Execution Details COMPLETED

SMC AI RM Monitoring and Learning

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Execution Information

Execution ID: e79a1ac8-2491-4b00-aca8-a52255581c74

Workflow ID: smc_ai_rm_monitoring_learning

Status: COMPLETED

Started: 2025-07-17 09:36:47

Completed: N/A

Duration:

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Execution Inputs
{
  "EXECUTION_ID": "e79a1ac8-2491-4b00-aca8-a52255581c74",
  "campaign_types": "all",
  "customer_ids": "all",
  "enable_model_update": true,
  "execution_id": "e79a1ac8-2491-4b00-aca8-a52255581c74",
  "monitoring_period": "last_7_days"
}
Execution Outputs
Workflow Execution Summary
Mode: Distributed
Tasks: 2/8
Duration: N/A
Dependencies: No
Started: 2025-07-17 09:36:47
Ended: 2025-07-17 09:54:50
Status: FAILED
Task Results & Logs
detect_anomalies
FAILED
Duration: N/A
Dependencies: No
Thread: N/A
Started:
update_ai_models
FAILED
Duration: N/A
Dependencies: No
Thread: N/A
Started:
analyze_performance
FAILED
Duration: N/A
Dependencies: No
Thread: N/A
Started:
store_learning_data
FAILED
Duration: N/A
Dependencies: No
Thread: N/A
Started:
collect_campaign_outcomes
COMPLETED
Duration: Calculating...
Dependencies: No
Thread: N/A
Started: 09:36:48
evaluate_model_performance
COMPLETED
Duration: Calculating...
Dependencies: No
Thread: N/A
Started: 09:39:50
generate_learning_insights
FAILED
Duration: N/A
Dependencies: No
Thread: N/A
Started:
generate_monitoring_report
FAILED
Duration: N/A
Dependencies: No
Thread: N/A
Started:
Task Executions
collect_campaign_outcomes
COMPLETED

Started: 2025-07-17 09:36:47

Duration: Calculating...

evaluate_model_performance
COMPLETED

Started: 2025-07-17 09:36:47

Duration: Calculating...

analyze_performance
FAILED

Started: 2025-07-17 09:36:47

Duration: N/A

Error: Python script failed with return code 1: Traceback (most recent call last): File "/tmp/tmpltf04f61.py", line 86, in <module> best_type = max(type_analysis.items(), key=lambda x: x[1]["success_rate"]) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/tmp/tmpltf04f61.py", line 86, in <lambda> best_type = max(type_analysis.items(), key=lambda x: x[1]["success_rate"]) ~~~~^^^^^^^^^^^^^^^^ KeyError: 'success_rate'
detect_anomalies
FAILED

Started: 2025-07-17 09:36:47

Duration: N/A

Error: Python script failed with return code 1: Traceback (most recent call last): File "/tmp/tmp07zxzdwr.py", line 19, in <module> for campaign_type, stats in performance_data["performance_by_type"].items(): ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^ KeyError: 'performance_by_type'
generate_learning_insights
FAILED

Started: 2025-07-17 09:36:47

Duration: N/A

Error: Python script failed with return code 1: Traceback (most recent call last): File "/tmp/tmpzfefp2xe.py", line 15, in <module> model_evaluation = {"model_metrics": {"risk_prediction": {"recall": 0, "accuracy": 0.52, "f1_score": 0, "precision": 0, "total_predictions": 100, "correct_predictions": 52}, "campaign_selection": {"total_selections": 100, "optimal_selections": 35, "selection_accuracy": 0.35}, "response_prediction": {"mae": 0, "accuracy": 0.54, "total_predictions": 100, "correct_predictions": 54}}, "model_version": "2.0", "confidence_scores": {"overall_confidence": 0.87, "risk_assessment_confidence": 0.89, "timing_prediction_confidence": 0.82, "campaign_selection_confidence": 0.84}, "improvement_areas": ["Enhance risk prediction algorithms", "Improve campaign selection logic"], "evaluation_completed": true, "evaluation_timestamp": "2025-07-17T09:39:51.540624"} ^^^^ NameError: name 'true' is not defined. Did you mean: 'True'?
generate_monitoring_report
FAILED

Started: 2025-07-17 09:36:47

Duration: N/A

Error: Python script failed with return code 1: Traceback (most recent call last): File "/tmp/tmpq_9jf2y_.py", line 17, in <module> model_evaluation = {"model_metrics": {"risk_prediction": {"recall": 0, "accuracy": 0.52, "f1_score": 0, "precision": 0, "total_predictions": 100, "correct_predictions": 52}, "campaign_selection": {"total_selections": 100, "optimal_selections": 35, "selection_accuracy": 0.35}, "response_prediction": {"mae": 0, "accuracy": 0.54, "total_predictions": 100, "correct_predictions": 54}}, "model_version": "2.0", "confidence_scores": {"overall_confidence": 0.87, "risk_assessment_confidence": 0.89, "timing_prediction_confidence": 0.82, "campaign_selection_confidence": 0.84}, "improvement_areas": ["Enhance risk prediction algorithms", "Improve campaign selection logic"], "evaluation_completed": true, "evaluation_timestamp": "2025-07-17T09:39:51.540624"} ^^^^ NameError: name 'true' is not defined. Did you mean: 'True'?
store_learning_data
FAILED

Started: 2025-07-17 09:36:47

Duration: N/A

Error: Python script failed with return code 1: Traceback (most recent call last): File "/tmp/tmp3cj2syei.py", line 13, in <module> monitoring_report = UNRESOLVED_generate_monitoring_report.report ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ NameError: name 'UNRESOLVED_generate_monitoring_report' is not defined
update_ai_models
FAILED

Started: 2025-07-17 09:36:47

Duration: N/A

Error: Python script failed with return code 1: File "/tmp/tmpeg65j1wl.py", line 21 return ^^^^^^ SyntaxError: 'return' outside function
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