SIENTIAPDE-1712
Enhance README and Implement Drift Detection and Metrics Workflows - Added new sections in README for Drift Workflow and Simple Metrics Workflow, detailing their execution flows and functionalities. - Introduced `drift.py` for data drift detection, comparing current data against reference datasets. - Added `simple_metrics.py` for calculating regression metrics (RMSE, MSE, MAE, R²). - Updated `values.yaml` to include configuration for MinIO retention hours and offload threshold. - Refactored `minio_dataframe_payload.py` to use the new offload threshold environment variable. - Adjusted tests to reflect changes in environment variable handling for MinIO offload threshold.
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@@ -231,6 +231,10 @@ env:
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value: "sa-east-1"
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- name: MINIO_DEFAULT_BUCKET
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value: "sientia"
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- name: MINIO_RETENTION_HOURS
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value: "24"
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- name: SIENTIA_MINIO_OFFLOAD_THRESHOLD_MEGABYTES
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value: "1.5"
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- name: PI_WEB_API_BASE_URL
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value: "https://pivision.votorantimcimentos.com/piwebapi"
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