change optimize_report to subsample_report_data

Author: govarsha

ads/opctl/operator/lowcode/anomaly/model/base_model.py

@@ -79,7 +79,7 @@ def generate_report(self):
                 anomaly_output, test_data, elapsed_time
             )
         table_blocks = [
-            rc.DataTable(df.head(1000) if self.spec.optimize_report and len(df) > 1000 else df, label=col, index=True)
+            rc.DataTable(df.head(1000) if self.spec.subsample_report_data and len(df) > 1000 else df, label=col, index=True)
             for col, df in self.datasets.full_data_dict.items()
         ]
         data_table = rc.Select(blocks=table_blocks)
@@ -97,7 +97,7 @@ def generate_report(self):
             anomaly_indices = [i for i, index in enumerate(anomaly_col) if index == 1]
             downsampled_time_col = time_col
             selected_indices = list(range(len(time_col)))
-            if self.spec.optimize_report:
+            if self.spec.subsample_report_data:
                 non_anomaly_indices = [i for i in range(len(time_col)) if i not in anomaly_indices]
                 # Downsample non-anomalous data if it exceeds the threshold (1000)
                 if len(non_anomaly_indices) > 1000:

ads/opctl/operator/lowcode/anomaly/operator_config.py

@@ -77,7 +77,7 @@ class AnomalyOperatorSpec(DataClassSerializable):
     model: str = None
     model_kwargs: Dict = field(default_factory=dict)
     contamination: float = None
-    optimize_report: bool = None
+    subsample_report_data: bool = None
 
     def __post_init__(self):
         """Adjusts the specification details."""

ads/opctl/operator/lowcode/anomaly/schema.yaml

@@ -377,9 +377,8 @@ spec:
       type: dict
       required: false
 
-    optimize_report:
+    subsample_report_data:
       type: boolean
       required: false
-      default: true
 
   type: dict