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sientia-dataops-model-manager/scripts/inputs/linear_regression.json

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{
"experiment": {
"experiment_run_id": 1001,
"experiment_name": "test-experiment-name",
"run_name": "test-run-name",
"username": "vitor.santos@aignosi.com.br",
"status": "ORCHESTRATOR_WAITING_PROC"
},
"minio": {
"mc_alias": "suse",
"bucket_name": "model-training",
"file_name": "training-sample-dataset-1001.csv",
"local_csv": "input_dataset.csv"
},
"temporal": {
"task_queue": "train_model-basic-queue",
"workflow_name": "train_model",
"execution_timeout_minutes": 5,
"run_timeout_minutes": 5,
"task_timeout_minutes": 5
},
"payload": {
"experiment_run_id": 1001,
"variable_columns": ["Counter", "Rollout"],
"target_variable": "Square",
"line_separator": ",",
"decimal_separator": ".",
"train_size": 80,
"shuffle": true,
"random_state": 42,
"model_name": "smoke-linreg",
"model_type": "linear_regression",
"model_id": 1001,
"data_model_kwargs": {},
"model_kwargs": {},
"opt_params": {},
"date_column": "timestamp"
},
"db_only": {
"model_metadata": {
"schemas": {
"components": {
"schemas": {}
}
}
}
}
}