Complete Execution Output (JSON):
{
"analyze_performance": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmppwsr1z8t.py\", line 86, in \u003cmodule\u003e\n best_type = max(type_analysis.items(), key=lambda x: x[1][\"success_rate\"])\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/tmp/tmppwsr1z8t.py\", line 86, in \u003clambda\u003e\n best_type = max(type_analysis.items(), key=lambda x: x[1][\"success_rate\"])\n ~~~~^^^^^^^^^^^^^^^^\nKeyError: \u0027success_rate\u0027\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/tmppwsr1z8t.py\", line 86, in \u003cmodule\u003e\n best_type = max(type_analysis.items(), key=lambda x: x[1][\"success_rate\"])\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/tmp/tmppwsr1z8t.py\", line 86, in \u003clambda\u003e\n best_type = max(type_analysis.items(), key=lambda x: x[1][\"success_rate\"])\n ~~~~^^^^^^^^^^^^^^^^\nKeyError: \u0027success_rate\u0027\n",
"status": "FAILED",
"task_id": "analyze_performance"
},
"collect_campaign_outcomes": {
"campaigns_analyzed": 25,
"campaigns_data": [
{
"campaign_id": "CAMP_92088",
"campaign_type": "upsell",
"compliance_maintained": true,
"customer_id": "CUST103",
"customer_segment": "PLATINUM",
"execution_date": "2025-07-13",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "HIGH"
},
{
"campaign_id": "CAMP_21670",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST433",
"customer_segment": "SILVER",
"execution_date": "2025-07-13",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "LOW"
},
{
"campaign_id": "CAMP_73345",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST363",
"customer_segment": "SILVER",
"execution_date": "2025-07-13",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "LOW"
},
{
"campaign_id": "CAMP_49327",
"campaign_type": "retention",
"compliance_maintained": true,
"customer_id": "CUST928",
"customer_segment": "PLATINUM",
"execution_date": "2025-07-13",
"outcome": "FAILED",
"response_received": true,
"response_time_hours": 3.546053846653113,
"revenue_impact": 0,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_13801",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST511",
"customer_segment": "GOLD",
"execution_date": "2025-07-12",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 1.1931009159878432,
"revenue_impact": 41514,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_10917",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST352",
"customer_segment": "SILVER",
"execution_date": "2025-07-11",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 8.132546033982088,
"revenue_impact": 6780,
"risk_level": "HIGH"
},
{
"campaign_id": "CAMP_38599",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST540",
"customer_segment": "PLATINUM",
"execution_date": "2025-07-16",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 5.457548095828053,
"revenue_impact": 42364,
"risk_level": "HIGH"
},
{
"campaign_id": "CAMP_33632",
"campaign_type": "retention",
"compliance_maintained": true,
"customer_id": "CUST880",
"customer_segment": "GOLD",
"execution_date": "2025-07-15",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 3.489980572135435,
"revenue_impact": 18727,
"risk_level": "LOW"
},
{
"campaign_id": "CAMP_51327",
"campaign_type": "upsell",
"compliance_maintained": true,
"customer_id": "CUST101",
"customer_segment": "GOLD",
"execution_date": "2025-07-16",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "LOW"
},
{
"campaign_id": "CAMP_86912",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST787",
"customer_segment": "GOLD",
"execution_date": "2025-07-13",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 3.1999275798394198,
"revenue_impact": 28654,
"risk_level": "LOW"
},
{
"campaign_id": "CAMP_69268",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST528",
"customer_segment": "GOLD",
"execution_date": "2025-07-13",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_41199",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST021",
"customer_segment": "PLATINUM",
"execution_date": "2025-07-15",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 2.982650008600251,
"revenue_impact": 13954,
"risk_level": "LOW"
},
{
"campaign_id": "CAMP_79595",
"campaign_type": "retention",
"compliance_maintained": true,
"customer_id": "CUST278",
"customer_segment": "SILVER",
"execution_date": "2025-07-12",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 1.9194653513585138,
"revenue_impact": 15966,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_99247",
"campaign_type": "retention",
"compliance_maintained": true,
"customer_id": "CUST491",
"customer_segment": "SILVER",
"execution_date": "2025-07-13",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 3.4853737014360693,
"revenue_impact": 40079,
"risk_level": "LOW"
},
{
"campaign_id": "CAMP_54029",
"campaign_type": "upsell",
"compliance_maintained": true,
"customer_id": "CUST466",
"customer_segment": "PLATINUM",
"execution_date": "2025-07-15",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_14789",
"campaign_type": "upsell",
"compliance_maintained": true,
"customer_id": "CUST292",
"customer_segment": "GOLD",
"execution_date": "2025-07-16",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "HIGH"
},
{
"campaign_id": "CAMP_28877",
"campaign_type": "retention",
"compliance_maintained": true,
"customer_id": "CUST248",
"customer_segment": "GOLD",
"execution_date": "2025-07-10",
"outcome": "FAILED",
"response_received": true,
"response_time_hours": 3.1536537732912593,
"revenue_impact": 0,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_61088",
"campaign_type": "retention",
"compliance_maintained": true,
"customer_id": "CUST367",
"customer_segment": "PLATINUM",
"execution_date": "2025-07-10",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 1.4735418113759664,
"revenue_impact": 22338,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_73152",
"campaign_type": "upsell",
"compliance_maintained": true,
"customer_id": "CUST578",
"customer_segment": "GOLD",
"execution_date": "2025-07-17",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_17805",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST829",
"customer_segment": "SILVER",
"execution_date": "2025-07-10",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "HIGH"
},
{
"campaign_id": "CAMP_71169",
"campaign_type": "retention",
"compliance_maintained": true,
"customer_id": "CUST721",
"customer_segment": "GOLD",
"execution_date": "2025-07-16",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "HIGH"
},
{
"campaign_id": "CAMP_73960",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST140",
"customer_segment": "GOLD",
"execution_date": "2025-07-12",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_21325",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST052",
"customer_segment": "SILVER",
"execution_date": "2025-07-13",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "LOW"
},
{
"campaign_id": "CAMP_75104",
"campaign_type": "upsell",
"compliance_maintained": true,
"customer_id": "CUST826",
"customer_segment": "GOLD",
"execution_date": "2025-07-12",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "HIGH"
},
{
"campaign_id": "CAMP_13582",
"campaign_type": "retention",
"compliance_maintained": true,
"customer_id": "CUST313",
"customer_segment": "PLATINUM",
"execution_date": "2025-07-10",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 4.129625283450297,
"revenue_impact": 25399,
"risk_level": "HIGH"
}
],
"collection_completed": true,
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"collection_completed\": true, \"monitoring_period\": \"last_7_days\", \"period_days\": 7, \"campaigns_analyzed\": 25, \"campaigns_data\": [{\"campaign_id\": \"CAMP_92088\", \"customer_id\": \"CUST103\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_21670\", \"customer_id\": \"CUST433\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"SILVER\", \"risk_level\": \"LOW\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_73345\", \"customer_id\": \"CUST363\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"SILVER\", \"risk_level\": \"LOW\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_49327\", \"customer_id\": \"CUST928\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"FAILED\", \"response_time_hours\": 3.546053846653113, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_13801\", \"customer_id\": \"CUST511\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-12\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 1.1931009159878432, \"revenue_impact\": 41514, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_10917\", \"customer_id\": \"CUST352\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-11\", \"customer_segment\": \"SILVER\", \"risk_level\": \"HIGH\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 8.132546033982088, \"revenue_impact\": 6780, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_38599\", \"customer_id\": \"CUST540\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-16\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"HIGH\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 5.457548095828053, \"revenue_impact\": 42364, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_33632\", \"customer_id\": \"CUST880\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-15\", \"customer_segment\": \"GOLD\", \"risk_level\": \"LOW\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 3.489980572135435, \"revenue_impact\": 18727, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_51327\", \"customer_id\": \"CUST101\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-16\", \"customer_segment\": \"GOLD\", \"risk_level\": \"LOW\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_86912\", \"customer_id\": \"CUST787\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"GOLD\", \"risk_level\": \"LOW\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 3.1999275798394198, \"revenue_impact\": 28654, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_69268\", \"customer_id\": \"CUST528\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_41199\", \"customer_id\": \"CUST021\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-15\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"LOW\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 2.982650008600251, \"revenue_impact\": 13954, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_79595\", \"customer_id\": \"CUST278\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-12\", \"customer_segment\": \"SILVER\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 1.9194653513585138, \"revenue_impact\": 15966, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_99247\", \"customer_id\": \"CUST491\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"SILVER\", \"risk_level\": \"LOW\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 3.4853737014360693, \"revenue_impact\": 40079, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_54029\", \"customer_id\": \"CUST466\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-15\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"MEDIUM\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_14789\", \"customer_id\": \"CUST292\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-16\", \"customer_segment\": \"GOLD\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_28877\", \"customer_id\": \"CUST248\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-10\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"FAILED\", \"response_time_hours\": 3.1536537732912593, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_61088\", \"customer_id\": \"CUST367\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-10\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 1.4735418113759664, \"revenue_impact\": 22338, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_73152\", \"customer_id\": \"CUST578\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-17\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_17805\", \"customer_id\": \"CUST829\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-10\", \"customer_segment\": \"SILVER\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_71169\", \"customer_id\": \"CUST721\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-16\", \"customer_segment\": \"GOLD\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_73960\", \"customer_id\": \"CUST140\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-12\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_21325\", \"customer_id\": \"CUST052\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"SILVER\", \"risk_level\": \"LOW\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_75104\", \"customer_id\": \"CUST826\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-12\", \"customer_segment\": \"GOLD\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_13582\", \"customer_id\": \"CUST313\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-10\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"HIGH\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 4.129625283450297, \"revenue_impact\": 25399, \"compliance_maintained\": true}], \"summary\": {\"total_campaigns\": 25, \"successful_campaigns\": 10, \"success_rate\": 0.4, \"response_rate\": 0.48, \"total_revenue_impact\": 255775}, \"timestamp\": \"2025-07-17T09:40:55.058964\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.23909,
"end_time": "2025-07-17T09:40:55.133150",
"message_sent": true,
"start_time": "2025-07-17T09:40:53.894060",
"timestamp": "2025-07-17T09:40:55.133150",
"worker_executed": true,
"workers_notified": true
},
"monitoring_period": "last_7_days",
"output": "__OUTPUTS__ {\"collection_completed\": true, \"monitoring_period\": \"last_7_days\", \"period_days\": 7, \"campaigns_analyzed\": 25, \"campaigns_data\": [{\"campaign_id\": \"CAMP_92088\", \"customer_id\": \"CUST103\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_21670\", \"customer_id\": \"CUST433\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"SILVER\", \"risk_level\": \"LOW\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_73345\", \"customer_id\": \"CUST363\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"SILVER\", \"risk_level\": \"LOW\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_49327\", \"customer_id\": \"CUST928\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"FAILED\", \"response_time_hours\": 3.546053846653113, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_13801\", \"customer_id\": \"CUST511\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-12\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 1.1931009159878432, \"revenue_impact\": 41514, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_10917\", \"customer_id\": \"CUST352\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-11\", \"customer_segment\": \"SILVER\", \"risk_level\": \"HIGH\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 8.132546033982088, \"revenue_impact\": 6780, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_38599\", \"customer_id\": \"CUST540\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-16\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"HIGH\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 5.457548095828053, \"revenue_impact\": 42364, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_33632\", \"customer_id\": \"CUST880\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-15\", \"customer_segment\": \"GOLD\", \"risk_level\": \"LOW\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 3.489980572135435, \"revenue_impact\": 18727, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_51327\", \"customer_id\": \"CUST101\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-16\", \"customer_segment\": \"GOLD\", \"risk_level\": \"LOW\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_86912\", \"customer_id\": \"CUST787\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"GOLD\", \"risk_level\": \"LOW\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 3.1999275798394198, \"revenue_impact\": 28654, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_69268\", \"customer_id\": \"CUST528\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_41199\", \"customer_id\": \"CUST021\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-15\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"LOW\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 2.982650008600251, \"revenue_impact\": 13954, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_79595\", \"customer_id\": \"CUST278\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-12\", \"customer_segment\": \"SILVER\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 1.9194653513585138, \"revenue_impact\": 15966, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_99247\", \"customer_id\": \"CUST491\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"SILVER\", \"risk_level\": \"LOW\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 3.4853737014360693, \"revenue_impact\": 40079, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_54029\", \"customer_id\": \"CUST466\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-15\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"MEDIUM\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_14789\", \"customer_id\": \"CUST292\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-16\", \"customer_segment\": \"GOLD\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_28877\", \"customer_id\": \"CUST248\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-10\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"FAILED\", \"response_time_hours\": 3.1536537732912593, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_61088\", \"customer_id\": \"CUST367\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-10\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 1.4735418113759664, \"revenue_impact\": 22338, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_73152\", \"customer_id\": \"CUST578\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-17\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_17805\", \"customer_id\": \"CUST829\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-10\", \"customer_segment\": \"SILVER\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_71169\", \"customer_id\": \"CUST721\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-16\", \"customer_segment\": \"GOLD\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_73960\", \"customer_id\": \"CUST140\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-12\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_21325\", \"customer_id\": \"CUST052\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"SILVER\", \"risk_level\": \"LOW\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_75104\", \"customer_id\": \"CUST826\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-12\", \"customer_segment\": \"GOLD\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_13582\", \"customer_id\": \"CUST313\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-10\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"HIGH\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 4.129625283450297, \"revenue_impact\": 25399, \"compliance_maintained\": true}], \"summary\": {\"total_campaigns\": 25, \"successful_campaigns\": 10, \"success_rate\": 0.4, \"response_rate\": 0.48, \"total_revenue_impact\": 255775}, \"timestamp\": \"2025-07-17T09:40:55.058964\"}\n",
"period_days": 7,
"return_code": 0,
"status": "completed",
"stderr": "",
"summary": {
"response_rate": 0.48,
"success_rate": 0.4,
"successful_campaigns": 10,
"total_campaigns": 25,
"total_revenue_impact": 255775
},
"task_id": "collect_campaign_outcomes",
"timestamp": "2025-07-17T09:40:55.058964"
},
"detect_anomalies": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpfjreoxf1.py\", line 19, in \u003cmodule\u003e\n for campaign_type, stats in performance_data[\"performance_by_type\"].items():\n ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^\nKeyError: \u0027performance_by_type\u0027\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/tmpfjreoxf1.py\", line 19, in \u003cmodule\u003e\n for campaign_type, stats in performance_data[\"performance_by_type\"].items():\n ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^\nKeyError: \u0027performance_by_type\u0027\n",
"status": "FAILED",
"task_id": "detect_anomalies"
},
"evaluate_model_performance": {
"confidence_scores": {
"campaign_selection_confidence": 0.86,
"overall_confidence": 0.85,
"risk_assessment_confidence": 0.93,
"timing_prediction_confidence": 0.83
},
"evaluation_completed": true,
"evaluation_timestamp": "2025-07-17T09:43:56.510110",
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"evaluation_completed\": true, \"model_metrics\": {\"risk_prediction\": {\"total_predictions\": 25, \"correct_predictions\": 17, \"precision\": 0, \"recall\": 0, \"f1_score\": 0, \"accuracy\": 0.68}, \"campaign_selection\": {\"total_selections\": 25, \"optimal_selections\": 10, \"selection_accuracy\": 0.4}, \"response_prediction\": {\"total_predictions\": 25, \"correct_predictions\": 12, \"mae\": 0, \"accuracy\": 0.48}}, \"confidence_scores\": {\"overall_confidence\": 0.85, \"risk_assessment_confidence\": 0.93, \"campaign_selection_confidence\": 0.86, \"timing_prediction_confidence\": 0.83}, \"improvement_areas\": [\"Enhance risk prediction algorithms\", \"Improve campaign selection logic\"], \"model_version\": \"2.0\", \"evaluation_timestamp\": \"2025-07-17T09:43:56.510110\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.271488,
"end_time": "2025-07-17T09:43:56.589749",
"message_sent": true,
"start_time": "2025-07-17T09:43:55.318261",
"timestamp": "2025-07-17T09:43:56.589749",
"worker_executed": true,
"workers_notified": true
},
"improvement_areas": [
"Enhance risk prediction algorithms",
"Improve campaign selection logic"
],
"model_metrics": {
"campaign_selection": {
"optimal_selections": 10,
"selection_accuracy": 0.4,
"total_selections": 25
},
"response_prediction": {
"accuracy": 0.48,
"correct_predictions": 12,
"mae": 0,
"total_predictions": 25
},
"risk_prediction": {
"accuracy": 0.68,
"correct_predictions": 17,
"f1_score": 0,
"precision": 0,
"recall": 0,
"total_predictions": 25
}
},
"model_version": "2.0",
"output": "__OUTPUTS__ {\"evaluation_completed\": true, \"model_metrics\": {\"risk_prediction\": {\"total_predictions\": 25, \"correct_predictions\": 17, \"precision\": 0, \"recall\": 0, \"f1_score\": 0, \"accuracy\": 0.68}, \"campaign_selection\": {\"total_selections\": 25, \"optimal_selections\": 10, \"selection_accuracy\": 0.4}, \"response_prediction\": {\"total_predictions\": 25, \"correct_predictions\": 12, \"mae\": 0, \"accuracy\": 0.48}}, \"confidence_scores\": {\"overall_confidence\": 0.85, \"risk_assessment_confidence\": 0.93, \"campaign_selection_confidence\": 0.86, \"timing_prediction_confidence\": 0.83}, \"improvement_areas\": [\"Enhance risk prediction algorithms\", \"Improve campaign selection logic\"], \"model_version\": \"2.0\", \"evaluation_timestamp\": \"2025-07-17T09:43:56.510110\"}\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "evaluate_model_performance"
},
"execution_summary": {
"completed_tasks": 3,
"dependencies_detected": false,
"end_time": "2025-07-17T09:55:57.875649",
"execution_mode": "distributed",
"start_time": "2025-07-17T09:40:53.252976",
"total_tasks": 8
},
"generate_learning_insights": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpkar0wxo9.py\", line 15, in \u003cmodule\u003e\n model_evaluation = {\"model_metrics\": {\"risk_prediction\": {\"recall\": 0, \"accuracy\": 0.68, \"f1_score\": 0, \"precision\": 0, \"total_predictions\": 25, \"correct_predictions\": 17}, \"campaign_selection\": {\"total_selections\": 25, \"optimal_selections\": 10, \"selection_accuracy\": 0.4}, \"response_prediction\": {\"mae\": 0, \"accuracy\": 0.48, \"total_predictions\": 25, \"correct_predictions\": 12}}, \"model_version\": \"2.0\", \"confidence_scores\": {\"overall_confidence\": 0.85, \"risk_assessment_confidence\": 0.93, \"timing_prediction_confidence\": 0.83, \"campaign_selection_confidence\": 0.86}, \"improvement_areas\": [\"Enhance risk prediction algorithms\", \"Improve campaign selection logic\"], \"evaluation_completed\": true, \"evaluation_timestamp\": \"2025-07-17T09:43:56.510110\"}\n ^^^^\nNameError: name \u0027true\u0027 is not defined. Did you mean: \u0027True\u0027?\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/tmpkar0wxo9.py\", line 15, in \u003cmodule\u003e\n model_evaluation = {\"model_metrics\": {\"risk_prediction\": {\"recall\": 0, \"accuracy\": 0.68, \"f1_score\": 0, \"precision\": 0, \"total_predictions\": 25, \"correct_predictions\": 17}, \"campaign_selection\": {\"total_selections\": 25, \"optimal_selections\": 10, \"selection_accuracy\": 0.4}, \"response_prediction\": {\"mae\": 0, \"accuracy\": 0.48, \"total_predictions\": 25, \"correct_predictions\": 12}}, \"model_version\": \"2.0\", \"confidence_scores\": {\"overall_confidence\": 0.85, \"risk_assessment_confidence\": 0.93, \"timing_prediction_confidence\": 0.83, \"campaign_selection_confidence\": 0.86}, \"improvement_areas\": [\"Enhance risk prediction algorithms\", \"Improve campaign selection logic\"], \"evaluation_completed\": true, \"evaluation_timestamp\": \"2025-07-17T09:43:56.510110\"}\n ^^^^\nNameError: name \u0027true\u0027 is not defined. Did you mean: \u0027True\u0027?\n",
"status": "FAILED",
"task_id": "generate_learning_insights"
},
"generate_monitoring_report": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpk86k7djo.py\", line 17, in \u003cmodule\u003e\n model_evaluation = {\"model_metrics\": {\"risk_prediction\": {\"recall\": 0, \"accuracy\": 0.68, \"f1_score\": 0, \"precision\": 0, \"total_predictions\": 25, \"correct_predictions\": 17}, \"campaign_selection\": {\"total_selections\": 25, \"optimal_selections\": 10, \"selection_accuracy\": 0.4}, \"response_prediction\": {\"mae\": 0, \"accuracy\": 0.48, \"total_predictions\": 25, \"correct_predictions\": 12}}, \"model_version\": \"2.0\", \"confidence_scores\": {\"overall_confidence\": 0.85, \"risk_assessment_confidence\": 0.93, \"timing_prediction_confidence\": 0.83, \"campaign_selection_confidence\": 0.86}, \"improvement_areas\": [\"Enhance risk prediction algorithms\", \"Improve campaign selection logic\"], \"evaluation_completed\": true, \"evaluation_timestamp\": \"2025-07-17T09:43:56.510110\"}\n ^^^^\nNameError: name \u0027true\u0027 is not defined. Did you mean: \u0027True\u0027?\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/tmpk86k7djo.py\", line 17, in \u003cmodule\u003e\n model_evaluation = {\"model_metrics\": {\"risk_prediction\": {\"recall\": 0, \"accuracy\": 0.68, \"f1_score\": 0, \"precision\": 0, \"total_predictions\": 25, \"correct_predictions\": 17}, \"campaign_selection\": {\"total_selections\": 25, \"optimal_selections\": 10, \"selection_accuracy\": 0.4}, \"response_prediction\": {\"mae\": 0, \"accuracy\": 0.48, \"total_predictions\": 25, \"correct_predictions\": 12}}, \"model_version\": \"2.0\", \"confidence_scores\": {\"overall_confidence\": 0.85, \"risk_assessment_confidence\": 0.93, \"timing_prediction_confidence\": 0.83, \"campaign_selection_confidence\": 0.86}, \"improvement_areas\": [\"Enhance risk prediction algorithms\", \"Improve campaign selection logic\"], \"evaluation_completed\": true, \"evaluation_timestamp\": \"2025-07-17T09:43:56.510110\"}\n ^^^^\nNameError: name \u0027true\u0027 is not defined. Did you mean: \u0027True\u0027?\n",
"status": "FAILED",
"task_id": "generate_monitoring_report"
},
"status": "FAILED",
"store_learning_data": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpgf23jpb1.py\", line 13, in \u003cmodule\u003e\n monitoring_report = UNRESOLVED_generate_monitoring_report.report\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_generate_monitoring_report\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/tmpgf23jpb1.py\", line 13, in \u003cmodule\u003e\n monitoring_report = UNRESOLVED_generate_monitoring_report.report\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_generate_monitoring_report\u0027 is not defined\n",
"status": "FAILED",
"task_id": "store_learning_data"
},
"task_outputs": {
"analyze_performance": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmppwsr1z8t.py\", line 86, in \u003cmodule\u003e\n best_type = max(type_analysis.items(), key=lambda x: x[1][\"success_rate\"])\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/tmp/tmppwsr1z8t.py\", line 86, in \u003clambda\u003e\n best_type = max(type_analysis.items(), key=lambda x: x[1][\"success_rate\"])\n ~~~~^^^^^^^^^^^^^^^^\nKeyError: \u0027success_rate\u0027\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/tmppwsr1z8t.py\", line 86, in \u003cmodule\u003e\n best_type = max(type_analysis.items(), key=lambda x: x[1][\"success_rate\"])\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/tmp/tmppwsr1z8t.py\", line 86, in \u003clambda\u003e\n best_type = max(type_analysis.items(), key=lambda x: x[1][\"success_rate\"])\n ~~~~^^^^^^^^^^^^^^^^\nKeyError: \u0027success_rate\u0027\n",
"status": "FAILED",
"task_id": "analyze_performance"
},
"collect_campaign_outcomes": {
"campaigns_analyzed": 25,
"campaigns_data": [
{
"campaign_id": "CAMP_92088",
"campaign_type": "upsell",
"compliance_maintained": true,
"customer_id": "CUST103",
"customer_segment": "PLATINUM",
"execution_date": "2025-07-13",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "HIGH"
},
{
"campaign_id": "CAMP_21670",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST433",
"customer_segment": "SILVER",
"execution_date": "2025-07-13",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "LOW"
},
{
"campaign_id": "CAMP_73345",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST363",
"customer_segment": "SILVER",
"execution_date": "2025-07-13",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "LOW"
},
{
"campaign_id": "CAMP_49327",
"campaign_type": "retention",
"compliance_maintained": true,
"customer_id": "CUST928",
"customer_segment": "PLATINUM",
"execution_date": "2025-07-13",
"outcome": "FAILED",
"response_received": true,
"response_time_hours": 3.546053846653113,
"revenue_impact": 0,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_13801",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST511",
"customer_segment": "GOLD",
"execution_date": "2025-07-12",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 1.1931009159878432,
"revenue_impact": 41514,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_10917",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST352",
"customer_segment": "SILVER",
"execution_date": "2025-07-11",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 8.132546033982088,
"revenue_impact": 6780,
"risk_level": "HIGH"
},
{
"campaign_id": "CAMP_38599",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST540",
"customer_segment": "PLATINUM",
"execution_date": "2025-07-16",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 5.457548095828053,
"revenue_impact": 42364,
"risk_level": "HIGH"
},
{
"campaign_id": "CAMP_33632",
"campaign_type": "retention",
"compliance_maintained": true,
"customer_id": "CUST880",
"customer_segment": "GOLD",
"execution_date": "2025-07-15",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 3.489980572135435,
"revenue_impact": 18727,
"risk_level": "LOW"
},
{
"campaign_id": "CAMP_51327",
"campaign_type": "upsell",
"compliance_maintained": true,
"customer_id": "CUST101",
"customer_segment": "GOLD",
"execution_date": "2025-07-16",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "LOW"
},
{
"campaign_id": "CAMP_86912",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST787",
"customer_segment": "GOLD",
"execution_date": "2025-07-13",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 3.1999275798394198,
"revenue_impact": 28654,
"risk_level": "LOW"
},
{
"campaign_id": "CAMP_69268",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST528",
"customer_segment": "GOLD",
"execution_date": "2025-07-13",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_41199",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST021",
"customer_segment": "PLATINUM",
"execution_date": "2025-07-15",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 2.982650008600251,
"revenue_impact": 13954,
"risk_level": "LOW"
},
{
"campaign_id": "CAMP_79595",
"campaign_type": "retention",
"compliance_maintained": true,
"customer_id": "CUST278",
"customer_segment": "SILVER",
"execution_date": "2025-07-12",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 1.9194653513585138,
"revenue_impact": 15966,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_99247",
"campaign_type": "retention",
"compliance_maintained": true,
"customer_id": "CUST491",
"customer_segment": "SILVER",
"execution_date": "2025-07-13",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 3.4853737014360693,
"revenue_impact": 40079,
"risk_level": "LOW"
},
{
"campaign_id": "CAMP_54029",
"campaign_type": "upsell",
"compliance_maintained": true,
"customer_id": "CUST466",
"customer_segment": "PLATINUM",
"execution_date": "2025-07-15",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_14789",
"campaign_type": "upsell",
"compliance_maintained": true,
"customer_id": "CUST292",
"customer_segment": "GOLD",
"execution_date": "2025-07-16",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "HIGH"
},
{
"campaign_id": "CAMP_28877",
"campaign_type": "retention",
"compliance_maintained": true,
"customer_id": "CUST248",
"customer_segment": "GOLD",
"execution_date": "2025-07-10",
"outcome": "FAILED",
"response_received": true,
"response_time_hours": 3.1536537732912593,
"revenue_impact": 0,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_61088",
"campaign_type": "retention",
"compliance_maintained": true,
"customer_id": "CUST367",
"customer_segment": "PLATINUM",
"execution_date": "2025-07-10",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 1.4735418113759664,
"revenue_impact": 22338,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_73152",
"campaign_type": "upsell",
"compliance_maintained": true,
"customer_id": "CUST578",
"customer_segment": "GOLD",
"execution_date": "2025-07-17",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_17805",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST829",
"customer_segment": "SILVER",
"execution_date": "2025-07-10",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "HIGH"
},
{
"campaign_id": "CAMP_71169",
"campaign_type": "retention",
"compliance_maintained": true,
"customer_id": "CUST721",
"customer_segment": "GOLD",
"execution_date": "2025-07-16",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "HIGH"
},
{
"campaign_id": "CAMP_73960",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST140",
"customer_segment": "GOLD",
"execution_date": "2025-07-12",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "MEDIUM"
},
{
"campaign_id": "CAMP_21325",
"campaign_type": "engagement",
"compliance_maintained": true,
"customer_id": "CUST052",
"customer_segment": "SILVER",
"execution_date": "2025-07-13",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "LOW"
},
{
"campaign_id": "CAMP_75104",
"campaign_type": "upsell",
"compliance_maintained": true,
"customer_id": "CUST826",
"customer_segment": "GOLD",
"execution_date": "2025-07-12",
"outcome": "NO_RESPONSE",
"response_received": false,
"response_time_hours": null,
"revenue_impact": 0,
"risk_level": "HIGH"
},
{
"campaign_id": "CAMP_13582",
"campaign_type": "retention",
"compliance_maintained": true,
"customer_id": "CUST313",
"customer_segment": "PLATINUM",
"execution_date": "2025-07-10",
"outcome": "SUCCESS",
"response_received": true,
"response_time_hours": 4.129625283450297,
"revenue_impact": 25399,
"risk_level": "HIGH"
}
],
"collection_completed": true,
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"collection_completed\": true, \"monitoring_period\": \"last_7_days\", \"period_days\": 7, \"campaigns_analyzed\": 25, \"campaigns_data\": [{\"campaign_id\": \"CAMP_92088\", \"customer_id\": \"CUST103\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_21670\", \"customer_id\": \"CUST433\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"SILVER\", \"risk_level\": \"LOW\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_73345\", \"customer_id\": \"CUST363\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"SILVER\", \"risk_level\": \"LOW\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_49327\", \"customer_id\": \"CUST928\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"FAILED\", \"response_time_hours\": 3.546053846653113, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_13801\", \"customer_id\": \"CUST511\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-12\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 1.1931009159878432, \"revenue_impact\": 41514, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_10917\", \"customer_id\": \"CUST352\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-11\", \"customer_segment\": \"SILVER\", \"risk_level\": \"HIGH\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 8.132546033982088, \"revenue_impact\": 6780, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_38599\", \"customer_id\": \"CUST540\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-16\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"HIGH\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 5.457548095828053, \"revenue_impact\": 42364, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_33632\", \"customer_id\": \"CUST880\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-15\", \"customer_segment\": \"GOLD\", \"risk_level\": \"LOW\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 3.489980572135435, \"revenue_impact\": 18727, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_51327\", \"customer_id\": \"CUST101\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-16\", \"customer_segment\": \"GOLD\", \"risk_level\": \"LOW\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_86912\", \"customer_id\": \"CUST787\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"GOLD\", \"risk_level\": \"LOW\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 3.1999275798394198, \"revenue_impact\": 28654, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_69268\", \"customer_id\": \"CUST528\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_41199\", \"customer_id\": \"CUST021\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-15\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"LOW\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 2.982650008600251, \"revenue_impact\": 13954, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_79595\", \"customer_id\": \"CUST278\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-12\", \"customer_segment\": \"SILVER\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 1.9194653513585138, \"revenue_impact\": 15966, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_99247\", \"customer_id\": \"CUST491\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"SILVER\", \"risk_level\": \"LOW\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 3.4853737014360693, \"revenue_impact\": 40079, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_54029\", \"customer_id\": \"CUST466\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-15\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"MEDIUM\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_14789\", \"customer_id\": \"CUST292\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-16\", \"customer_segment\": \"GOLD\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_28877\", \"customer_id\": \"CUST248\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-10\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"FAILED\", \"response_time_hours\": 3.1536537732912593, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_61088\", \"customer_id\": \"CUST367\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-10\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 1.4735418113759664, \"revenue_impact\": 22338, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_73152\", \"customer_id\": \"CUST578\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-17\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_17805\", \"customer_id\": \"CUST829\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-10\", \"customer_segment\": \"SILVER\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_71169\", \"customer_id\": \"CUST721\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-16\", \"customer_segment\": \"GOLD\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_73960\", \"customer_id\": \"CUST140\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-12\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_21325\", \"customer_id\": \"CUST052\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"SILVER\", \"risk_level\": \"LOW\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_75104\", \"customer_id\": \"CUST826\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-12\", \"customer_segment\": \"GOLD\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_13582\", \"customer_id\": \"CUST313\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-10\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"HIGH\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 4.129625283450297, \"revenue_impact\": 25399, \"compliance_maintained\": true}], \"summary\": {\"total_campaigns\": 25, \"successful_campaigns\": 10, \"success_rate\": 0.4, \"response_rate\": 0.48, \"total_revenue_impact\": 255775}, \"timestamp\": \"2025-07-17T09:40:55.058964\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.23909,
"end_time": "2025-07-17T09:40:55.133150",
"message_sent": true,
"start_time": "2025-07-17T09:40:53.894060",
"timestamp": "2025-07-17T09:40:55.133150",
"worker_executed": true,
"workers_notified": true
},
"monitoring_period": "last_7_days",
"output": "__OUTPUTS__ {\"collection_completed\": true, \"monitoring_period\": \"last_7_days\", \"period_days\": 7, \"campaigns_analyzed\": 25, \"campaigns_data\": [{\"campaign_id\": \"CAMP_92088\", \"customer_id\": \"CUST103\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_21670\", \"customer_id\": \"CUST433\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"SILVER\", \"risk_level\": \"LOW\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_73345\", \"customer_id\": \"CUST363\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"SILVER\", \"risk_level\": \"LOW\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_49327\", \"customer_id\": \"CUST928\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"FAILED\", \"response_time_hours\": 3.546053846653113, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_13801\", \"customer_id\": \"CUST511\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-12\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 1.1931009159878432, \"revenue_impact\": 41514, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_10917\", \"customer_id\": \"CUST352\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-11\", \"customer_segment\": \"SILVER\", \"risk_level\": \"HIGH\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 8.132546033982088, \"revenue_impact\": 6780, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_38599\", \"customer_id\": \"CUST540\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-16\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"HIGH\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 5.457548095828053, \"revenue_impact\": 42364, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_33632\", \"customer_id\": \"CUST880\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-15\", \"customer_segment\": \"GOLD\", \"risk_level\": \"LOW\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 3.489980572135435, \"revenue_impact\": 18727, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_51327\", \"customer_id\": \"CUST101\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-16\", \"customer_segment\": \"GOLD\", \"risk_level\": \"LOW\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_86912\", \"customer_id\": \"CUST787\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"GOLD\", \"risk_level\": \"LOW\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 3.1999275798394198, \"revenue_impact\": 28654, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_69268\", \"customer_id\": \"CUST528\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_41199\", \"customer_id\": \"CUST021\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-15\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"LOW\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 2.982650008600251, \"revenue_impact\": 13954, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_79595\", \"customer_id\": \"CUST278\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-12\", \"customer_segment\": \"SILVER\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 1.9194653513585138, \"revenue_impact\": 15966, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_99247\", \"customer_id\": \"CUST491\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"SILVER\", \"risk_level\": \"LOW\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 3.4853737014360693, \"revenue_impact\": 40079, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_54029\", \"customer_id\": \"CUST466\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-15\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"MEDIUM\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_14789\", \"customer_id\": \"CUST292\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-16\", \"customer_segment\": \"GOLD\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_28877\", \"customer_id\": \"CUST248\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-10\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"FAILED\", \"response_time_hours\": 3.1536537732912593, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_61088\", \"customer_id\": \"CUST367\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-10\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"MEDIUM\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 1.4735418113759664, \"revenue_impact\": 22338, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_73152\", \"customer_id\": \"CUST578\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-17\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_17805\", \"customer_id\": \"CUST829\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-10\", \"customer_segment\": \"SILVER\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_71169\", \"customer_id\": \"CUST721\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-16\", \"customer_segment\": \"GOLD\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_73960\", \"customer_id\": \"CUST140\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-12\", \"customer_segment\": \"GOLD\", \"risk_level\": \"MEDIUM\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_21325\", \"customer_id\": \"CUST052\", \"campaign_type\": \"engagement\", \"execution_date\": \"2025-07-13\", \"customer_segment\": \"SILVER\", \"risk_level\": \"LOW\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_75104\", \"customer_id\": \"CUST826\", \"campaign_type\": \"upsell\", \"execution_date\": \"2025-07-12\", \"customer_segment\": \"GOLD\", \"risk_level\": \"HIGH\", \"response_received\": false, \"outcome\": \"NO_RESPONSE\", \"response_time_hours\": null, \"revenue_impact\": 0, \"compliance_maintained\": true}, {\"campaign_id\": \"CAMP_13582\", \"customer_id\": \"CUST313\", \"campaign_type\": \"retention\", \"execution_date\": \"2025-07-10\", \"customer_segment\": \"PLATINUM\", \"risk_level\": \"HIGH\", \"response_received\": true, \"outcome\": \"SUCCESS\", \"response_time_hours\": 4.129625283450297, \"revenue_impact\": 25399, \"compliance_maintained\": true}], \"summary\": {\"total_campaigns\": 25, \"successful_campaigns\": 10, \"success_rate\": 0.4, \"response_rate\": 0.48, \"total_revenue_impact\": 255775}, \"timestamp\": \"2025-07-17T09:40:55.058964\"}\n",
"period_days": 7,
"return_code": 0,
"status": "completed",
"stderr": "",
"summary": {
"response_rate": 0.48,
"success_rate": 0.4,
"successful_campaigns": 10,
"total_campaigns": 25,
"total_revenue_impact": 255775
},
"task_id": "collect_campaign_outcomes",
"timestamp": "2025-07-17T09:40:55.058964"
},
"detect_anomalies": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpfjreoxf1.py\", line 19, in \u003cmodule\u003e\n for campaign_type, stats in performance_data[\"performance_by_type\"].items():\n ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^\nKeyError: \u0027performance_by_type\u0027\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/tmpfjreoxf1.py\", line 19, in \u003cmodule\u003e\n for campaign_type, stats in performance_data[\"performance_by_type\"].items():\n ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^\nKeyError: \u0027performance_by_type\u0027\n",
"status": "FAILED",
"task_id": "detect_anomalies"
},
"evaluate_model_performance": {
"confidence_scores": {
"campaign_selection_confidence": 0.86,
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"status": "FAILED",
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