feat: run test data and simulate as real time data and sen alert

NCKU-CSIE-Union · Jan 27, 2024 · 54cb406 · 54cb406
1 parent 6c75941
commit 54cb406
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Showing 8 changed files with 3,529 additions and 8 deletions.
diff --git a/ai/preprocess.py b/ai/preprocess.py
@@ -15,6 +15,8 @@ def preprocess_metric_data(data_dir: str) -> pd.DataFrame:
             metric_df = pd.merge(metric_df, tmp_df, on="Time", how="outer")
 
     # Strip the leading and trailing whitespaces in the "Time" column
-    metric_df["Time"] = metric_df["Time"].apply(lambda x: x.strip())
+    metric_df["Time"] = metric_df["Time"].apply(
+        lambda x: x.strip() if isinstance(x, str) else x
+    )
 
     return metric_df