add remove constant func from jincheng

webviz_subsurface/plugins/_parameter_parallel_coordinates/_plugin.py

@@ -248,6 +248,9 @@ def __init__(
         self.add_store(
             PluginIds.Stores.ACTIVE_VIEW, WebvizPluginABC.StorageType.SESSION
         )
+        self.add_store(
+            PluginIds.Stores.REMOVE_CONSTANT, WebvizPluginABC.StorageType.SESSION
+        )
 
         self.add_shared_settings_group(
             Filter(

webviz_subsurface/plugins/_parameter_parallel_coordinates/_plugin_ids.py

@@ -8,6 +8,7 @@ class Stores:
         SELECTED_RESPONSE = "slected-response"
         SELECTED_DATE = "selected-date"
         ACTIVE_VIEW = "active-view"
+        REMOVE_CONSTANT = "remove-constant"
 
     class SharedSettings:
         # pylint: disable=too-few-public-methods

webviz_subsurface/plugins/_parameter_parallel_coordinates/shared_settings/_filter.py

@@ -18,6 +18,7 @@ class Ids:
         PARAMETERS = "parameters"
         ACTIVE_VIEW = "active-view"
         ENSEMBLE_BOX = "ensemble-box"
+        REMOVE_CONSTANT = "remove-constant"
 
     def __init__(
         self,
@@ -71,6 +72,18 @@ def layout(self) -> List[Component]:
                         size=min(len(self.parameter_columns), 15),
                         value=[],
                     ),
+                    wcc.Checklist(
+                        id=self.register_component_unique_id(
+                            Filter.Ids.REMOVE_CONSTANT
+                        ),
+                        options=[
+                            {
+                                "label": " Remove constant values",
+                                "value": "remove_constant",
+                            },
+                        ],
+                        value=[],
+                    ),
                 ],
             ),
         ]
@@ -142,3 +155,13 @@ def _set_ensembles(selected_excl_incl: str) -> str:
         )
         def _set_ensembles(selected_parameters: str) -> str:
             return selected_parameters
+
+        @callback(
+            Output(self.get_store_unique_id(PluginIds.Stores.REMOVE_CONSTANT), "data"),
+            Input(
+                self.component_unique_id(Filter.Ids.REMOVE_CONSTANT).to_string(),
+                "value",
+            ),
+        )
+        def _update_remove_store(selected_remove: str) -> str:
+            return selected_remove

webviz_subsurface/plugins/_parameter_parallel_coordinates/views/_ensemble.py

@@ -51,11 +51,13 @@ def set_callbacks(self) -> None:
                 self.get_store_unique_id(PluginIds.Stores.SELECTED_PARAMETERS),
                 "data",
             ),
+            Input(self.get_store_unique_id(PluginIds.Stores.REMOVE_CONSTANT), "data"),
         )
         def _update_plot(
             ensemble: str,
             exclude_include: str,
             parameters: List[str],
+            remove_constant: str,
         ) -> dict:
             ensemble = ensemble if isinstance(ensemble, list) else [ensemble]
             parameters = parameters if isinstance(parameters, list) else [parameters]
@@ -87,4 +89,5 @@ def _update_plot(
                 "ensemble",
                 params,
                 "",
+                remove_constant,
             )

webviz_subsurface/plugins/_parameter_parallel_coordinates/views/_response.py

@@ -147,12 +147,14 @@ def set_callbacks(self) -> None:
                 self.get_store_unique_id(PluginIds.Stores.SELECTED_PARAMETERS),
                 "data",
             ),
+            Input(self.get_store_unique_id(PluginIds.Stores.REMOVE_CONSTANT), "data"),
             self.parcoord_inputs,
         )
         def _update_plot(
             ensemble: List[str],
             exclude_include: str,
             parameters: List[str],
+            remove_constant: str,
             *opt_args,
         ) -> dict:
             ensemble = ensemble if isinstance(ensemble, list) else [ensemble]
@@ -200,4 +202,5 @@ def _update_plot(
                 "response",
                 params,
                 response,
+                remove_constant,
             )

webviz_subsurface/plugins/_parameter_parallel_coordinates/views/_view_functions.py

@@ -1,5 +1,4 @@
-from typing import List
-
+import numpy as np
 import pandas as pd
 from webviz_config import WebvizConfigTheme
 
@@ -13,16 +12,36 @@ def render_parcoord(
     mode: str,
     params: list,
     response: str,
+    remove_constant: str,
 ):
     """Renders parallel coordinates plot"""
+
+    dimensions = []
+    dimentions_params = []
+
+    if remove_constant == ["remove_constant"]:
+        for param in params:
+            if len(np.unique(plot_df[param].values)) > 1:
+                dimentions_params.append(param)
+
+        dimensions = [
+            {"label": param, "values": plot_df[param].values.tolist()}
+            for param in dimentions_params
+        ]
+
+    else:
+        dimensions = [
+            {"label": param, "values": plot_df[param].values.tolist()}
+            for param in params
+        ]
+
     colormap = (
         colormap if mode == "ensemble" else theme.plotly_theme["layout"]["colorway"]
     )
     if response:
         response = f"Response: {response}"
         params = [response] + params
     # Create parcoords dimensions (one per parameter)
-    dimensions = [{"label": param, "values": plot_df[param]} for param in params]
     data = [
         {
             "line": {
@@ -70,8 +89,3 @@ def render_parcoord(
     width = len(dimensions) * 80 + 250
     layout = {"width": width, "height": 1200, "margin": {"b": 740, "t": 30}}
     return {"data": data, "layout": theme.create_themed_layout(layout)}
-
-
-def remove_constants(df: pd.DataFrame):
-    for i in range(len(df.columns)):
-        print(i)