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SIENTIAPDE-1646

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Refactor ModelMetrics to utilize DriftAnalysis for drift detection

- Replaced ModelAnalysis with DriftAnalysis in the ModelMetrics class to enhance drift detection capabilities.
- Updated method signatures and documentation to reflect the changes in target_name and return values.
- Adjusted data handling to ensure compatibility with the new analysis methods and improved clarity in the drift metrics dataframe preparation.
This commit is contained in:
Vitor Pimentel dos Santos
2026-05-08 16:39:12 -03:00
parent e6018af23f
commit 10c7e292b9
29 changed files with 843 additions and 1266 deletions
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e2e/scenario_inputs/main_sql_error.json
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@@ -11,7 +11,7 @@
"model_name": "test_model",
"model_id": "{{MODEL_ID}}",
"query": "SELECT * FROM nonexistent_table WHERE invalid_syntax =",
"schema": "predictions_schema",
"schema": "sientia_data",
"table_name": "predictions",
"transform_table_name": "transformed_data",
"input_filters": {