diff --git a/02_activities/assignments/assignment_1.ipynb b/02_activities/assignments/assignment_1.ipynb
index 45cfc9cd7..986d28c5f 100644
--- a/02_activities/assignments/assignment_1.ipynb
+++ b/02_activities/assignments/assignment_1.ipynb
@@ -26,12 +26,24 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "True"
+      ]
+     },
+     "execution_count": 1,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# Write your code below.\n",
-    "\n"
+    "import os\n",
+    "from dotenv import load_dotenv\n",
+    "load_dotenv()\n"
    ]
   },
   {
@@ -55,15 +67,24 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 5,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Found 2991 parquet files in ../../05_src/data/prices/\n"
+     ]
+    }
+   ],
    "source": [
     "import os\n",
     "from glob import glob\n",
     "\n",
-    "# Write your code below.\n",
-    "\n"
+    "price_data_path = os.getenv('PRICE_DATA')\n",
+    "parquet_files = glob(os.path.join(price_data_path, \"**/*.parquet\"), recursive=True)\n",
+    "print(f'Found {len(parquet_files)} parquet files in {price_data_path}' )\n"
    ]
   },
   {
@@ -88,12 +109,45 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Write your code below.\n",
-    "\n"
+    "\n",
+    "dd_px = dd.read_parquet(parquet_files)\n",
+    "# Define a function to compute features per ticker\n",
+    "def add_features(df):\n",
+    "    # Ensure data is sorted by Date\n",
+    "    df = df.sort_values('Date')\n",
+    "    # Lagged variables\n",
+    "    df['Close_lag_1'] = df['Close'].shift(1)\n",
+    "    df['Adj_Close_lag_1'] = df['Adj Close'].shift(1)\n",
+    "    # Returns\n",
+    "    df['returns'] = (df['Close'] / df['Close_lag_1']) - 1\n",
+    "    # High-low range\n",
+    "    df['hi_lo_range'] = df['High'] - df['Low']\n",
+    "    return df\n",
+    "\n",
+    "# Apply transformation per ticker\n",
+    "dd_feat = dd_px.groupby('ticker', group_keys=False).apply(\n",
+    "    add_features,\n",
+    "    meta={\n",
+    "        'Date': 'datetime64[ns]',\n",
+    "        'Open': 'f8',\n",
+    "        'High': 'f8',\n",
+    "        'Low': 'f8',\n",
+    "        'Close': 'f8',\n",
+    "        'Adj Close': 'f8',\n",
+    "        'Volume': 'i8',\n",
+    "        'source': 'object',\n",
+    "        'ticker': 'object',\n",
+    "        'Year': 'i4',\n",
+    "        'Close_lag_1': 'f8',\n",
+    "        'Adj_Close_lag_1': 'f8',\n",
+    "        'returns': 'f8',\n",
+    "        'hi_lo_range': 'f8'\n",
+    "    }\n",
+    ")"
    ]
   },
   {
@@ -108,12 +162,6068 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n",
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/dask/dataframe/groupby.py:122: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n",
+      "  return g.apply(func, *args, **kwargs)\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "        Date  Open   High    Low  Close  Adj Close  Volume   source ticker  \\\n",
+      "0 1980-05-06   0.0  2.250  2.125  2.125   0.463949   300.0  WEN.csv    WEN   \n",
+      "1 1980-05-07   0.0  2.375  2.250  2.250   0.491240  2000.0  WEN.csv    WEN   \n",
+      "2 1980-05-08   0.0  2.375  2.250  2.375   0.518531  1700.0  WEN.csv    WEN   \n",
+      "3 1980-05-09   0.0  2.375  2.250  2.375   0.518531   700.0  WEN.csv    WEN   \n",
+      "4 1980-05-12   0.0  2.375  2.250  2.250   0.491240  1800.0  WEN.csv    WEN   \n",
+      "\n",
+      "   Year  Close_lag_1  Adj_Close_lag_1   returns  hi_lo_range  \n",
+      "0  1980          NaN              NaN       NaN        0.125  \n",
+      "1  1980        2.125         0.463949  0.058824        0.125  \n",
+      "2  1980        2.250         0.491240  0.055556        0.125  \n",
+      "3  1980        2.375         0.518531  0.000000        0.125  \n",
+      "4  1980        2.375         0.518531 -0.052632        0.125  \n",
+      "        Date       Open       High        Low      Close  Adj Close  \\\n",
+      "0 1999-11-18  32.546494  35.765381  28.612303  31.473534  27.068665   \n",
+      "1 1999-11-19  30.713520  30.758226  28.478184  28.880543  24.838577   \n",
+      "2 1999-11-22  29.551144  31.473534  28.657009  31.473534  27.068665   \n",
+      "3 1999-11-23  30.400572  31.205294  28.612303  28.612303  24.607880   \n",
+      "4 1999-11-24  28.701717  29.998211  28.612303  29.372318  25.261524   \n",
+      "\n",
+      "       Volume source ticker  Year  Close_lag_1  Adj_Close_lag_1   returns  \\\n",
+      "0  62546300.0  A.csv      A  1999          NaN              NaN       NaN   \n",
+      "1  15234100.0  A.csv      A  1999    31.473534        27.068665 -0.082386   \n",
+      "2   6577800.0  A.csv      A  1999    28.880543        24.838577  0.089783   \n",
+      "3   5975600.0  A.csv      A  1999    31.473534        27.068665 -0.090909   \n",
+      "4   4843200.0  A.csv      A  1999    28.612303        24.607880  0.026563   \n",
+      "\n",
+      "   hi_lo_range  \n",
+      "0     7.153078  \n",
+      "1     2.280043  \n",
+      "2     2.816525  \n",
+      "3     2.592991  \n",
+      "4     1.385908  \n",
+      "   ticker       Date   returns  returns_10d_ma\n",
+      "0       A 1999-11-18       NaN             NaN\n",
+      "1       A 1999-11-19 -0.082386       -0.082386\n",
+      "2       A 1999-11-22  0.089783        0.003698\n",
+      "3       A 1999-11-23 -0.090909       -0.027837\n",
+      "4       A 1999-11-24  0.026563       -0.014237\n",
+      "5       A 1999-11-26  0.003044       -0.010781\n",
+      "6       A 1999-11-29  0.022762       -0.005191\n",
+      "7       A 1999-11-30  0.001484       -0.004237\n",
+      "8       A 1999-12-01  0.017778       -0.001485\n",
+      "9       A 1999-12-02  0.027656        0.001753\n",
+      "10      A 1999-12-03  0.008499        0.002427\n",
+      "11      A 1999-12-06  0.028090        0.013475\n",
+      "12      A 1999-12-07 -0.010929        0.003404\n",
+      "13      A 1999-12-08 -0.001381        0.012356\n",
+      "14      A 1999-12-09  0.013831        0.011083\n"
+     ]
+    }
+   ],
    "source": [
-    "# Write your code below.\n",
-    "\n"
+    "import pandas as pd\n",
+    "# Compute and convert to Pandas\n",
+    "df_pandas = dd_feat.compute()\n",
+    "print(df_pandas.head())\n",
+    "#Sort Data by ticker and Date\n",
+    "df_pandas = df_pandas.sort_values(['ticker', 'Date']).reset_index(drop=True)\n",
+    "print(df_pandas.head())\n",
+    "\n",
+    "#Calculate the 10 day rolling mean of the returns for each ticker\n",
+    "df_pandas['returns_10d_ma'] = (\n",
+    "    df_pandas.groupby('ticker')['returns']\n",
+    "    .transform(lambda x: x.rolling(window=10, min_periods=1).mean())\n",
+    ")\n",
+    "\n",
+    "# Inspect the result to verify the rolling average\n",
+    "print(df_pandas[['ticker', 'Date', 'returns', 'returns_10d_ma']].head(15))"
    ]
   },
   {
@@ -123,7 +6233,9 @@
     "Please comment:\n",
     "\n",
     "+ Was it necessary to convert to pandas to calculate the moving average return?\n",
+    "It isn't necessary. IT could have worked in dask as well using .rolling().   \n",
     "+ Would it have been better to do it in Dask? Why?\n",
+    "It seems the answer is no. In class it was mentionned to try Pandas first by reducing teh data using aggregation, then use pandas... Now that the data is processed, it can fit into my computer's ram and pandas is faster than dask at this point (?).\n",
     "\n",
     "(1 pt)"
    ]
@@ -165,7 +6277,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "env",
+   "display_name": "production-dsi",
    "language": "python",
    "name": "python3"
   },
@@ -179,7 +6291,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.0"
+   "version": "3.11.14"
   }
  },
  "nbformat": 4,
diff --git a/02_activities/assignments/assignment_2.ipynb b/02_activities/assignments/assignment_2.ipynb
index 29d661c57..b66df94f2 100644
--- a/02_activities/assignments/assignment_2.ipynb
+++ b/02_activities/assignments/assignment_2.ipynb
@@ -97,18 +97,50 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Load the libraries as required."
+    "# Load the libraries as required.\n",
+    "import os\n",
+    "import sys\n",
+    "import json\n",
+    "import requests\n",
+    "import pandas as pd"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 517 entries, 0 to 516\n",
+      "Data columns (total 13 columns):\n",
+      " #   Column   Non-Null Count  Dtype  \n",
+      "---  ------   --------------  -----  \n",
+      " 0   coord_x  517 non-null    int64  \n",
+      " 1   coord_y  517 non-null    int64  \n",
+      " 2   month    517 non-null    object \n",
+      " 3   day      517 non-null    object \n",
+      " 4   ffmc     517 non-null    float64\n",
+      " 5   dmc      517 non-null    float64\n",
+      " 6   dc       517 non-null    float64\n",
+      " 7   isi      517 non-null    float64\n",
+      " 8   temp     517 non-null    float64\n",
+      " 9   rh       517 non-null    int64  \n",
+      " 10  wind     517 non-null    float64\n",
+      " 11  rain     517 non-null    float64\n",
+      " 12  area     517 non-null    float64\n",
+      "dtypes: float64(8), int64(3), object(2)\n",
+      "memory usage: 52.6+ KB\n"
+     ]
+    }
+   ],
    "source": [
     "# Load data\n",
     "columns = [\n",
@@ -129,17 +161,46 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "from sklearn.model_selection import train_test_split"
+   ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "X_train shape: (413, 12)\n",
+      "X_test shape: (104, 12)\n",
+      "y_train shape: (413,)\n",
+      "y_test shape: (104,)\n"
+     ]
+    }
+   ],
+   "source": [
+    "# 1. Define Features (X)\n",
+    "# We drop the target column 'area'. axis=1 means we are dropping a column, axis=0 would mean dropping a row.\n",
+    "X = fires_dt.drop('area', axis=1)\n",
+    "\n",
+    "# 2. Define Target (y)\n",
+    "y = fires_dt['area']\n",
+    "\n",
+    "# 3. Split the data into training and test sets, with 20% of the data as test set and random_state=42 for reproducibility because we are fans of The Hitchhiker's Guide to the Galaxy.\n",
+    "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n",
+    "\n",
+    "# 4. Display the shapes of the resulting datasets\n",
+    "print(\"X_train shape:\", X_train.shape)\n",
+    "print(\"X_test shape:\", X_test.shape)\n",
+    "print(\"y_train shape:\", y_train.shape)\n",
+    "print(\"y_test shape:\", y_test.shape)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -180,10 +241,63 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "# Define the column groups explicitly\n",
+    "categorical_columns = ['month', 'day']\n",
+    "numerical_columns = ['coord_x', 'coord_y', 'ffmc', 'dmc', 'dc', 'isi', 'temp', 'rh', 'wind', 'rain']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Preprocessing pipeline 1:\n",
+      "ColumnTransformer(transformers=[('num',\n",
+      "                                 Pipeline(steps=[('scaler', StandardScaler())]),\n",
+      "                                 ['coord_x', 'coord_y', 'ffmc', 'dmc', 'dc',\n",
+      "                                  'isi', 'temp', 'rh', 'wind', 'rain']),\n",
+      "                                ('cat',\n",
+      "                                 Pipeline(steps=[('onehot',\n",
+      "                                                  OneHotEncoder(handle_unknown='ignore'))]),\n",
+      "                                 ['month', 'day'])])\n",
+      "Preproc1 defined successfully.\n"
+     ]
+    }
+   ],
+   "source": [
+    "from sklearn.pipeline import Pipeline\n",
+    "from sklearn.preprocessing import StandardScaler, OneHotEncoder\n",
+    "from sklearn.compose import ColumnTransformer\n",
+    "\n",
+    "# 1. Define the transformers for numerical and categorical features\n",
+    "num_transformer_1 = Pipeline(steps=[\n",
+    "    ('scaler', StandardScaler())\n",
+    "])\n",
+    "# as per instruction, only one categorical transformer is defined with one-hot encoding.\n",
+    "categorical_transformer_1 = Pipeline(steps=[\n",
+    "    ('onehot', OneHotEncoder(handle_unknown='ignore'))\n",
+    "])\n",
+    "\n",
+    "# 2 Combine the transformers into a ColumnTransformer\n",
+    "preproc1 = ColumnTransformer(\n",
+    "    transformers=[\n",
+    "        ('num', num_transformer_1, numerical_columns),\n",
+    "        ('cat', categorical_transformer_1, categorical_columns)\n",
+    "    ]\n",
+    ")   \n",
+    "\n",
+    "print(\"Preprocessing pipeline 1:\")\n",
+    "print(preproc1)\n",
+    "print(\"Preproc1 defined successfully.\")"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -199,10 +313,52 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Preprocessing pipeline 2:\n",
+      "ColumnTransformer(transformers=[('num',\n",
+      "                                 Pipeline(steps=[('scaler', StandardScaler()),\n",
+      "                                                 ('power',\n",
+      "                                                  PowerTransformer())]),\n",
+      "                                 ['coord_x', 'coord_y', 'ffmc', 'dmc', 'dc',\n",
+      "                                  'isi', 'temp', 'rh', 'wind', 'rain']),\n",
+      "                                ('cat',\n",
+      "                                 Pipeline(steps=[('onehot',\n",
+      "                                                  OneHotEncoder(handle_unknown='ignore'))]),\n",
+      "                                 ['month', 'day'])])\n",
+      "Preproc2 defined successfully.\n"
+     ]
+    }
+   ],
+   "source": [
+    "from sklearn.preprocessing import PowerTransformer\n",
+    "\n",
+    "# 1. Define the Advanced Numeric Transformer (Scale + Power Transform)\n",
+    "num_transformer_2 = Pipeline(steps=[\n",
+    "    ('scaler', StandardScaler()),\n",
+    "    ('power', PowerTransformer(method='yeo-johnson')) # This is the \"Non-linear transformation\"\n",
+    "])\n",
+    "\n",
+    "# 2. Reuse the categorical transformer from before (no need to redefine if it exists)\n",
+    "# categorical_transformer_1 is fine to reuse\n",
+    "\n",
+    "# 3. Bundle into Preproc 2\n",
+    "preproc2 = ColumnTransformer(\n",
+    "    transformers=[\n",
+    "        ('num', num_transformer_2, numerical_columns),\n",
+    "        ('cat', categorical_transformer_1, categorical_columns)\n",
+    "    ])\n",
+    "\n",
+    "\n",
+    "print(\"Preprocessing pipeline 2:\")\n",
+    "print(preproc2)\n",
+    "print(\"Preproc2 defined successfully.\")"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -227,38 +383,69 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Pipeline A = preproc1 + baseline\n"
+    "from sklearn.linear_model import Ridge\n",
+    "from sklearn.ensemble import RandomForestRegressor # I originally used randomforest, but it was worse than Ridge, so I redid the test with XGBoost...below same result.\n",
+    "import xgboost as xgb\n",
+    "#baseline model is Ridge Regression.  I chose this over Linear Regression because I expect fire data will be noisy and Linear Regression would try to fit every point exactly, aka overfitting.\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Pipeline B = preproc2 + baseline\n"
+    "\n",
+    "# Pipeline A = preproc1 + baseline\n",
+    "pipeline_a = Pipeline(steps=[\n",
+    "    ('preprocessor', preproc1),\n",
+    "    ('regressor', Ridge())\n",
+    "])  \n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Pipeline C = preproc1 + advanced model\n"
+    "# Pipeline B = preproc2 + baseline\n",
+    "\n",
+    "pipeline_b = Pipeline(steps=[\n",
+    "    ('preprocessor', preproc2),\n",
+    "    ('regressor', Ridge())\n",
+    "])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "xgb_model = xgb.XGBRegressor(objective ='reg:squarederror', random_state=42)\n",
+    "# Pipeline C = preproc1 + advanced model\n",
+    "pipeline_c = Pipeline(steps=[\n",
+    "    ('preprocessor', preproc1),\n",
+    "    ('regressor', xgb_model)\n",
+    "])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
    "metadata": {},
    "outputs": [],
    "source": [
     "# Pipeline D = preproc2 + advanced model\n",
+    "pipeline_d = Pipeline(steps=[\n",
+    "    ('preprocessor', preproc2),\n",
+    "    ('regressor', xgb_model)\n",
+    "])\n",
     "\n",
     "    "
    ]
@@ -276,31 +463,170 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Hyperparameter grids defined successfully.\n",
+      "Pipelines defined successfully.\n"
+     ]
+    }
+   ],
+   "source": [
+    "from sklearn.model_selection import GridSearchCV\n",
+    "#totalError= Bias2+Variance+Noise\n",
+    "#Ridge Hyperparams\n",
+    "#alpha: Larger values spcify stronger regulariztion....using powers of 10 for a wide range...\n",
+    "param_grid_ridge={\n",
+    "    'regressor__alpha':[.1,1.0,10,100,1000]  \n",
+    "}\n",
+    "\n",
+    "#Random Forest Hyperparams\n",
+    "#n_estimators is the number of trees\n",
+    "#max_depth is the maximum depth of tress to avoid overfitting\n",
+    "param_grid_rf ={\n",
+    "    'regressor__n_estimators':[50,100,1000],\n",
+    "    'regressor__max_depth':[None,10,20,30,40]\n",
+    "}\n",
+    "\n",
+    "# XGBoost Hyperparams- random forest was worse than Ridge, so I redid the test with XGBoost\n",
+    "param_grid_xgb = {\n",
+    "    'regressor__n_estimators': [50, 100],\n",
+    "    'regressor__learning_rate': [0.01, 0.1],\n",
+    "    'regressor__max_depth': [3, 6]\n",
+    "}\n",
+    "print(\"Hyperparameter grids defined successfully.\")\n",
+    "\n",
+    "\n",
+    "# define the models\n",
+    "ridge_model = Ridge()\n",
+    "rf_model = RandomForestRegressor(random_state=42, n_jobs=-1)\n",
+    "xgb_model = xgb.XGBRegressor(objective='reg:squarederror', random_state=42, n_jobs=-1)\n",
+    "\n",
+    "# define the piplines\n",
+    "\n",
+    "pipe_A = Pipeline(steps=[\n",
+    "    ('preprocessor', preproc1),\n",
+    "    ('regressor', ridge_model)\n",
+    "])\n",
+    "\n",
+    "pipe_B = Pipeline(steps=[\n",
+    "    ('preprocessor', preproc2),\n",
+    "    ('regressor', ridge_model)\n",
+    "])\n",
+    "\n",
+    "pipe_C = Pipeline(steps=[\n",
+    "    ('preprocessor', preproc1),\n",
+    "    ('regressor', xgb_model)\n",
+    "])\n",
+    "\n",
+    "pipe_D = Pipeline(steps=[\n",
+    "    ('preprocessor', preproc2),\n",
+    "    ('regressor', xgb_model)\n",
+    "])\n",
+    "print(\"Pipelines defined successfully.\")"
+   ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "# We pair the Pipeline with its specific Parameter Grid.  We experiment methotically with a controlled tournament.\n",
+    "experiments = [\n",
+    "    (\"Pipeline A\", pipe_A, param_grid_ridge),\n",
+    "    (\"Pipeline B\", pipe_B, param_grid_ridge),\n",
+    "    (\"Pipeline C\", pipe_C, param_grid_xgb),\n",
+    "    (\"Pipeline D\", pipe_D, param_grid_xgb)\n",
+    "]"
+   ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "training Pipeline A...\n",
+      "Best parameters for Pipeline A: {'regressor__alpha': 1000}\n",
+      "Best CV MSE for Pipeline A: 2083.6363573688786\n",
+      " Best Param: {'regressor__alpha': 1000}\n",
+      "\n",
+      "training Pipeline B...\n",
+      "Best parameters for Pipeline B: {'regressor__alpha': 1000}\n",
+      "Best CV MSE for Pipeline B: 2085.2531535982152\n",
+      " Best Param: {'regressor__alpha': 1000}\n",
+      "\n",
+      "training Pipeline C...\n",
+      "Best parameters for Pipeline C: {'regressor__learning_rate': 0.01, 'regressor__max_depth': 3, 'regressor__n_estimators': 50}\n",
+      "Best CV MSE for Pipeline C: 2252.5406580236345\n",
+      " Best Param: {'regressor__learning_rate': 0.01, 'regressor__max_depth': 3, 'regressor__n_estimators': 50}\n",
+      "\n",
+      "training Pipeline D...\n",
+      "Best parameters for Pipeline D: {'regressor__learning_rate': 0.01, 'regressor__max_depth': 3, 'regressor__n_estimators': 50}\n",
+      "Best CV MSE for Pipeline D: 2252.5406580236345\n",
+      " Best Param: {'regressor__learning_rate': 0.01, 'regressor__max_depth': 3, 'regressor__n_estimators': 50}\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "results = {}\n",
+    "# Loop through each experiment, perform GridSearchCV, and store the results\n",
+    "for name, pipeline, param_grid in experiments:\n",
+    "    print(f\"training {name}...\")\n",
+    "    grid_search = GridSearchCV(estimator=pipeline, param_grid=param_grid, cv=5, n_jobs=1, scoring='neg_mean_squared_error')\n",
+    "    grid_search.fit(X_train, y_train)\n",
+    "    results[name] = grid_search\n",
+    "    print(f\"Best parameters for {name}: {grid_search.best_params_}\")\n",
+    "    print(f\"Best CV MSE for {name}: {-grid_search.best_score_}\")\n",
+    "    print(f\" Best Param: {grid_search.best_params_}\\n\")"
+   ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Tournament Winner: Pipeline A\n",
+      "Best CV Score (RMSE): 2083.6364\n",
+      "Successfully saved the best model to: best_forest_fire_model.pkl\n"
+     ]
+    }
+   ],
+   "source": [
+    "import pickle\n",
+    "\n",
+    "#Winning Pipeline\n",
+    "best_pipeline_name = max(results, key=lambda name: results[name].best_score_)\n",
+    "\n",
+    "#Extracting the score and model\n",
+    "best_score_neg_rmse = results[best_pipeline_name].best_score_\n",
+    "best_model = results[best_pipeline_name].best_estimator_\n",
+    "\n",
+    "\n",
+    "# The score is negative RMSE, we flip the sign to get positive RMSE\n",
+    "print(f\"Tournament Winner: {best_pipeline_name}\")\n",
+    "print(f\"Best CV Score (RMSE): {-best_score_neg_rmse:.4f}\")\n",
+    "\n",
+    "#Save best model to a pickle file\n",
+    "best_model_file = 'best_forest_fire_model.pkl'\n",
+    "with open(best_model_file, 'wb') as f:\n",
+    "    pickle.dump(best_model, f)\n",
+    "\n",
+    "print(f\"Successfully saved the best model to: {best_model_file}\")"
+   ]
   },
   {
    "cell_type": "code",
@@ -329,17 +655,60 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/seanbrennan/production-dsi/.venv/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
+      "  from .autonotebook import tqdm as notebook_tqdm\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "SHAP explainer created successfully.\n"
+     ]
+    }
+   ],
+   "source": [
+    "import shap \n",
+    "# Create a SHAP explainer using the best model\n",
+    "winning_pipeline = results[best_pipeline_name].best_estimator_\n",
+    "# We need to extract the preprocessor and the regressor separately\n",
+    "preprocessor = winning_pipeline.named_steps['preprocessor']\n",
+    "regressor = winning_pipeline.named_steps['regressor']\n",
+    "\n",
+    "# Preprocess the training data\n",
+    "X_train_processed = preprocessor.transform(X_train)\n",
+    "\n",
+    "# Feature names for the SHAP summary plot\n",
+    "OneHotEncoder_names = preprocessor.named_transformers_['cat'].named_steps['onehot'].get_feature_names_out(categorical_columns)\n",
+    "numerical_names = numerical_columns\n",
+    "feature_names = list(numerical_names) + list(OneHotEncoder_names)\n",
+    "\n",
+    "#Linear explainer for Ridge, TreeExplainer for XGBoost\n",
+    "if best_pipeline_name in [\"Pipeline A\", \"Pipeline B\"]:\n",
+    "    explainer = shap.LinearExplainer(regressor, X_train_processed, feature_names=feature_names)\n",
+    "else:\n",
+    "    explainer = shap.TreeExplainer(regressor, feature_names=feature_names)  \n",
+    "    shap_values = explainer.shap_values(X_train_processed)\n",
+    "\n",
+    "print(\"SHAP explainer created successfully.\")\n"
+   ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "\n",
+    "\n"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -358,23 +727,105 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Global Feature Importance Summary Plot:\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x950 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 2000x300 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#Use waterfall and summary plots to create trust.\n",
+    "# Pul in Shap Values for test set\n",
+    "X_test_processed = preprocessor.transform(X_test)\n",
+    "shap_values_test = explainer.shap_values(X_test_processed)\n",
+    "\n",
+    "#Across the full set, which features are most important:\n",
+    "print(\"Global Feature Importance Summary Plot:\")\n",
+    "shap.summary_plot(shap_values_test, X_test_processed, feature_names=feature_names)\n",
+    "\n",
+    "#Use matplotlib=true so it renders in Jupyter Notebook.\n",
+    "shap.force_plot(\n",
+    "    explainer.expected_value, \n",
+    "    shap_values_test[0,:], \n",
+    "    X_test_processed[0,:], \n",
+    "    feature_names=feature_names, \n",
+    "    matplotlib=True\n",
+    ")"
+   ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "More readable explanation for test observation#0 Value: 10.659\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 2000x300 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "\n",
+    "rounded_base_value = np.round(explainer.expected_value, 3)\n",
+    "rounded_shap_values = np.round(shap_values_test[0,:], 3)\n",
+    "rounded_features = np.round(X_test_processed[0,:], 3)\n",
+    "\n",
+    "print(f\"More readable explanation for test observation#0 Value: {rounded_base_value}\")\n",
+    "shap.force_plot(\n",
+    "    rounded_base_value,\n",
+    "    rounded_shap_values,\n",
+    "    rounded_features,\n",
+    "    feature_names=feature_names,\n",
+    "    matplotlib=True\n",
+    ")"
+   ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "*(Answer here.)*"
+    "The features that are most important are, in order of importance: coord_x, dmc, temp, coord_y, rh, wind, dec, ffmc isi\n",
+    "The least important features are rain and month and days.  \n",
+    "I would remove all the least important features and retrain to see if model performance improves.  If it is the same or better, (RMSE =2083 or less) then those features can be dropped to remove technical debt for a simpler model.\n",
+    "The model predited that this fire would burn 6.69 hectares, where the average is 10.8 hectares(estimate)...rh= 2.98 is the main pulling factor along with dmc at -1.28 and temp at -1.31 and dc -1.75."
    ]
   },
   {
@@ -423,7 +874,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "env",
+   "display_name": "production-dsi",
    "language": "python",
    "name": "python3"
   },
@@ -437,7 +888,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.3"
+   "version": "3.11.14"
   }
  },
  "nbformat": 4,