SIENTIAPDE-1646
Update README, requirements, and E2E tests for improved configuration and functionality - Enhanced the README with updated model configuration examples, including the addition of an alias for production. - Removed the `requirements-light.txt` file and updated `requirements-local.txt` and `requirements.txt` to replace `asyncua` with `opcua`. - Refactored E2E test scenarios to utilize scenario input files for better maintainability and clarity. - Improved test coverage for MinIO offload functionality and added new helper functions for loading scenario inputs. - Updated `values.yaml` to reflect new global configurations and environment variables for the laborious worker.
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72
input_sample.json
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72
input_sample.json
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{
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"models": [
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{
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"id": "1001",
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"name": "test-runtime",
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"active": false,
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"model_config": {
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"alias": "production",
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"retention_minutes": 60,
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"target": "Square"
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}
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}
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],
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"pipelines": [
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{
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"schedule_name": "laborious-test-runtime",
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"model_id": "1001",
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"workflow_type": "predictions_batch",
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"frequency": "60s",
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"max_retry_policy": 1,
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"query": "select * from sientia_data.laborious_data where model_id = 1 and \"timestamp\" > NOW() - INTERVAL '5 minutes' order by \"timestamp\" desc limit 30;",
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"retention_time": 60,
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"write_tags": [],
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"input_filters": [
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{
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"filter_name": "EMPTY_DATA",
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"policy": "STOP"
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},
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{
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"filter_name": "SPECIFIC_VARIABLES_NULL_VALUES",
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"policy": "CONTINUE",
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"config": {
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"variables": [
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"Counter"
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]
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}
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}
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],
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"mlflow_transform_filters": [
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{
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"filter_name": "API_ERROR",
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"policy": "REPEAT"
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},
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{
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"filter_name": "NAN_VALUES",
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"policy": "STOP"
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}
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],
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"mlflow_predict_filters": [
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{
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"filter_name": "API_ERROR",
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"policy": "CONTINUE"
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}
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],
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"path_priority": [
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"STOP",
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"CONTINUE",
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"REPEAT"
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],
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"active": true,
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"updated_at": {
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"$date": "2026-05-07T23:35:01.600Z"
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},
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"save_transform": false,
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"pi_web_api_output_config": {},
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"datetime_columns": [
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"timestamp",
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"created_at"
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]
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}
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]
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}
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