Complete Execution Output (JSON):
{
"analyze_client_profile": {
"analysis_timestamp": "2025-07-17T08:23:56.261410",
"behavioral_patterns": [
"Seeks regular market updates",
"Prefers long-term investments",
"Responds well to research-based recommendations"
],
"confidence_score": 0.83,
"engagement_level": {
"rating": "Low",
"score": 0.24
},
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"analysis_timestamp\": \"2025-07-17T08:23:56.261410\", \"primary_segment\": \"MF_INVESTOR\", \"segment_description\": \"Mutual Fund Investor\", \"secondary_characteristics\": [\"Risk Profile: MODERATE\", \"AUM Tier: Premium\", \"Trading Activity: High\"], \"behavioral_patterns\": [\"Seeks regular market updates\", \"Prefers long-term investments\", \"Responds well to research-based recommendations\"], \"engagement_level\": {\"score\": 0.24, \"rating\": \"Low\"}, \"investment_preferences\": {\"preferred_products\": [\"equity\", \"mutual_funds\"], \"risk_appetite\": \"MODERATE\", \"investment_horizon\": \"Short-term\"}, \"confidence_score\": 0.83}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.303754,
"end_time": "2025-07-17T08:23:56.333033",
"message_sent": true,
"start_time": "2025-07-17T08:23:55.029279",
"timestamp": "2025-07-17T08:23:56.333033",
"worker_executed": true,
"workers_notified": true
},
"investment_preferences": {
"investment_horizon": "Short-term",
"preferred_products": [
"equity",
"mutual_funds"
],
"risk_appetite": "MODERATE"
},
"output": "__OUTPUTS__ {\"analysis_timestamp\": \"2025-07-17T08:23:56.261410\", \"primary_segment\": \"MF_INVESTOR\", \"segment_description\": \"Mutual Fund Investor\", \"secondary_characteristics\": [\"Risk Profile: MODERATE\", \"AUM Tier: Premium\", \"Trading Activity: High\"], \"behavioral_patterns\": [\"Seeks regular market updates\", \"Prefers long-term investments\", \"Responds well to research-based recommendations\"], \"engagement_level\": {\"score\": 0.24, \"rating\": \"Low\"}, \"investment_preferences\": {\"preferred_products\": [\"equity\", \"mutual_funds\"], \"risk_appetite\": \"MODERATE\", \"investment_horizon\": \"Short-term\"}, \"confidence_score\": 0.83}\n",
"primary_segment": "MF_INVESTOR",
"return_code": 0,
"secondary_characteristics": [
"Risk Profile: MODERATE",
"AUM Tier: Premium",
"Trading Activity: High"
],
"segment_description": "Mutual Fund Investor",
"status": "completed",
"stderr": "",
"task_id": "analyze_client_profile"
},
"assess_client_risk": {
"assessment_timestamp": "2025-07-17T08:23:57.524325",
"churn_risk_score": 0.78,
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"assessment_timestamp\": \"2025-07-17T08:23:57.524325\", \"risk_level\": \"HIGH\", \"risk_description\": \"Immediate attention required\", \"churn_risk_score\": 0.78, \"risk_factors\": [\"Reduced trading activity\", \"Low platform engagement\", \"Frequent support requests\"], \"portfolio_risk\": {\"level\": \"LOW\", \"concentration_ratio\": 0.6, \"diversification_score\": 0.4}, \"relationship_health\": {\"score\": 0.22, \"status\": \"Critical\"}, \"recommended_interventions\": [\"Immediate relationship manager contact\", \"Personalized retention offer\", \"Portfolio review meeting\", \"Competitive analysis\"], \"next_review_date\": \"2025-07-24\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.214878,
"end_time": "2025-07-17T08:23:57.591416",
"message_sent": true,
"start_time": "2025-07-17T08:23:56.376538",
"timestamp": "2025-07-17T08:23:57.591416",
"worker_executed": true,
"workers_notified": true
},
"next_review_date": "2025-07-24",
"output": "__OUTPUTS__ {\"assessment_timestamp\": \"2025-07-17T08:23:57.524325\", \"risk_level\": \"HIGH\", \"risk_description\": \"Immediate attention required\", \"churn_risk_score\": 0.78, \"risk_factors\": [\"Reduced trading activity\", \"Low platform engagement\", \"Frequent support requests\"], \"portfolio_risk\": {\"level\": \"LOW\", \"concentration_ratio\": 0.6, \"diversification_score\": 0.4}, \"relationship_health\": {\"score\": 0.22, \"status\": \"Critical\"}, \"recommended_interventions\": [\"Immediate relationship manager contact\", \"Personalized retention offer\", \"Portfolio review meeting\", \"Competitive analysis\"], \"next_review_date\": \"2025-07-24\"}\n",
"portfolio_risk": {
"concentration_ratio": 0.6,
"diversification_score": 0.4,
"level": "LOW"
},
"recommended_interventions": [
"Immediate relationship manager contact",
"Personalized retention offer",
"Portfolio review meeting",
"Competitive analysis"
],
"relationship_health": {
"score": 0.22,
"status": "Critical"
},
"return_code": 0,
"risk_description": "Immediate attention required",
"risk_factors": [
"Reduced trading activity",
"Low platform engagement",
"Frequent support requests"
],
"risk_level": "HIGH",
"status": "completed",
"stderr": "",
"task_id": "assess_client_risk"
},
"collect_client_data": {
"client_data": {
"basic_info": {
"age": 45,
"city": "Mumbai",
"kyc_status": "VERIFIED",
"name": "Rajesh Kumar",
"occupation": "Business Owner",
"registration_date": "2020-01-15",
"risk_profile": "MODERATE",
"sub_broker_id": "SB593"
},
"behavioral_data": {
"login_frequency": "monthly",
"mobile_app_usage": "low",
"research_report_downloads": 18,
"support_interactions": 3,
"webinar_attendance": 2
},
"client_id": "C001",
"communication_preferences": {
"channel": "phone",
"content_type": "product_offers",
"frequency": "daily"
},
"portfolio": {
"active_loans": 0,
"cash_balance": 21448,
"equity_holdings": 510000,
"insurance_policies": 1,
"mutual_funds": 212500,
"total_aum": 850000
},
"transaction_history": {
"avg_monthly_volume": 144011,
"last_transaction_date": "2025-06-20",
"preferred_segments": [
"equity",
"mutual_funds"
],
"total_trades_ytd": 120,
"trading_frequency": "high"
}
},
"collection_timestamp": "2025-07-17T08:23:54.935243",
"data_quality_score": 0.99,
"data_sources": [
"trading_system",
"crm",
"support_system",
"mobile_app"
],
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"status\": \"success\", \"client_data\": {\"client_id\": \"C001\", \"basic_info\": {\"name\": \"Rajesh Kumar\", \"city\": \"Mumbai\", \"age\": 45, \"occupation\": \"Business Owner\", \"registration_date\": \"2020-01-15\", \"kyc_status\": \"VERIFIED\", \"risk_profile\": \"MODERATE\", \"sub_broker_id\": \"SB593\"}, \"portfolio\": {\"equity_holdings\": 510000, \"mutual_funds\": 212500, \"insurance_policies\": 1, \"active_loans\": 0, \"total_aum\": 850000, \"cash_balance\": 21448}, \"transaction_history\": {\"last_transaction_date\": \"2025-06-20\", \"avg_monthly_volume\": 144011, \"preferred_segments\": [\"equity\", \"mutual_funds\"], \"trading_frequency\": \"high\", \"total_trades_ytd\": 120}, \"behavioral_data\": {\"login_frequency\": \"monthly\", \"mobile_app_usage\": \"low\", \"support_interactions\": 3, \"webinar_attendance\": 2, \"research_report_downloads\": 18}, \"communication_preferences\": {\"channel\": \"phone\", \"frequency\": \"daily\", \"content_type\": \"product_offers\"}}, \"data_sources\": [\"trading_system\", \"crm\", \"support_system\", \"mobile_app\"], \"collection_timestamp\": \"2025-07-17T08:23:54.935243\", \"data_quality_score\": 0.99}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.214862,
"end_time": "2025-07-17T08:23:55.002574",
"message_sent": true,
"start_time": "2025-07-17T08:23:53.787712",
"timestamp": "2025-07-17T08:23:55.002574",
"worker_executed": true,
"workers_notified": true
},
"output": "__OUTPUTS__ {\"status\": \"success\", \"client_data\": {\"client_id\": \"C001\", \"basic_info\": {\"name\": \"Rajesh Kumar\", \"city\": \"Mumbai\", \"age\": 45, \"occupation\": \"Business Owner\", \"registration_date\": \"2020-01-15\", \"kyc_status\": \"VERIFIED\", \"risk_profile\": \"MODERATE\", \"sub_broker_id\": \"SB593\"}, \"portfolio\": {\"equity_holdings\": 510000, \"mutual_funds\": 212500, \"insurance_policies\": 1, \"active_loans\": 0, \"total_aum\": 850000, \"cash_balance\": 21448}, \"transaction_history\": {\"last_transaction_date\": \"2025-06-20\", \"avg_monthly_volume\": 144011, \"preferred_segments\": [\"equity\", \"mutual_funds\"], \"trading_frequency\": \"high\", \"total_trades_ytd\": 120}, \"behavioral_data\": {\"login_frequency\": \"monthly\", \"mobile_app_usage\": \"low\", \"support_interactions\": 3, \"webinar_attendance\": 2, \"research_report_downloads\": 18}, \"communication_preferences\": {\"channel\": \"phone\", \"frequency\": \"daily\", \"content_type\": \"product_offers\"}}, \"data_sources\": [\"trading_system\", \"crm\", \"support_system\", \"mobile_app\"], \"collection_timestamp\": \"2025-07-17T08:23:54.935243\", \"data_quality_score\": 0.99}\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "collect_client_data"
},
"execution_summary": {
"completed_tasks": 6,
"dependencies_detected": false,
"end_time": "2025-07-17T08:33:00.592588",
"execution_mode": "distributed",
"start_time": "2025-07-17T08:23:52.763101",
"total_tasks": 9
},
"generate_performance_metrics": {
"analytics_timestamp": "2025-07-17T08:30:00.383516",
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"metrics_generated\": true, \"performance_metrics\": {\"execution_id\": \"24b3365e-7038-446a-aa29-cf925345372d\", \"workflow_id\": \"UNRESOLVED_WORKFLOW_ID\", \"client_id\": \"\", \"processing_timestamp\": \"2025-07-17T08:30:00.383425\", \"execution_metrics\": {\"total_execution_time\": \"30 seconds\", \"tasks_completed\": 12, \"tasks_successful\": 12, \"success_rate\": 100.0, \"data_quality_score\": 0.92, \"ai_confidence_average\": 0.93}, \"route_taken\": \"UNRESOLVED_risk_based_router.selected_route\", \"route_performance\": {\"avg_success_rate\": 0.48, \"avg_response_time\": \"1.8 days\"}, \"response_metrics\": {\"response_received\": true, \"response_positive\": false, \"engagement_score\": 0.76, \"tracking_quality\": {\"email_open_rate\": 0.8, \"sentiment_score\": 0.55, \"time_to_response\": \"27 hours\", \"interaction_depth\": \"surface\", \"click_through_rate\": 0.13}}, \"business_impact\": {\"estimated_revenue_impact\": \"\\u20b962294\", \"retention_probability_improvement\": \"+35%\", \"engagement_score_improvement\": \"+27%\", \"cross_sell_opportunities_identified\": 4, \"client_satisfaction_impact\": \"+17%\"}, \"success_indicators\": {\"data_collection\": \"SUCCESS\", \"risk_assessment\": \"SUCCESS\", \"recommendations\": \"SUCCESS\", \"notifications\": \"SUCCESS\", \"communication\": \"SUCCESS\", \"tracking\": \"SUCCESS\"}, \"next_actions\": {\"follow_up_required\": true, \"escalation_needed\": false, \"next_review_date\": \"2025-08-16T08:30:00.383443\", \"recommended_action\": \"send_reminder\"}, \"improvement_recommendations\": [\"Expand cross-selling opportunity matrix\", \"Improve response time tracking accuracy\", \"Implement A/B testing for communication strategies\"]}, \"analytics_timestamp\": \"2025-07-17T08:30:00.383516\", \"report_confidence\": 0.94}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.227879,
"end_time": "2025-07-17T08:30:00.465516",
"message_sent": true,
"start_time": "2025-07-17T08:29:59.237637",
"timestamp": "2025-07-17T08:30:00.465516",
"worker_executed": true,
"workers_notified": true
},
"metrics_generated": true,
"output": "__OUTPUTS__ {\"metrics_generated\": true, \"performance_metrics\": {\"execution_id\": \"24b3365e-7038-446a-aa29-cf925345372d\", \"workflow_id\": \"UNRESOLVED_WORKFLOW_ID\", \"client_id\": \"\", \"processing_timestamp\": \"2025-07-17T08:30:00.383425\", \"execution_metrics\": {\"total_execution_time\": \"30 seconds\", \"tasks_completed\": 12, \"tasks_successful\": 12, \"success_rate\": 100.0, \"data_quality_score\": 0.92, \"ai_confidence_average\": 0.93}, \"route_taken\": \"UNRESOLVED_risk_based_router.selected_route\", \"route_performance\": {\"avg_success_rate\": 0.48, \"avg_response_time\": \"1.8 days\"}, \"response_metrics\": {\"response_received\": true, \"response_positive\": false, \"engagement_score\": 0.76, \"tracking_quality\": {\"email_open_rate\": 0.8, \"sentiment_score\": 0.55, \"time_to_response\": \"27 hours\", \"interaction_depth\": \"surface\", \"click_through_rate\": 0.13}}, \"business_impact\": {\"estimated_revenue_impact\": \"\\u20b962294\", \"retention_probability_improvement\": \"+35%\", \"engagement_score_improvement\": \"+27%\", \"cross_sell_opportunities_identified\": 4, \"client_satisfaction_impact\": \"+17%\"}, \"success_indicators\": {\"data_collection\": \"SUCCESS\", \"risk_assessment\": \"SUCCESS\", \"recommendations\": \"SUCCESS\", \"notifications\": \"SUCCESS\", \"communication\": \"SUCCESS\", \"tracking\": \"SUCCESS\"}, \"next_actions\": {\"follow_up_required\": true, \"escalation_needed\": false, \"next_review_date\": \"2025-08-16T08:30:00.383443\", \"recommended_action\": \"send_reminder\"}, \"improvement_recommendations\": [\"Expand cross-selling opportunity matrix\", \"Improve response time tracking accuracy\", \"Implement A/B testing for communication strategies\"]}, \"analytics_timestamp\": \"2025-07-17T08:30:00.383516\", \"report_confidence\": 0.94}\n",
"performance_metrics": {
"business_impact": {
"client_satisfaction_impact": "+17%",
"cross_sell_opportunities_identified": 4,
"engagement_score_improvement": "+27%",
"estimated_revenue_impact": "\u20b962294",
"retention_probability_improvement": "+35%"
},
"client_id": "",
"execution_id": "24b3365e-7038-446a-aa29-cf925345372d",
"execution_metrics": {
"ai_confidence_average": 0.93,
"data_quality_score": 0.92,
"success_rate": 100.0,
"tasks_completed": 12,
"tasks_successful": 12,
"total_execution_time": "30 seconds"
},
"improvement_recommendations": [
"Expand cross-selling opportunity matrix",
"Improve response time tracking accuracy",
"Implement A/B testing for communication strategies"
],
"next_actions": {
"escalation_needed": false,
"follow_up_required": true,
"next_review_date": "2025-08-16T08:30:00.383443",
"recommended_action": "send_reminder"
},
"processing_timestamp": "2025-07-17T08:30:00.383425",
"response_metrics": {
"engagement_score": 0.76,
"response_positive": false,
"response_received": true,
"tracking_quality": {
"click_through_rate": 0.13,
"email_open_rate": 0.8,
"interaction_depth": "surface",
"sentiment_score": 0.55,
"time_to_response": "27 hours"
}
},
"route_performance": {
"avg_response_time": "1.8 days",
"avg_success_rate": 0.48
},
"route_taken": "UNRESOLVED_risk_based_router.selected_route",
"success_indicators": {
"communication": "SUCCESS",
"data_collection": "SUCCESS",
"notifications": "SUCCESS",
"recommendations": "SUCCESS",
"risk_assessment": "SUCCESS",
"tracking": "SUCCESS"
},
"workflow_id": "UNRESOLVED_WORKFLOW_ID"
},
"report_confidence": 0.94,
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "generate_performance_metrics"
},
"generate_retention_strategy": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpcxfo7okl.py\", line 14, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpcxfo7okl.py\", line 14, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"status": "FAILED",
"task_id": "generate_retention_strategy"
},
"prepare_campaign_execution": {
"error": "Unsupported task type: parallel",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Unsupported task type: parallel",
"status": "FAILED",
"task_id": "prepare_campaign_execution"
},
"risk_based_router": {
"all_conditions_checked": [
{
"condition": "${assess_client_risk.risk_level} == \u0027HIGH\u0027",
"name": "high_risk_client",
"result": true,
"route": "retention_path"
}
],
"duration_seconds": 0.000506,
"ended_at": "2025-07-17T08:23:57.717707",
"evaluation_details": {
"condition_index": 0,
"matched_condition": {
"condition": "${assess_client_risk.risk_level} == \u0027HIGH\u0027",
"name": "high_risk_client",
"result": true,
"route": "retention_path"
}
},
"execution_details": {
"actual_result": {
"output": "Route selected: retention_path\n__OUTPUTS__ {\"router_type\": \"condition\", \"selected_route\": \"retention_path\", \"route_reason\": \"condition_matched: high_risk_client\", \"evaluation_details\": {\"matched_condition\": {\"name\": \"high_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027HIGH\u0027\", \"result\": true, \"route\": \"retention_path\"}, \"condition_index\": 0}, \"all_conditions_checked\": [{\"name\": \"high_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027HIGH\u0027\", \"result\": true, \"route\": \"retention_path\"}], \"duration_seconds\": 0.000506, \"started_at\": \"2025-07-17T08:23:57.717201\", \"ended_at\": \"2025-07-17T08:23:57.717707\"}",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.160391,
"end_time": "2025-07-17T08:23:57.779538",
"message_sent": true,
"start_time": "2025-07-17T08:23:57.619147",
"timestamp": "2025-07-17T08:23:57.779538",
"worker_executed": true,
"workers_notified": true
},
"output": "Route selected: retention_path\n__OUTPUTS__ {\"router_type\": \"condition\", \"selected_route\": \"retention_path\", \"route_reason\": \"condition_matched: high_risk_client\", \"evaluation_details\": {\"matched_condition\": {\"name\": \"high_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027HIGH\u0027\", \"result\": true, \"route\": \"retention_path\"}, \"condition_index\": 0}, \"all_conditions_checked\": [{\"name\": \"high_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027HIGH\u0027\", \"result\": true, \"route\": \"retention_path\"}], \"duration_seconds\": 0.000506, \"started_at\": \"2025-07-17T08:23:57.717201\", \"ended_at\": \"2025-07-17T08:23:57.717707\"}",
"return_code": 0,
"route_reason": "condition_matched: high_risk_client",
"router_type": "condition",
"selected_route": "retention_path",
"started_at": "2025-07-17T08:23:57.717201",
"status": "completed",
"stderr": "",
"task_id": "risk_based_router"
},
"simulate_response_tracking": {
"analysis_timestamp": "2025-07-17T08:29:59.144415",
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"response_tracked\": true, \"response_data\": {\"client_id\": \"\", \"campaign_route\": \"UNRESOLVED_risk_based_router.selected_route\", \"has_response\": true, \"is_positive\": false, \"response_timestamp\": \"2025-07-17T08:29:59.144266\", \"response_channel\": \"sms\", \"response_type\": \"inquiry\", \"response_time_minutes\": 237, \"engagement_score\": 0.76, \"follow_up_required\": true, \"next_action\": \"send_reminder\"}, \"tracking_metrics\": {\"email_open_rate\": 0.8, \"click_through_rate\": 0.13, \"time_to_response\": \"27 hours\", \"interaction_depth\": \"surface\", \"sentiment_score\": 0.55}, \"analysis_timestamp\": \"2025-07-17T08:29:59.144415\", \"recommendation\": \"Escalate to manager\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.234292,
"end_time": "2025-07-17T08:29:59.209335",
"message_sent": true,
"start_time": "2025-07-17T08:29:57.975043",
"timestamp": "2025-07-17T08:29:59.209335",
"worker_executed": true,
"workers_notified": true
},
"output": "__OUTPUTS__ {\"response_tracked\": true, \"response_data\": {\"client_id\": \"\", \"campaign_route\": \"UNRESOLVED_risk_based_router.selected_route\", \"has_response\": true, \"is_positive\": false, \"response_timestamp\": \"2025-07-17T08:29:59.144266\", \"response_channel\": \"sms\", \"response_type\": \"inquiry\", \"response_time_minutes\": 237, \"engagement_score\": 0.76, \"follow_up_required\": true, \"next_action\": \"send_reminder\"}, \"tracking_metrics\": {\"email_open_rate\": 0.8, \"click_through_rate\": 0.13, \"time_to_response\": \"27 hours\", \"interaction_depth\": \"surface\", \"sentiment_score\": 0.55}, \"analysis_timestamp\": \"2025-07-17T08:29:59.144415\", \"recommendation\": \"Escalate to manager\"}\n",
"recommendation": "Escalate to manager",
"response_data": {
"campaign_route": "UNRESOLVED_risk_based_router.selected_route",
"client_id": "",
"engagement_score": 0.76,
"follow_up_required": true,
"has_response": true,
"is_positive": false,
"next_action": "send_reminder",
"response_channel": "sms",
"response_time_minutes": 237,
"response_timestamp": "2025-07-17T08:29:59.144266",
"response_type": "inquiry"
},
"response_tracked": true,
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "simulate_response_tracking",
"tracking_metrics": {
"click_through_rate": 0.13,
"email_open_rate": 0.8,
"interaction_depth": "surface",
"sentiment_score": 0.55,
"time_to_response": "27 hours"
}
},
"status": "FAILED",
"task_outputs": {
"analyze_client_profile": {
"analysis_timestamp": "2025-07-17T08:23:56.261410",
"behavioral_patterns": [
"Seeks regular market updates",
"Prefers long-term investments",
"Responds well to research-based recommendations"
],
"confidence_score": 0.83,
"engagement_level": {
"rating": "Low",
"score": 0.24
},
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"analysis_timestamp\": \"2025-07-17T08:23:56.261410\", \"primary_segment\": \"MF_INVESTOR\", \"segment_description\": \"Mutual Fund Investor\", \"secondary_characteristics\": [\"Risk Profile: MODERATE\", \"AUM Tier: Premium\", \"Trading Activity: High\"], \"behavioral_patterns\": [\"Seeks regular market updates\", \"Prefers long-term investments\", \"Responds well to research-based recommendations\"], \"engagement_level\": {\"score\": 0.24, \"rating\": \"Low\"}, \"investment_preferences\": {\"preferred_products\": [\"equity\", \"mutual_funds\"], \"risk_appetite\": \"MODERATE\", \"investment_horizon\": \"Short-term\"}, \"confidence_score\": 0.83}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.303754,
"end_time": "2025-07-17T08:23:56.333033",
"message_sent": true,
"start_time": "2025-07-17T08:23:55.029279",
"timestamp": "2025-07-17T08:23:56.333033",
"worker_executed": true,
"workers_notified": true
},
"investment_preferences": {
"investment_horizon": "Short-term",
"preferred_products": [
"equity",
"mutual_funds"
],
"risk_appetite": "MODERATE"
},
"output": "__OUTPUTS__ {\"analysis_timestamp\": \"2025-07-17T08:23:56.261410\", \"primary_segment\": \"MF_INVESTOR\", \"segment_description\": \"Mutual Fund Investor\", \"secondary_characteristics\": [\"Risk Profile: MODERATE\", \"AUM Tier: Premium\", \"Trading Activity: High\"], \"behavioral_patterns\": [\"Seeks regular market updates\", \"Prefers long-term investments\", \"Responds well to research-based recommendations\"], \"engagement_level\": {\"score\": 0.24, \"rating\": \"Low\"}, \"investment_preferences\": {\"preferred_products\": [\"equity\", \"mutual_funds\"], \"risk_appetite\": \"MODERATE\", \"investment_horizon\": \"Short-term\"}, \"confidence_score\": 0.83}\n",
"primary_segment": "MF_INVESTOR",
"return_code": 0,
"secondary_characteristics": [
"Risk Profile: MODERATE",
"AUM Tier: Premium",
"Trading Activity: High"
],
"segment_description": "Mutual Fund Investor",
"status": "completed",
"stderr": "",
"task_id": "analyze_client_profile"
},
"assess_client_risk": {
"assessment_timestamp": "2025-07-17T08:23:57.524325",
"churn_risk_score": 0.78,
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"assessment_timestamp\": \"2025-07-17T08:23:57.524325\", \"risk_level\": \"HIGH\", \"risk_description\": \"Immediate attention required\", \"churn_risk_score\": 0.78, \"risk_factors\": [\"Reduced trading activity\", \"Low platform engagement\", \"Frequent support requests\"], \"portfolio_risk\": {\"level\": \"LOW\", \"concentration_ratio\": 0.6, \"diversification_score\": 0.4}, \"relationship_health\": {\"score\": 0.22, \"status\": \"Critical\"}, \"recommended_interventions\": [\"Immediate relationship manager contact\", \"Personalized retention offer\", \"Portfolio review meeting\", \"Competitive analysis\"], \"next_review_date\": \"2025-07-24\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.214878,
"end_time": "2025-07-17T08:23:57.591416",
"message_sent": true,
"start_time": "2025-07-17T08:23:56.376538",
"timestamp": "2025-07-17T08:23:57.591416",
"worker_executed": true,
"workers_notified": true
},
"next_review_date": "2025-07-24",
"output": "__OUTPUTS__ {\"assessment_timestamp\": \"2025-07-17T08:23:57.524325\", \"risk_level\": \"HIGH\", \"risk_description\": \"Immediate attention required\", \"churn_risk_score\": 0.78, \"risk_factors\": [\"Reduced trading activity\", \"Low platform engagement\", \"Frequent support requests\"], \"portfolio_risk\": {\"level\": \"LOW\", \"concentration_ratio\": 0.6, \"diversification_score\": 0.4}, \"relationship_health\": {\"score\": 0.22, \"status\": \"Critical\"}, \"recommended_interventions\": [\"Immediate relationship manager contact\", \"Personalized retention offer\", \"Portfolio review meeting\", \"Competitive analysis\"], \"next_review_date\": \"2025-07-24\"}\n",
"portfolio_risk": {
"concentration_ratio": 0.6,
"diversification_score": 0.4,
"level": "LOW"
},
"recommended_interventions": [
"Immediate relationship manager contact",
"Personalized retention offer",
"Portfolio review meeting",
"Competitive analysis"
],
"relationship_health": {
"score": 0.22,
"status": "Critical"
},
"return_code": 0,
"risk_description": "Immediate attention required",
"risk_factors": [
"Reduced trading activity",
"Low platform engagement",
"Frequent support requests"
],
"risk_level": "HIGH",
"status": "completed",
"stderr": "",
"task_id": "assess_client_risk"
},
"collect_client_data": {
"client_data": {
"basic_info": {
"age": 45,
"city": "Mumbai",
"kyc_status": "VERIFIED",
"name": "Rajesh Kumar",
"occupation": "Business Owner",
"registration_date": "2020-01-15",
"risk_profile": "MODERATE",
"sub_broker_id": "SB593"
},
"behavioral_data": {
"login_frequency": "monthly",
"mobile_app_usage": "low",
"research_report_downloads": 18,
"support_interactions": 3,
"webinar_attendance": 2
},
"client_id": "C001",
"communication_preferences": {
"channel": "phone",
"content_type": "product_offers",
"frequency": "daily"
},
"portfolio": {
"active_loans": 0,
"cash_balance": 21448,
"equity_holdings": 510000,
"insurance_policies": 1,
"mutual_funds": 212500,
"total_aum": 850000
},
"transaction_history": {
"avg_monthly_volume": 144011,
"last_transaction_date": "2025-06-20",
"preferred_segments": [
"equity",
"mutual_funds"
],
"total_trades_ytd": 120,
"trading_frequency": "high"
}
},
"collection_timestamp": "2025-07-17T08:23:54.935243",
"data_quality_score": 0.99,
"data_sources": [
"trading_system",
"crm",
"support_system",
"mobile_app"
],
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"status\": \"success\", \"client_data\": {\"client_id\": \"C001\", \"basic_info\": {\"name\": \"Rajesh Kumar\", \"city\": \"Mumbai\", \"age\": 45, \"occupation\": \"Business Owner\", \"registration_date\": \"2020-01-15\", \"kyc_status\": \"VERIFIED\", \"risk_profile\": \"MODERATE\", \"sub_broker_id\": \"SB593\"}, \"portfolio\": {\"equity_holdings\": 510000, \"mutual_funds\": 212500, \"insurance_policies\": 1, \"active_loans\": 0, \"total_aum\": 850000, \"cash_balance\": 21448}, \"transaction_history\": {\"last_transaction_date\": \"2025-06-20\", \"avg_monthly_volume\": 144011, \"preferred_segments\": [\"equity\", \"mutual_funds\"], \"trading_frequency\": \"high\", \"total_trades_ytd\": 120}, \"behavioral_data\": {\"login_frequency\": \"monthly\", \"mobile_app_usage\": \"low\", \"support_interactions\": 3, \"webinar_attendance\": 2, \"research_report_downloads\": 18}, \"communication_preferences\": {\"channel\": \"phone\", \"frequency\": \"daily\", \"content_type\": \"product_offers\"}}, \"data_sources\": [\"trading_system\", \"crm\", \"support_system\", \"mobile_app\"], \"collection_timestamp\": \"2025-07-17T08:23:54.935243\", \"data_quality_score\": 0.99}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.214862,
"end_time": "2025-07-17T08:23:55.002574",
"message_sent": true,
"start_time": "2025-07-17T08:23:53.787712",
"timestamp": "2025-07-17T08:23:55.002574",
"worker_executed": true,
"workers_notified": true
},
"output": "__OUTPUTS__ {\"status\": \"success\", \"client_data\": {\"client_id\": \"C001\", \"basic_info\": {\"name\": \"Rajesh Kumar\", \"city\": \"Mumbai\", \"age\": 45, \"occupation\": \"Business Owner\", \"registration_date\": \"2020-01-15\", \"kyc_status\": \"VERIFIED\", \"risk_profile\": \"MODERATE\", \"sub_broker_id\": \"SB593\"}, \"portfolio\": {\"equity_holdings\": 510000, \"mutual_funds\": 212500, \"insurance_policies\": 1, \"active_loans\": 0, \"total_aum\": 850000, \"cash_balance\": 21448}, \"transaction_history\": {\"last_transaction_date\": \"2025-06-20\", \"avg_monthly_volume\": 144011, \"preferred_segments\": [\"equity\", \"mutual_funds\"], \"trading_frequency\": \"high\", \"total_trades_ytd\": 120}, \"behavioral_data\": {\"login_frequency\": \"monthly\", \"mobile_app_usage\": \"low\", \"support_interactions\": 3, \"webinar_attendance\": 2, \"research_report_downloads\": 18}, \"communication_preferences\": {\"channel\": \"phone\", \"frequency\": \"daily\", \"content_type\": \"product_offers\"}}, \"data_sources\": [\"trading_system\", \"crm\", \"support_system\", \"mobile_app\"], \"collection_timestamp\": \"2025-07-17T08:23:54.935243\", \"data_quality_score\": 0.99}\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "collect_client_data"
},
"generate_performance_metrics": {
"analytics_timestamp": "2025-07-17T08:30:00.383516",
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"metrics_generated\": true, \"performance_metrics\": {\"execution_id\": \"24b3365e-7038-446a-aa29-cf925345372d\", \"workflow_id\": \"UNRESOLVED_WORKFLOW_ID\", \"client_id\": \"\", \"processing_timestamp\": \"2025-07-17T08:30:00.383425\", \"execution_metrics\": {\"total_execution_time\": \"30 seconds\", \"tasks_completed\": 12, \"tasks_successful\": 12, \"success_rate\": 100.0, \"data_quality_score\": 0.92, \"ai_confidence_average\": 0.93}, \"route_taken\": \"UNRESOLVED_risk_based_router.selected_route\", \"route_performance\": {\"avg_success_rate\": 0.48, \"avg_response_time\": \"1.8 days\"}, \"response_metrics\": {\"response_received\": true, \"response_positive\": false, \"engagement_score\": 0.76, \"tracking_quality\": {\"email_open_rate\": 0.8, \"sentiment_score\": 0.55, \"time_to_response\": \"27 hours\", \"interaction_depth\": \"surface\", \"click_through_rate\": 0.13}}, \"business_impact\": {\"estimated_revenue_impact\": \"\\u20b962294\", \"retention_probability_improvement\": \"+35%\", \"engagement_score_improvement\": \"+27%\", \"cross_sell_opportunities_identified\": 4, \"client_satisfaction_impact\": \"+17%\"}, \"success_indicators\": {\"data_collection\": \"SUCCESS\", \"risk_assessment\": \"SUCCESS\", \"recommendations\": \"SUCCESS\", \"notifications\": \"SUCCESS\", \"communication\": \"SUCCESS\", \"tracking\": \"SUCCESS\"}, \"next_actions\": {\"follow_up_required\": true, \"escalation_needed\": false, \"next_review_date\": \"2025-08-16T08:30:00.383443\", \"recommended_action\": \"send_reminder\"}, \"improvement_recommendations\": [\"Expand cross-selling opportunity matrix\", \"Improve response time tracking accuracy\", \"Implement A/B testing for communication strategies\"]}, \"analytics_timestamp\": \"2025-07-17T08:30:00.383516\", \"report_confidence\": 0.94}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.227879,
"end_time": "2025-07-17T08:30:00.465516",
"message_sent": true,
"start_time": "2025-07-17T08:29:59.237637",
"timestamp": "2025-07-17T08:30:00.465516",
"worker_executed": true,
"workers_notified": true
},
"metrics_generated": true,
"output": "__OUTPUTS__ {\"metrics_generated\": true, \"performance_metrics\": {\"execution_id\": \"24b3365e-7038-446a-aa29-cf925345372d\", \"workflow_id\": \"UNRESOLVED_WORKFLOW_ID\", \"client_id\": \"\", \"processing_timestamp\": \"2025-07-17T08:30:00.383425\", \"execution_metrics\": {\"total_execution_time\": \"30 seconds\", \"tasks_completed\": 12, \"tasks_successful\": 12, \"success_rate\": 100.0, \"data_quality_score\": 0.92, \"ai_confidence_average\": 0.93}, \"route_taken\": \"UNRESOLVED_risk_based_router.selected_route\", \"route_performance\": {\"avg_success_rate\": 0.48, \"avg_response_time\": \"1.8 days\"}, \"response_metrics\": {\"response_received\": true, \"response_positive\": false, \"engagement_score\": 0.76, \"tracking_quality\": {\"email_open_rate\": 0.8, \"sentiment_score\": 0.55, \"time_to_response\": \"27 hours\", \"interaction_depth\": \"surface\", \"click_through_rate\": 0.13}}, \"business_impact\": {\"estimated_revenue_impact\": \"\\u20b962294\", \"retention_probability_improvement\": \"+35%\", \"engagement_score_improvement\": \"+27%\", \"cross_sell_opportunities_identified\": 4, \"client_satisfaction_impact\": \"+17%\"}, \"success_indicators\": {\"data_collection\": \"SUCCESS\", \"risk_assessment\": \"SUCCESS\", \"recommendations\": \"SUCCESS\", \"notifications\": \"SUCCESS\", \"communication\": \"SUCCESS\", \"tracking\": \"SUCCESS\"}, \"next_actions\": {\"follow_up_required\": true, \"escalation_needed\": false, \"next_review_date\": \"2025-08-16T08:30:00.383443\", \"recommended_action\": \"send_reminder\"}, \"improvement_recommendations\": [\"Expand cross-selling opportunity matrix\", \"Improve response time tracking accuracy\", \"Implement A/B testing for communication strategies\"]}, \"analytics_timestamp\": \"2025-07-17T08:30:00.383516\", \"report_confidence\": 0.94}\n",
"performance_metrics": {
"business_impact": {
"client_satisfaction_impact": "+17%",
"cross_sell_opportunities_identified": 4,
"engagement_score_improvement": "+27%",
"estimated_revenue_impact": "\u20b962294",
"retention_probability_improvement": "+35%"
},
"client_id": "",
"execution_id": "24b3365e-7038-446a-aa29-cf925345372d",
"execution_metrics": {
"ai_confidence_average": 0.93,
"data_quality_score": 0.92,
"success_rate": 100.0,
"tasks_completed": 12,
"tasks_successful": 12,
"total_execution_time": "30 seconds"
},
"improvement_recommendations": [
"Expand cross-selling opportunity matrix",
"Improve response time tracking accuracy",
"Implement A/B testing for communication strategies"
],
"next_actions": {
"escalation_needed": false,
"follow_up_required": true,
"next_review_date": "2025-08-16T08:30:00.383443",
"recommended_action": "send_reminder"
},
"processing_timestamp": "2025-07-17T08:30:00.383425",
"response_metrics": {
"engagement_score": 0.76,
"response_positive": false,
"response_received": true,
"tracking_quality": {
"click_through_rate": 0.13,
"email_open_rate": 0.8,
"interaction_depth": "surface",
"sentiment_score": 0.55,
"time_to_response": "27 hours"
}
},
"route_performance": {
"avg_response_time": "1.8 days",
"avg_success_rate": 0.48
},
"route_taken": "UNRESOLVED_risk_based_router.selected_route",
"success_indicators": {
"communication": "SUCCESS",
"data_collection": "SUCCESS",
"notifications": "SUCCESS",
"recommendations": "SUCCESS",
"risk_assessment": "SUCCESS",
"tracking": "SUCCESS"
},
"workflow_id": "UNRESOLVED_WORKFLOW_ID"
},
"report_confidence": 0.94,
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "generate_performance_metrics"
},
"generate_retention_strategy": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpcxfo7okl.py\", line 14, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpcxfo7okl.py\", line 14, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"status": "FAILED",
"task_id": "generate_retention_strategy"
},
"prepare_campaign_execution": {
"error": "Unsupported task type: parallel",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Unsupported task type: parallel",
"status": "FAILED",
"task_id": "prepare_campaign_execution"
},
"risk_based_router": {
"all_conditions_checked": [
{
"condition": "${assess_client_risk.risk_level} == \u0027HIGH\u0027",
"name": "high_risk_client",
"result": true,
"route": "retention_path"
}
],
"duration_seconds": 0.000506,
"ended_at": "2025-07-17T08:23:57.717707",
"evaluation_details": {
"condition_index": 0,
"matched_condition": {
"condition": "${assess_client_risk.risk_level} == \u0027HIGH\u0027",
"name": "high_risk_client",
"result": true,
"route": "retention_path"
}
},
"execution_details": {
"actual_result": {
"output": "Route selected: retention_path\n__OUTPUTS__ {\"router_type\": \"condition\", \"selected_route\": \"retention_path\", \"route_reason\": \"condition_matched: high_risk_client\", \"evaluation_details\": {\"matched_condition\": {\"name\": \"high_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027HIGH\u0027\", \"result\": true, \"route\": \"retention_path\"}, \"condition_index\": 0}, \"all_conditions_checked\": [{\"name\": \"high_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027HIGH\u0027\", \"result\": true, \"route\": \"retention_path\"}], \"duration_seconds\": 0.000506, \"started_at\": \"2025-07-17T08:23:57.717201\", \"ended_at\": \"2025-07-17T08:23:57.717707\"}",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.160391,
"end_time": "2025-07-17T08:23:57.779538",
"message_sent": true,
"start_time": "2025-07-17T08:23:57.619147",
"timestamp": "2025-07-17T08:23:57.779538",
"worker_executed": true,
"workers_notified": true
},
"output": "Route selected: retention_path\n__OUTPUTS__ {\"router_type\": \"condition\", \"selected_route\": \"retention_path\", \"route_reason\": \"condition_matched: high_risk_client\", \"evaluation_details\": {\"matched_condition\": {\"name\": \"high_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027HIGH\u0027\", \"result\": true, \"route\": \"retention_path\"}, \"condition_index\": 0}, \"all_conditions_checked\": [{\"name\": \"high_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027HIGH\u0027\", \"result\": true, \"route\": \"retention_path\"}], \"duration_seconds\": 0.000506, \"started_at\": \"2025-07-17T08:23:57.717201\", \"ended_at\": \"2025-07-17T08:23:57.717707\"}",
"return_code": 0,
"route_reason": "condition_matched: high_risk_client",
"router_type": "condition",
"selected_route": "retention_path",
"started_at": "2025-07-17T08:23:57.717201",
"status": "completed",
"stderr": "",
"task_id": "risk_based_router"
},
"simulate_response_tracking": {
"analysis_timestamp": "2025-07-17T08:29:59.144415",
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"response_tracked\": true, \"response_data\": {\"client_id\": \"\", \"campaign_route\": \"UNRESOLVED_risk_based_router.selected_route\", \"has_response\": true, \"is_positive\": false, \"response_timestamp\": \"2025-07-17T08:29:59.144266\", \"response_channel\": \"sms\", \"response_type\": \"inquiry\", \"response_time_minutes\": 237, \"engagement_score\": 0.76, \"follow_up_required\": true, \"next_action\": \"send_reminder\"}, \"tracking_metrics\": {\"email_open_rate\": 0.8, \"click_through_rate\": 0.13, \"time_to_response\": \"27 hours\", \"interaction_depth\": \"surface\", \"sentiment_score\": 0.55}, \"analysis_timestamp\": \"2025-07-17T08:29:59.144415\", \"recommendation\": \"Escalate to manager\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.234292,
"end_time": "2025-07-17T08:29:59.209335",
"message_sent": true,
"start_time": "2025-07-17T08:29:57.975043",
"timestamp": "2025-07-17T08:29:59.209335",
"worker_executed": true,
"workers_notified": true
},
"output": "__OUTPUTS__ {\"response_tracked\": true, \"response_data\": {\"client_id\": \"\", \"campaign_route\": \"UNRESOLVED_risk_based_router.selected_route\", \"has_response\": true, \"is_positive\": false, \"response_timestamp\": \"2025-07-17T08:29:59.144266\", \"response_channel\": \"sms\", \"response_type\": \"inquiry\", \"response_time_minutes\": 237, \"engagement_score\": 0.76, \"follow_up_required\": true, \"next_action\": \"send_reminder\"}, \"tracking_metrics\": {\"email_open_rate\": 0.8, \"click_through_rate\": 0.13, \"time_to_response\": \"27 hours\", \"interaction_depth\": \"surface\", \"sentiment_score\": 0.55}, \"analysis_timestamp\": \"2025-07-17T08:29:59.144415\", \"recommendation\": \"Escalate to manager\"}\n",
"recommendation": "Escalate to manager",
"response_data": {
"campaign_route": "UNRESOLVED_risk_based_router.selected_route",
"client_id": "",
"engagement_score": 0.76,
"follow_up_required": true,
"has_response": true,
"is_positive": false,
"next_action": "send_reminder",
"response_channel": "sms",
"response_time_minutes": 237,
"response_timestamp": "2025-07-17T08:29:59.144266",
"response_type": "inquiry"
},
"response_tracked": true,
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "simulate_response_tracking",
"tracking_metrics": {
"click_through_rate": 0.13,
"email_open_rate": 0.8,
"interaction_depth": "surface",
"sentiment_score": 0.55,
"time_to_response": "27 hours"
}
},
"update_learning_model": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmp9wbjcggu.py\", line 15, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmp9wbjcggu.py\", line 15, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"status": "FAILED",
"task_id": "update_learning_model"
}
},
"update_learning_model": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmp9wbjcggu.py\", line 15, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmp9wbjcggu.py\", line 15, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"status": "FAILED",
"task_id": "update_learning_model"
}
}