Execution Details COMPLETED
Comprehensive Loop Examples V2 - Fixed Dataset References
Execution Information
Execution ID: bd39e506-9f0d-45f2-9e28-4af23e085d93
Workflow ID:
comprehensive_loop_examples_v2_fixed
Status: COMPLETED
Started: 2025-07-22 11:18:22
Completed: N/A
Duration:
Quick Actions
Execution Inputs
{
"EXECUTION_ID": "bd39e506-9f0d-45f2-9e28-4af23e085d93",
"batch_size": 5,
"dataset_size": 25,
"execution_id": "bd39e506-9f0d-45f2-9e28-4af23e085d93",
"max_while_iterations": 20,
"processing_threshold": 80
}
Execution Outputs
Workflow Execution Summary
Mode: Distributed
Tasks: 4/4
Duration: N/A
Dependencies: No
Tasks: 4/4
Duration: N/A
Dependencies: No
Started: 2025-07-22 11:18:22
Ended: 2025-07-22 11:18:28
Status: SUCCESS
Ended: 2025-07-22 11:18:28
Status: SUCCESS
Task Results & Logs
for_loop_processor
COMPLETED
Duration:
Calculating...
Dependencies: No
Dependencies: No
Thread: N/A
Started: 11:18:22
Started: 11:18:22
initialize_datasets
COMPLETED
Duration:
Calculating...
Dependencies: No
Dependencies: No
Thread: N/A
Started: 11:18:22
Started: 11:18:22
while_loop_processor
COMPLETED
Duration:
Calculating...
Dependencies: No
Dependencies: No
Thread: N/A
Started: 11:18:26
Started: 11:18:26
generate_comparison_report
COMPLETED
Duration:
Calculating...
Dependencies: No
Dependencies: No
Thread: N/A
Started: 11:18:27
Started: 11:18:27
Complete Execution Output (JSON):
{
"execution_summary": {
"completed_tasks": 4,
"dependencies_detected": false,
"end_time": "2025-07-22T11:18:28.325792",
"execution_mode": "distributed",
"start_time": "2025-07-22T11:18:22.099521",
"total_tasks": 4
},
"for_loop_processor": {
"execution_details": {
"actual_result": {
"loop_result": {
"exit_reason": "max_iterations",
"final_state": {
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"category_counts": {
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"Gamma": 7
},
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},
{
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{
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{
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{
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{
"category": "Delta",
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},
{
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{
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{
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{
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{
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"total_value_sum": 1476.2000000000003
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{
"iteration": 0,
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"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 0\nFor-Loop: Processing batch 1\nBatch range: items 1 to 5\n__OUTPUTS__ {\"current_batch\": [{\"id\": 1, \"name\": \"Item_001\", \"value\": 20, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 2, \"name\": \"Item_002\", \"value\": 86, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 3, \"name\": \"Item_003\", \"value\": 97, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 4, \"name\": \"Item_004\", \"value\": 89, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 5, \"name\": \"Item_005\", \"value\": 53, \"category\": \"Gamma\", \"priority\": \"Low\"}], \"batch_number\": 1, \"batch_size\": 5, \"start_index\": 0, \"end_index\": 5}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 1,
"batch_size": 5,
"current_batch": [
{
"category": "Alpha",
"id": 1,
"name": "Item_001",
"priority": "High",
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},
{
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"value": 86
},
{
"category": "Beta",
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},
{
"category": "Alpha",
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"priority": "High",
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},
{
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],
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},
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"process_for_batch": {
"output": "Processed 5 items in batch 1\nBatch total value: 379.50\n__OUTPUTS__ {\"processed_items\": [{\"id\": 1, \"name\": \"Item_001\", \"original_value\": 20, \"processed_value\": 22.0, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 1, \"quality_score\": 30}, {\"id\": 2, \"name\": \"Item_002\", \"original_value\": 86, \"processed_value\": 94.60000000000001, \"category\": \"Gamma\", \"priority\": \"Medium\", \"processed_at_batch\": 1, \"quality_score\": 96}, {\"id\": 3, \"name\": \"Item_003\", \"original_value\": 97, \"processed_value\": 106.7, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 100}, {\"id\": 4, \"name\": \"Item_004\", \"original_value\": 89, \"processed_value\": 97.9, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 1, \"quality_score\": 99}, {\"id\": 5, \"name\": \"Item_005\", \"original_value\": 53, \"processed_value\": 58.300000000000004, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 63}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 379.50000000000006, \"average_value\": 75.9, \"category_distribution\": {\"Alpha\": 2, \"Gamma\": 2, \"Beta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 75.9,
"category_distribution": {
"Alpha": 2,
"Beta": 1,
"Gamma": 2
},
"items_processed": 5,
"total_value": 379.50000000000006
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{
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"quality_score": 30
},
{
"category": "Gamma",
"id": 2,
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"processed_value": 94.60000000000001,
"quality_score": 96
},
{
"category": "Beta",
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"priority": "Low",
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"processed_value": 106.7,
"quality_score": 100
},
{
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"priority": "High",
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{
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"processed_value": 58.300000000000004,
"quality_score": 63
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 5 items processed across 1 batches\nRunning average value: 75.90\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 5, \"running_average\": 75.9, \"batch_number\": 1}}\n__STATE_UPDATES__ {\"total_processed\": 5, \"total_value_sum\": 379.50000000000006, \"category_counts\": {\"Alpha\": 2, \"Gamma\": 2, \"Beta\": 1}, \"average_value\": 75.9, \"batches_completed\": 1}\n",
"outputs": {
"batch_progress": {
"batch_number": 1,
"items_this_batch": 5,
"running_average": 75.9,
"total_items_so_far": 5
}
},
"state_updates": {
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"batches_completed": 1,
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"Alpha": 2,
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"Gamma": 2
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"total_value_sum": 379.50000000000006
},
"status": "completed"
}
}
},
{
"iteration": 1,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 1\nFor-Loop: Processing batch 2\nBatch range: items 6 to 10\n__OUTPUTS__ {\"current_batch\": [{\"id\": 6, \"name\": \"Item_006\", \"value\": 44, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 7, \"name\": \"Item_007\", \"value\": 45, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 8, \"name\": \"Item_008\", \"value\": 88, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 9, \"name\": \"Item_009\", \"value\": 78, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 10, \"name\": \"Item_010\", \"value\": 99, \"category\": \"Alpha\", \"priority\": \"Low\"}], \"batch_number\": 2, \"batch_size\": 5, \"start_index\": 5, \"end_index\": 10}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 2,
"batch_size": 5,
"current_batch": [
{
"category": "Gamma",
"id": 6,
"name": "Item_006",
"priority": "Low",
"value": 44
},
{
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"id": 7,
"name": "Item_007",
"priority": "Medium",
"value": 45
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
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"value": 88
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"priority": "High",
"value": 78
},
{
"category": "Alpha",
"id": 10,
"name": "Item_010",
"priority": "Low",
"value": 99
}
],
"end_index": 10,
"start_index": 5
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 2\nBatch total value: 389.40\n__OUTPUTS__ {\"processed_items\": [{\"id\": 6, \"name\": \"Item_006\", \"original_value\": 44, \"processed_value\": 48.400000000000006, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 2, \"quality_score\": 54}, {\"id\": 7, \"name\": \"Item_007\", \"original_value\": 45, \"processed_value\": 49.50000000000001, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 2, \"quality_score\": 55}, {\"id\": 8, \"name\": \"Item_008\", \"original_value\": 88, \"processed_value\": 96.80000000000001, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 2, \"quality_score\": 98}, {\"id\": 9, \"name\": \"Item_009\", \"original_value\": 78, \"processed_value\": 85.80000000000001, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 2, \"quality_score\": 88}, {\"id\": 10, \"name\": \"Item_010\", \"original_value\": 99, \"processed_value\": 108.9, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 2, \"quality_score\": 100}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 389.4, \"average_value\": 77.88, \"category_distribution\": {\"Gamma\": 1, \"Alpha\": 3, \"Delta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 77.88,
"category_distribution": {
"Alpha": 3,
"Delta": 1,
"Gamma": 1
},
"items_processed": 5,
"total_value": 389.4
},
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{
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"id": 6,
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"quality_score": 54
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{
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"quality_score": 55
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{
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"quality_score": 98
},
{
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{
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"processed_value": 108.9,
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]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 10 items processed across 2 batches\nRunning average value: 76.89\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 10, \"running_average\": 76.89000000000001, \"batch_number\": 2}}\n__STATE_UPDATES__ {\"total_processed\": 10, \"total_value_sum\": 768.9000000000001, \"category_counts\": {\"Alpha\": 5, \"Gamma\": 3, \"Beta\": 1, \"Delta\": 1}, \"average_value\": 76.89000000000001, \"batches_completed\": 2}\n",
"outputs": {
"batch_progress": {
"batch_number": 2,
"items_this_batch": 5,
"running_average": 76.89000000000001,
"total_items_so_far": 10
}
},
"state_updates": {
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"batches_completed": 2,
"category_counts": {
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"Beta": 1,
"Delta": 1,
"Gamma": 3
},
"total_processed": 10,
"total_value_sum": 768.9000000000001
},
"status": "completed"
}
}
},
{
"iteration": 2,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 2\nFor-Loop: Processing batch 3\nBatch range: items 11 to 15\n__OUTPUTS__ {\"current_batch\": [{\"id\": 11, \"name\": \"Item_011\", \"value\": 78, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 12, \"name\": \"Item_012\", \"value\": 46, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 13, \"name\": \"Item_013\", \"value\": 7, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 14, \"name\": \"Item_014\", \"value\": 53, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 15, \"name\": \"Item_015\", \"value\": 53, \"category\": \"Alpha\", \"priority\": \"High\"}], \"batch_number\": 3, \"batch_size\": 5, \"start_index\": 10, \"end_index\": 15}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 3,
"batch_size": 5,
"current_batch": [
{
"category": "Gamma",
"id": 11,
"name": "Item_011",
"priority": "Medium",
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},
{
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"name": "Item_012",
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},
{
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"value": 7
},
{
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"value": 53
},
{
"category": "Alpha",
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"name": "Item_015",
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"value": 53
}
],
"end_index": 15,
"start_index": 10
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 3\nBatch total value: 260.70\n__OUTPUTS__ {\"processed_items\": [{\"id\": 11, \"name\": \"Item_011\", \"original_value\": 78, \"processed_value\": 85.80000000000001, \"category\": \"Gamma\", \"priority\": \"Medium\", \"processed_at_batch\": 3, \"quality_score\": 88}, {\"id\": 12, \"name\": \"Item_012\", \"original_value\": 46, \"processed_value\": 50.6, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 3, \"quality_score\": 56}, {\"id\": 13, \"name\": \"Item_013\", \"original_value\": 7, \"processed_value\": 7.700000000000001, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 3, \"quality_score\": 17}, {\"id\": 14, \"name\": \"Item_014\", \"original_value\": 53, \"processed_value\": 58.300000000000004, \"category\": \"Gamma\", \"priority\": \"Medium\", \"processed_at_batch\": 3, \"quality_score\": 63}, {\"id\": 15, \"name\": \"Item_015\", \"original_value\": 53, \"processed_value\": 58.300000000000004, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 3, \"quality_score\": 63}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 260.7, \"average_value\": 52.14, \"category_distribution\": {\"Gamma\": 2, \"Beta\": 1, \"Delta\": 1, \"Alpha\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 52.14,
"category_distribution": {
"Alpha": 1,
"Beta": 1,
"Delta": 1,
"Gamma": 2
},
"items_processed": 5,
"total_value": 260.7
},
"processed_items": [
{
"category": "Gamma",
"id": 11,
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"priority": "Medium",
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"processed_value": 85.80000000000001,
"quality_score": 88
},
{
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"priority": "Low",
"processed_at_batch": 3,
"processed_value": 50.6,
"quality_score": 56
},
{
"category": "Delta",
"id": 13,
"name": "Item_013",
"original_value": 7,
"priority": "High",
"processed_at_batch": 3,
"processed_value": 7.700000000000001,
"quality_score": 17
},
{
"category": "Gamma",
"id": 14,
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"priority": "Medium",
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"processed_value": 58.300000000000004,
"quality_score": 63
},
{
"category": "Alpha",
"id": 15,
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"original_value": 53,
"priority": "High",
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"quality_score": 63
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 15 items processed across 3 batches\nRunning average value: 68.64\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 15, \"running_average\": 68.64000000000001, \"batch_number\": 3}}\n__STATE_UPDATES__ {\"total_processed\": 15, \"total_value_sum\": 1029.6000000000001, \"category_counts\": {\"Alpha\": 6, \"Gamma\": 5, \"Beta\": 2, \"Delta\": 2}, \"average_value\": 68.64000000000001, \"batches_completed\": 3}\n",
"outputs": {
"batch_progress": {
"batch_number": 3,
"items_this_batch": 5,
"running_average": 68.64000000000001,
"total_items_so_far": 15
}
},
"state_updates": {
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"batches_completed": 3,
"category_counts": {
"Alpha": 6,
"Beta": 2,
"Delta": 2,
"Gamma": 5
},
"total_processed": 15,
"total_value_sum": 1029.6000000000001
},
"status": "completed"
}
}
},
{
"iteration": 3,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 3\nFor-Loop: Processing batch 4\nBatch range: items 16 to 20\n__OUTPUTS__ {\"current_batch\": [{\"id\": 16, \"name\": \"Item_016\", \"value\": 67, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 17, \"name\": \"Item_017\", \"value\": 40, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 18, \"name\": \"Item_018\", \"value\": 12, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 19, \"name\": \"Item_019\", \"value\": 24, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 20, \"name\": \"Item_020\", \"value\": 58, \"category\": \"Alpha\", \"priority\": \"Medium\"}], \"batch_number\": 4, \"batch_size\": 5, \"start_index\": 15, \"end_index\": 20}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 4,
"batch_size": 5,
"current_batch": [
{
"category": "Delta",
"id": 16,
"name": "Item_016",
"priority": "High",
"value": 67
},
{
"category": "Alpha",
"id": 17,
"name": "Item_017",
"priority": "Medium",
"value": 40
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"priority": "High",
"value": 12
},
{
"category": "Delta",
"id": 19,
"name": "Item_019",
"priority": "High",
"value": 24
},
{
"category": "Alpha",
"id": 20,
"name": "Item_020",
"priority": "Medium",
"value": 58
}
],
"end_index": 20,
"start_index": 15
},
"state_updates": {},
"status": "completed"
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"process_for_batch": {
"output": "Processed 5 items in batch 4\nBatch total value: 221.10\n__OUTPUTS__ {\"processed_items\": [{\"id\": 16, \"name\": \"Item_016\", \"original_value\": 67, \"processed_value\": 73.7, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 77}, {\"id\": 17, \"name\": \"Item_017\", \"original_value\": 40, \"processed_value\": 44.0, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 4, \"quality_score\": 50}, {\"id\": 18, \"name\": \"Item_018\", \"original_value\": 12, \"processed_value\": 13.200000000000001, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 22}, {\"id\": 19, \"name\": \"Item_019\", \"original_value\": 24, \"processed_value\": 26.400000000000002, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 34}, {\"id\": 20, \"name\": \"Item_020\", \"original_value\": 58, \"processed_value\": 63.800000000000004, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 4, \"quality_score\": 68}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 221.10000000000002, \"average_value\": 44.220000000000006, \"category_distribution\": {\"Delta\": 2, \"Alpha\": 3}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 44.220000000000006,
"category_distribution": {
"Alpha": 3,
"Delta": 2
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"items_processed": 5,
"total_value": 221.10000000000002
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"processed_items": [
{
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"quality_score": 77
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{
"category": "Alpha",
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"quality_score": 50
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{
"category": "Alpha",
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{
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{
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}
]
},
"state_updates": {},
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"update_for_state": {
"output": "For-Loop Progress: 20 items processed across 4 batches\nRunning average value: 62.54\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 20, \"running_average\": 62.53500000000001, \"batch_number\": 4}}\n__STATE_UPDATES__ {\"total_processed\": 20, \"total_value_sum\": 1250.7000000000003, \"category_counts\": {\"Alpha\": 9, \"Gamma\": 5, \"Beta\": 2, \"Delta\": 4}, \"average_value\": 62.53500000000001, \"batches_completed\": 4}\n",
"outputs": {
"batch_progress": {
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"running_average": 62.53500000000001,
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},
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{
"iteration": 4,
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"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 4\nFor-Loop: Processing batch 5\nBatch range: items 21 to 25\n__OUTPUTS__ {\"current_batch\": [{\"id\": 21, \"name\": \"Item_021\", \"value\": 54, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 22, \"name\": \"Item_022\", \"value\": 71, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 23, \"name\": \"Item_023\", \"value\": 15, \"category\": \"Gamma\", \"priority\": \"High\"}, {\"id\": 24, \"name\": \"Item_024\", \"value\": 41, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 25, \"name\": \"Item_025\", \"value\": 24, \"category\": \"Delta\", \"priority\": \"High\"}], \"batch_number\": 5, \"batch_size\": 5, \"start_index\": 20, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 5,
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"current_batch": [
{
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{
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{
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{
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"output": "Processed 5 items in batch 5\nBatch total value: 225.50\n__OUTPUTS__ {\"processed_items\": [{\"id\": 21, \"name\": \"Item_021\", \"original_value\": 54, \"processed_value\": 59.400000000000006, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 5, \"quality_score\": 64}, {\"id\": 22, \"name\": \"Item_022\", \"original_value\": 71, \"processed_value\": 78.10000000000001, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 5, \"quality_score\": 81}, {\"id\": 23, \"name\": \"Item_023\", \"original_value\": 15, \"processed_value\": 16.5, \"category\": \"Gamma\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 25}, {\"id\": 24, \"name\": \"Item_024\", \"original_value\": 41, \"processed_value\": 45.1, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 5, \"quality_score\": 51}, {\"id\": 25, \"name\": \"Item_025\", \"original_value\": 24, \"processed_value\": 26.400000000000002, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 34}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 225.5, \"average_value\": 45.1, \"category_distribution\": {\"Alpha\": 1, \"Beta\": 1, \"Gamma\": 2, \"Delta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
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{
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{
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{
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]
},
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"output": "For-Loop Progress: 25 items processed across 5 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 5}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 5}\n",
"outputs": {
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{
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"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 5\nFor-Loop: Processing batch 6\nBatch range: items 26 to 25\n__OUTPUTS__ {\"current_batch\": [], \"batch_number\": 6, \"batch_size\": 0, \"start_index\": 25, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
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"outputs": {
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"output": "For-Loop Progress: 25 items processed across 6 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 6}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 6}\n",
"outputs": {
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{
"iteration": 6,
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"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 6\nFor-Loop: Processing batch 7\nBatch range: items 31 to 25\n__OUTPUTS__ {\"current_batch\": [], \"batch_number\": 7, \"batch_size\": 0, \"start_index\": 30, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
"outputs": {
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"outputs": {
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"output": "For-Loop Progress: 25 items processed across 7 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 7}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 7}\n",
"outputs": {
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{
"iteration": 7,
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"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 7\nFor-Loop: Processing batch 8\nBatch range: items 36 to 25\n__OUTPUTS__ {\"current_batch\": [], \"batch_number\": 8, \"batch_size\": 0, \"start_index\": 35, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
"outputs": {
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"output": "For-Loop Progress: 25 items processed across 8 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 8}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 8}\n",
"outputs": {
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{
"iteration": 8,
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"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 8\nFor-Loop: Processing batch 9\nBatch range: items 41 to 25\n__OUTPUTS__ {\"current_batch\": [], \"batch_number\": 9, \"batch_size\": 0, \"start_index\": 40, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
"outputs": {
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"outputs": {
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"output": "For-Loop Progress: 25 items processed across 9 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 9}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 9}\n",
"outputs": {
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{
"iteration": 9,
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"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 9\nFor-Loop: Processing batch 10\nBatch range: items 46 to 25\n__OUTPUTS__ {\"current_batch\": [], \"batch_number\": 10, \"batch_size\": 0, \"start_index\": 45, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
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"outputs": {
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"duration_seconds": 3.223709,
"end_time": "2025-07-22T11:18:25.960891",
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"start_time": "2025-07-22T11:18:22.737182",
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"iterations_completed": 10,
"loop_result": {
"exit_reason": "max_iterations",
"final_state": {
"average_value": 59.04800000000001,
"batch_size": 5,
"batches_completed": 10,
"category_counts": {
"Alpha": 10,
"Beta": 3,
"Delta": 5,
"Gamma": 7
},
"for_loop_dataset": [
{
"category": "Alpha",
"id": 1,
"name": "Item_001",
"priority": "High",
"value": 20
},
{
"category": "Gamma",
"id": 2,
"name": "Item_002",
"priority": "Medium",
"value": 86
},
{
"category": "Beta",
"id": 3,
"name": "Item_003",
"priority": "Low",
"value": 97
},
{
"category": "Alpha",
"id": 4,
"name": "Item_004",
"priority": "High",
"value": 89
},
{
"category": "Gamma",
"id": 5,
"name": "Item_005",
"priority": "Low",
"value": 53
},
{
"category": "Gamma",
"id": 6,
"name": "Item_006",
"priority": "Low",
"value": 44
},
{
"category": "Alpha",
"id": 7,
"name": "Item_007",
"priority": "Medium",
"value": 45
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"priority": "Low",
"value": 88
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"priority": "High",
"value": 78
},
{
"category": "Alpha",
"id": 10,
"name": "Item_010",
"priority": "Low",
"value": 99
},
{
"category": "Gamma",
"id": 11,
"name": "Item_011",
"priority": "Medium",
"value": 78
},
{
"category": "Beta",
"id": 12,
"name": "Item_012",
"priority": "Low",
"value": 46
},
{
"category": "Delta",
"id": 13,
"name": "Item_013",
"priority": "High",
"value": 7
},
{
"category": "Gamma",
"id": 14,
"name": "Item_014",
"priority": "Medium",
"value": 53
},
{
"category": "Alpha",
"id": 15,
"name": "Item_015",
"priority": "High",
"value": 53
},
{
"category": "Delta",
"id": 16,
"name": "Item_016",
"priority": "High",
"value": 67
},
{
"category": "Alpha",
"id": 17,
"name": "Item_017",
"priority": "Medium",
"value": 40
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"priority": "High",
"value": 12
},
{
"category": "Delta",
"id": 19,
"name": "Item_019",
"priority": "High",
"value": 24
},
{
"category": "Alpha",
"id": 20,
"name": "Item_020",
"priority": "Medium",
"value": 58
},
{
"category": "Alpha",
"id": 21,
"name": "Item_021",
"priority": "Medium",
"value": 54
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"priority": "Low",
"value": 71
},
{
"category": "Gamma",
"id": 23,
"name": "Item_023",
"priority": "High",
"value": 15
},
{
"category": "Gamma",
"id": 24,
"name": "Item_024",
"priority": "Low",
"value": 41
},
{
"category": "Delta",
"id": 25,
"name": "Item_025",
"priority": "High",
"value": 24
}
],
"last_iteration": 0,
"total_processed": 25,
"total_value_sum": 1476.2000000000003
},
"iteration_results": [
{
"iteration": 0,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 0\nFor-Loop: Processing batch 1\nBatch range: items 1 to 5\n__OUTPUTS__ {\"current_batch\": [{\"id\": 1, \"name\": \"Item_001\", \"value\": 20, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 2, \"name\": \"Item_002\", \"value\": 86, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 3, \"name\": \"Item_003\", \"value\": 97, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 4, \"name\": \"Item_004\", \"value\": 89, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 5, \"name\": \"Item_005\", \"value\": 53, \"category\": \"Gamma\", \"priority\": \"Low\"}], \"batch_number\": 1, \"batch_size\": 5, \"start_index\": 0, \"end_index\": 5}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 1,
"batch_size": 5,
"current_batch": [
{
"category": "Alpha",
"id": 1,
"name": "Item_001",
"priority": "High",
"value": 20
},
{
"category": "Gamma",
"id": 2,
"name": "Item_002",
"priority": "Medium",
"value": 86
},
{
"category": "Beta",
"id": 3,
"name": "Item_003",
"priority": "Low",
"value": 97
},
{
"category": "Alpha",
"id": 4,
"name": "Item_004",
"priority": "High",
"value": 89
},
{
"category": "Gamma",
"id": 5,
"name": "Item_005",
"priority": "Low",
"value": 53
}
],
"end_index": 5,
"start_index": 0
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 1\nBatch total value: 379.50\n__OUTPUTS__ {\"processed_items\": [{\"id\": 1, \"name\": \"Item_001\", \"original_value\": 20, \"processed_value\": 22.0, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 1, \"quality_score\": 30}, {\"id\": 2, \"name\": \"Item_002\", \"original_value\": 86, \"processed_value\": 94.60000000000001, \"category\": \"Gamma\", \"priority\": \"Medium\", \"processed_at_batch\": 1, \"quality_score\": 96}, {\"id\": 3, \"name\": \"Item_003\", \"original_value\": 97, \"processed_value\": 106.7, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 100}, {\"id\": 4, \"name\": \"Item_004\", \"original_value\": 89, \"processed_value\": 97.9, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 1, \"quality_score\": 99}, {\"id\": 5, \"name\": \"Item_005\", \"original_value\": 53, \"processed_value\": 58.300000000000004, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 63}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 379.50000000000006, \"average_value\": 75.9, \"category_distribution\": {\"Alpha\": 2, \"Gamma\": 2, \"Beta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 75.9,
"category_distribution": {
"Alpha": 2,
"Beta": 1,
"Gamma": 2
},
"items_processed": 5,
"total_value": 379.50000000000006
},
"processed_items": [
{
"category": "Alpha",
"id": 1,
"name": "Item_001",
"original_value": 20,
"priority": "High",
"processed_at_batch": 1,
"processed_value": 22.0,
"quality_score": 30
},
{
"category": "Gamma",
"id": 2,
"name": "Item_002",
"original_value": 86,
"priority": "Medium",
"processed_at_batch": 1,
"processed_value": 94.60000000000001,
"quality_score": 96
},
{
"category": "Beta",
"id": 3,
"name": "Item_003",
"original_value": 97,
"priority": "Low",
"processed_at_batch": 1,
"processed_value": 106.7,
"quality_score": 100
},
{
"category": "Alpha",
"id": 4,
"name": "Item_004",
"original_value": 89,
"priority": "High",
"processed_at_batch": 1,
"processed_value": 97.9,
"quality_score": 99
},
{
"category": "Gamma",
"id": 5,
"name": "Item_005",
"original_value": 53,
"priority": "Low",
"processed_at_batch": 1,
"processed_value": 58.300000000000004,
"quality_score": 63
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 5 items processed across 1 batches\nRunning average value: 75.90\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 5, \"running_average\": 75.9, \"batch_number\": 1}}\n__STATE_UPDATES__ {\"total_processed\": 5, \"total_value_sum\": 379.50000000000006, \"category_counts\": {\"Alpha\": 2, \"Gamma\": 2, \"Beta\": 1}, \"average_value\": 75.9, \"batches_completed\": 1}\n",
"outputs": {
"batch_progress": {
"batch_number": 1,
"items_this_batch": 5,
"running_average": 75.9,
"total_items_so_far": 5
}
},
"state_updates": {
"average_value": 75.9,
"batches_completed": 1,
"category_counts": {
"Alpha": 2,
"Beta": 1,
"Gamma": 2
},
"total_processed": 5,
"total_value_sum": 379.50000000000006
},
"status": "completed"
}
}
},
{
"iteration": 1,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 1\nFor-Loop: Processing batch 2\nBatch range: items 6 to 10\n__OUTPUTS__ {\"current_batch\": [{\"id\": 6, \"name\": \"Item_006\", \"value\": 44, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 7, \"name\": \"Item_007\", \"value\": 45, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 8, \"name\": \"Item_008\", \"value\": 88, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 9, \"name\": \"Item_009\", \"value\": 78, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 10, \"name\": \"Item_010\", \"value\": 99, \"category\": \"Alpha\", \"priority\": \"Low\"}], \"batch_number\": 2, \"batch_size\": 5, \"start_index\": 5, \"end_index\": 10}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 2,
"batch_size": 5,
"current_batch": [
{
"category": "Gamma",
"id": 6,
"name": "Item_006",
"priority": "Low",
"value": 44
},
{
"category": "Alpha",
"id": 7,
"name": "Item_007",
"priority": "Medium",
"value": 45
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"priority": "Low",
"value": 88
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"priority": "High",
"value": 78
},
{
"category": "Alpha",
"id": 10,
"name": "Item_010",
"priority": "Low",
"value": 99
}
],
"end_index": 10,
"start_index": 5
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 2\nBatch total value: 389.40\n__OUTPUTS__ {\"processed_items\": [{\"id\": 6, \"name\": \"Item_006\", \"original_value\": 44, \"processed_value\": 48.400000000000006, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 2, \"quality_score\": 54}, {\"id\": 7, \"name\": \"Item_007\", \"original_value\": 45, \"processed_value\": 49.50000000000001, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 2, \"quality_score\": 55}, {\"id\": 8, \"name\": \"Item_008\", \"original_value\": 88, \"processed_value\": 96.80000000000001, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 2, \"quality_score\": 98}, {\"id\": 9, \"name\": \"Item_009\", \"original_value\": 78, \"processed_value\": 85.80000000000001, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 2, \"quality_score\": 88}, {\"id\": 10, \"name\": \"Item_010\", \"original_value\": 99, \"processed_value\": 108.9, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 2, \"quality_score\": 100}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 389.4, \"average_value\": 77.88, \"category_distribution\": {\"Gamma\": 1, \"Alpha\": 3, \"Delta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 77.88,
"category_distribution": {
"Alpha": 3,
"Delta": 1,
"Gamma": 1
},
"items_processed": 5,
"total_value": 389.4
},
"processed_items": [
{
"category": "Gamma",
"id": 6,
"name": "Item_006",
"original_value": 44,
"priority": "Low",
"processed_at_batch": 2,
"processed_value": 48.400000000000006,
"quality_score": 54
},
{
"category": "Alpha",
"id": 7,
"name": "Item_007",
"original_value": 45,
"priority": "Medium",
"processed_at_batch": 2,
"processed_value": 49.50000000000001,
"quality_score": 55
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"original_value": 88,
"priority": "Low",
"processed_at_batch": 2,
"processed_value": 96.80000000000001,
"quality_score": 98
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"original_value": 78,
"priority": "High",
"processed_at_batch": 2,
"processed_value": 85.80000000000001,
"quality_score": 88
},
{
"category": "Alpha",
"id": 10,
"name": "Item_010",
"original_value": 99,
"priority": "Low",
"processed_at_batch": 2,
"processed_value": 108.9,
"quality_score": 100
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 10 items processed across 2 batches\nRunning average value: 76.89\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 10, \"running_average\": 76.89000000000001, \"batch_number\": 2}}\n__STATE_UPDATES__ {\"total_processed\": 10, \"total_value_sum\": 768.9000000000001, \"category_counts\": {\"Alpha\": 5, \"Gamma\": 3, \"Beta\": 1, \"Delta\": 1}, \"average_value\": 76.89000000000001, \"batches_completed\": 2}\n",
"outputs": {
"batch_progress": {
"batch_number": 2,
"items_this_batch": 5,
"running_average": 76.89000000000001,
"total_items_so_far": 10
}
},
"state_updates": {
"average_value": 76.89000000000001,
"batches_completed": 2,
"category_counts": {
"Alpha": 5,
"Beta": 1,
"Delta": 1,
"Gamma": 3
},
"total_processed": 10,
"total_value_sum": 768.9000000000001
},
"status": "completed"
}
}
},
{
"iteration": 2,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 2\nFor-Loop: Processing batch 3\nBatch range: items 11 to 15\n__OUTPUTS__ {\"current_batch\": [{\"id\": 11, \"name\": \"Item_011\", \"value\": 78, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 12, \"name\": \"Item_012\", \"value\": 46, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 13, \"name\": \"Item_013\", \"value\": 7, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 14, \"name\": \"Item_014\", \"value\": 53, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 15, \"name\": \"Item_015\", \"value\": 53, \"category\": \"Alpha\", \"priority\": \"High\"}], \"batch_number\": 3, \"batch_size\": 5, \"start_index\": 10, \"end_index\": 15}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 3,
"batch_size": 5,
"current_batch": [
{
"category": "Gamma",
"id": 11,
"name": "Item_011",
"priority": "Medium",
"value": 78
},
{
"category": "Beta",
"id": 12,
"name": "Item_012",
"priority": "Low",
"value": 46
},
{
"category": "Delta",
"id": 13,
"name": "Item_013",
"priority": "High",
"value": 7
},
{
"category": "Gamma",
"id": 14,
"name": "Item_014",
"priority": "Medium",
"value": 53
},
{
"category": "Alpha",
"id": 15,
"name": "Item_015",
"priority": "High",
"value": 53
}
],
"end_index": 15,
"start_index": 10
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 3\nBatch total value: 260.70\n__OUTPUTS__ {\"processed_items\": [{\"id\": 11, \"name\": \"Item_011\", \"original_value\": 78, \"processed_value\": 85.80000000000001, \"category\": \"Gamma\", \"priority\": \"Medium\", \"processed_at_batch\": 3, \"quality_score\": 88}, {\"id\": 12, \"name\": \"Item_012\", \"original_value\": 46, \"processed_value\": 50.6, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 3, \"quality_score\": 56}, {\"id\": 13, \"name\": \"Item_013\", \"original_value\": 7, \"processed_value\": 7.700000000000001, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 3, \"quality_score\": 17}, {\"id\": 14, \"name\": \"Item_014\", \"original_value\": 53, \"processed_value\": 58.300000000000004, \"category\": \"Gamma\", \"priority\": \"Medium\", \"processed_at_batch\": 3, \"quality_score\": 63}, {\"id\": 15, \"name\": \"Item_015\", \"original_value\": 53, \"processed_value\": 58.300000000000004, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 3, \"quality_score\": 63}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 260.7, \"average_value\": 52.14, \"category_distribution\": {\"Gamma\": 2, \"Beta\": 1, \"Delta\": 1, \"Alpha\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 52.14,
"category_distribution": {
"Alpha": 1,
"Beta": 1,
"Delta": 1,
"Gamma": 2
},
"items_processed": 5,
"total_value": 260.7
},
"processed_items": [
{
"category": "Gamma",
"id": 11,
"name": "Item_011",
"original_value": 78,
"priority": "Medium",
"processed_at_batch": 3,
"processed_value": 85.80000000000001,
"quality_score": 88
},
{
"category": "Beta",
"id": 12,
"name": "Item_012",
"original_value": 46,
"priority": "Low",
"processed_at_batch": 3,
"processed_value": 50.6,
"quality_score": 56
},
{
"category": "Delta",
"id": 13,
"name": "Item_013",
"original_value": 7,
"priority": "High",
"processed_at_batch": 3,
"processed_value": 7.700000000000001,
"quality_score": 17
},
{
"category": "Gamma",
"id": 14,
"name": "Item_014",
"original_value": 53,
"priority": "Medium",
"processed_at_batch": 3,
"processed_value": 58.300000000000004,
"quality_score": 63
},
{
"category": "Alpha",
"id": 15,
"name": "Item_015",
"original_value": 53,
"priority": "High",
"processed_at_batch": 3,
"processed_value": 58.300000000000004,
"quality_score": 63
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 15 items processed across 3 batches\nRunning average value: 68.64\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 15, \"running_average\": 68.64000000000001, \"batch_number\": 3}}\n__STATE_UPDATES__ {\"total_processed\": 15, \"total_value_sum\": 1029.6000000000001, \"category_counts\": {\"Alpha\": 6, \"Gamma\": 5, \"Beta\": 2, \"Delta\": 2}, \"average_value\": 68.64000000000001, \"batches_completed\": 3}\n",
"outputs": {
"batch_progress": {
"batch_number": 3,
"items_this_batch": 5,
"running_average": 68.64000000000001,
"total_items_so_far": 15
}
},
"state_updates": {
"average_value": 68.64000000000001,
"batches_completed": 3,
"category_counts": {
"Alpha": 6,
"Beta": 2,
"Delta": 2,
"Gamma": 5
},
"total_processed": 15,
"total_value_sum": 1029.6000000000001
},
"status": "completed"
}
}
},
{
"iteration": 3,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 3\nFor-Loop: Processing batch 4\nBatch range: items 16 to 20\n__OUTPUTS__ {\"current_batch\": [{\"id\": 16, \"name\": \"Item_016\", \"value\": 67, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 17, \"name\": \"Item_017\", \"value\": 40, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 18, \"name\": \"Item_018\", \"value\": 12, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 19, \"name\": \"Item_019\", \"value\": 24, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 20, \"name\": \"Item_020\", \"value\": 58, \"category\": \"Alpha\", \"priority\": \"Medium\"}], \"batch_number\": 4, \"batch_size\": 5, \"start_index\": 15, \"end_index\": 20}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 4,
"batch_size": 5,
"current_batch": [
{
"category": "Delta",
"id": 16,
"name": "Item_016",
"priority": "High",
"value": 67
},
{
"category": "Alpha",
"id": 17,
"name": "Item_017",
"priority": "Medium",
"value": 40
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"priority": "High",
"value": 12
},
{
"category": "Delta",
"id": 19,
"name": "Item_019",
"priority": "High",
"value": 24
},
{
"category": "Alpha",
"id": 20,
"name": "Item_020",
"priority": "Medium",
"value": 58
}
],
"end_index": 20,
"start_index": 15
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 4\nBatch total value: 221.10\n__OUTPUTS__ {\"processed_items\": [{\"id\": 16, \"name\": \"Item_016\", \"original_value\": 67, \"processed_value\": 73.7, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 77}, {\"id\": 17, \"name\": \"Item_017\", \"original_value\": 40, \"processed_value\": 44.0, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 4, \"quality_score\": 50}, {\"id\": 18, \"name\": \"Item_018\", \"original_value\": 12, \"processed_value\": 13.200000000000001, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 22}, {\"id\": 19, \"name\": \"Item_019\", \"original_value\": 24, \"processed_value\": 26.400000000000002, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 34}, {\"id\": 20, \"name\": \"Item_020\", \"original_value\": 58, \"processed_value\": 63.800000000000004, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 4, \"quality_score\": 68}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 221.10000000000002, \"average_value\": 44.220000000000006, \"category_distribution\": {\"Delta\": 2, \"Alpha\": 3}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 44.220000000000006,
"category_distribution": {
"Alpha": 3,
"Delta": 2
},
"items_processed": 5,
"total_value": 221.10000000000002
},
"processed_items": [
{
"category": "Delta",
"id": 16,
"name": "Item_016",
"original_value": 67,
"priority": "High",
"processed_at_batch": 4,
"processed_value": 73.7,
"quality_score": 77
},
{
"category": "Alpha",
"id": 17,
"name": "Item_017",
"original_value": 40,
"priority": "Medium",
"processed_at_batch": 4,
"processed_value": 44.0,
"quality_score": 50
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"original_value": 12,
"priority": "High",
"processed_at_batch": 4,
"processed_value": 13.200000000000001,
"quality_score": 22
},
{
"category": "Delta",
"id": 19,
"name": "Item_019",
"original_value": 24,
"priority": "High",
"processed_at_batch": 4,
"processed_value": 26.400000000000002,
"quality_score": 34
},
{
"category": "Alpha",
"id": 20,
"name": "Item_020",
"original_value": 58,
"priority": "Medium",
"processed_at_batch": 4,
"processed_value": 63.800000000000004,
"quality_score": 68
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 20 items processed across 4 batches\nRunning average value: 62.54\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 20, \"running_average\": 62.53500000000001, \"batch_number\": 4}}\n__STATE_UPDATES__ {\"total_processed\": 20, \"total_value_sum\": 1250.7000000000003, \"category_counts\": {\"Alpha\": 9, \"Gamma\": 5, \"Beta\": 2, \"Delta\": 4}, \"average_value\": 62.53500000000001, \"batches_completed\": 4}\n",
"outputs": {
"batch_progress": {
"batch_number": 4,
"items_this_batch": 5,
"running_average": 62.53500000000001,
"total_items_so_far": 20
}
},
"state_updates": {
"average_value": 62.53500000000001,
"batches_completed": 4,
"category_counts": {
"Alpha": 9,
"Beta": 2,
"Delta": 4,
"Gamma": 5
},
"total_processed": 20,
"total_value_sum": 1250.7000000000003
},
"status": "completed"
}
}
},
{
"iteration": 4,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 4\nFor-Loop: Processing batch 5\nBatch range: items 21 to 25\n__OUTPUTS__ {\"current_batch\": [{\"id\": 21, \"name\": \"Item_021\", \"value\": 54, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 22, \"name\": \"Item_022\", \"value\": 71, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 23, \"name\": \"Item_023\", \"value\": 15, \"category\": \"Gamma\", \"priority\": \"High\"}, {\"id\": 24, \"name\": \"Item_024\", \"value\": 41, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 25, \"name\": \"Item_025\", \"value\": 24, \"category\": \"Delta\", \"priority\": \"High\"}], \"batch_number\": 5, \"batch_size\": 5, \"start_index\": 20, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 5,
"batch_size": 5,
"current_batch": [
{
"category": "Alpha",
"id": 21,
"name": "Item_021",
"priority": "Medium",
"value": 54
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"priority": "Low",
"value": 71
},
{
"category": "Gamma",
"id": 23,
"name": "Item_023",
"priority": "High",
"value": 15
},
{
"category": "Gamma",
"id": 24,
"name": "Item_024",
"priority": "Low",
"value": 41
},
{
"category": "Delta",
"id": 25,
"name": "Item_025",
"priority": "High",
"value": 24
}
],
"end_index": 25,
"start_index": 20
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 5\nBatch total value: 225.50\n__OUTPUTS__ {\"processed_items\": [{\"id\": 21, \"name\": \"Item_021\", \"original_value\": 54, \"processed_value\": 59.400000000000006, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 5, \"quality_score\": 64}, {\"id\": 22, \"name\": \"Item_022\", \"original_value\": 71, \"processed_value\": 78.10000000000001, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 5, \"quality_score\": 81}, {\"id\": 23, \"name\": \"Item_023\", \"original_value\": 15, \"processed_value\": 16.5, \"category\": \"Gamma\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 25}, {\"id\": 24, \"name\": \"Item_024\", \"original_value\": 41, \"processed_value\": 45.1, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 5, \"quality_score\": 51}, {\"id\": 25, \"name\": \"Item_025\", \"original_value\": 24, \"processed_value\": 26.400000000000002, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 34}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 225.5, \"average_value\": 45.1, \"category_distribution\": {\"Alpha\": 1, \"Beta\": 1, \"Gamma\": 2, \"Delta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 45.1,
"category_distribution": {
"Alpha": 1,
"Beta": 1,
"Delta": 1,
"Gamma": 2
},
"items_processed": 5,
"total_value": 225.5
},
"processed_items": [
{
"category": "Alpha",
"id": 21,
"name": "Item_021",
"original_value": 54,
"priority": "Medium",
"processed_at_batch": 5,
"processed_value": 59.400000000000006,
"quality_score": 64
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"original_value": 71,
"priority": "Low",
"processed_at_batch": 5,
"processed_value": 78.10000000000001,
"quality_score": 81
},
{
"category": "Gamma",
"id": 23,
"name": "Item_023",
"original_value": 15,
"priority": "High",
"processed_at_batch": 5,
"processed_value": 16.5,
"quality_score": 25
},
{
"category": "Gamma",
"id": 24,
"name": "Item_024",
"original_value": 41,
"priority": "Low",
"processed_at_batch": 5,
"processed_value": 45.1,
"quality_score": 51
},
{
"category": "Delta",
"id": 25,
"name": "Item_025",
"original_value": 24,
"priority": "High",
"processed_at_batch": 5,
"processed_value": 26.400000000000002,
"quality_score": 34
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 5 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 5}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 5}\n",
"outputs": {
"batch_progress": {
"batch_number": 5,
"items_this_batch": 5,
"running_average": 59.04800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 59.04800000000001,
"batches_completed": 5,
"category_counts": {
"Alpha": 10,
"Beta": 3,
"Delta": 5,
"Gamma": 7
},
"total_processed": 25,
"total_value_sum": 1476.2000000000003
},
"status": "completed"
}
}
},
{
"iteration": 5,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 5\nFor-Loop: Processing batch 6\nBatch range: items 26 to 25\n__OUTPUTS__ {\"current_batch\": [], \"batch_number\": 6, \"batch_size\": 0, \"start_index\": 25, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 6,
"batch_size": 0,
"current_batch": [],
"end_index": 25,
"start_index": 25
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 0 items in batch 6\nBatch total value: 0.00\n__OUTPUTS__ {\"processed_items\": [], \"batch_stats\": {\"items_processed\": 0, \"total_value\": 0, \"average_value\": 0, \"category_distribution\": {}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 0,
"category_distribution": {},
"items_processed": 0,
"total_value": 0
},
"processed_items": []
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 6 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 6}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 6}\n",
"outputs": {
"batch_progress": {
"batch_number": 6,
"items_this_batch": 0,
"running_average": 59.04800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 59.04800000000001,
"batches_completed": 6,
"category_counts": {
"Alpha": 10,
"Beta": 3,
"Delta": 5,
"Gamma": 7
},
"total_processed": 25,
"total_value_sum": 1476.2000000000003
},
"status": "completed"
}
}
},
{
"iteration": 6,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 6\nFor-Loop: Processing batch 7\nBatch range: items 31 to 25\n__OUTPUTS__ {\"current_batch\": [], \"batch_number\": 7, \"batch_size\": 0, \"start_index\": 30, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 7,
"batch_size": 0,
"current_batch": [],
"end_index": 25,
"start_index": 30
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 0 items in batch 7\nBatch total value: 0.00\n__OUTPUTS__ {\"processed_items\": [], \"batch_stats\": {\"items_processed\": 0, \"total_value\": 0, \"average_value\": 0, \"category_distribution\": {}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 0,
"category_distribution": {},
"items_processed": 0,
"total_value": 0
},
"processed_items": []
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 7 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 7}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 7}\n",
"outputs": {
"batch_progress": {
"batch_number": 7,
"items_this_batch": 0,
"running_average": 59.04800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 59.04800000000001,
"batches_completed": 7,
"category_counts": {
"Alpha": 10,
"Beta": 3,
"Delta": 5,
"Gamma": 7
},
"total_processed": 25,
"total_value_sum": 1476.2000000000003
},
"status": "completed"
}
}
},
{
"iteration": 7,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 7\nFor-Loop: Processing batch 8\nBatch range: items 36 to 25\n__OUTPUTS__ {\"current_batch\": [], \"batch_number\": 8, \"batch_size\": 0, \"start_index\": 35, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 8,
"batch_size": 0,
"current_batch": [],
"end_index": 25,
"start_index": 35
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 0 items in batch 8\nBatch total value: 0.00\n__OUTPUTS__ {\"processed_items\": [], \"batch_stats\": {\"items_processed\": 0, \"total_value\": 0, \"average_value\": 0, \"category_distribution\": {}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 0,
"category_distribution": {},
"items_processed": 0,
"total_value": 0
},
"processed_items": []
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 8 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 8}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 8}\n",
"outputs": {
"batch_progress": {
"batch_number": 8,
"items_this_batch": 0,
"running_average": 59.04800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 59.04800000000001,
"batches_completed": 8,
"category_counts": {
"Alpha": 10,
"Beta": 3,
"Delta": 5,
"Gamma": 7
},
"total_processed": 25,
"total_value_sum": 1476.2000000000003
},
"status": "completed"
}
}
},
{
"iteration": 8,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 8\nFor-Loop: Processing batch 9\nBatch range: items 41 to 25\n__OUTPUTS__ {\"current_batch\": [], \"batch_number\": 9, \"batch_size\": 0, \"start_index\": 40, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 9,
"batch_size": 0,
"current_batch": [],
"end_index": 25,
"start_index": 40
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 0 items in batch 9\nBatch total value: 0.00\n__OUTPUTS__ {\"processed_items\": [], \"batch_stats\": {\"items_processed\": 0, \"total_value\": 0, \"average_value\": 0, \"category_distribution\": {}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 0,
"category_distribution": {},
"items_processed": 0,
"total_value": 0
},
"processed_items": []
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 9 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 9}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 9}\n",
"outputs": {
"batch_progress": {
"batch_number": 9,
"items_this_batch": 0,
"running_average": 59.04800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 59.04800000000001,
"batches_completed": 9,
"category_counts": {
"Alpha": 10,
"Beta": 3,
"Delta": 5,
"Gamma": 7
},
"total_processed": 25,
"total_value_sum": 1476.2000000000003
},
"status": "completed"
}
}
},
{
"iteration": 9,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 9\nFor-Loop: Processing batch 10\nBatch range: items 46 to 25\n__OUTPUTS__ {\"current_batch\": [], \"batch_number\": 10, \"batch_size\": 0, \"start_index\": 45, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 10,
"batch_size": 0,
"current_batch": [],
"end_index": 25,
"start_index": 45
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 0 items in batch 10\nBatch total value: 0.00\n__OUTPUTS__ {\"processed_items\": [], \"batch_stats\": {\"items_processed\": 0, \"total_value\": 0, \"average_value\": 0, \"category_distribution\": {}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 0,
"category_distribution": {},
"items_processed": 0,
"total_value": 0
},
"processed_items": []
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 10 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 10}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 10}\n",
"outputs": {
"batch_progress": {
"batch_number": 10,
"items_this_batch": 0,
"running_average": 59.04800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 59.04800000000001,
"batches_completed": 10,
"category_counts": {
"Alpha": 10,
"Beta": 3,
"Delta": 5,
"Gamma": 7
},
"total_processed": 25,
"total_value_sum": 1476.2000000000003
},
"status": "completed"
}
}
}
],
"iterations_completed": 10
},
"output": "Loop completed after 10 iterations",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "for_loop_processor"
},
"generate_comparison_report": {
"comparison": {
"for_loop_predictability": "High - Fixed number of iterations",
"for_loop_use_case": "Best for processing fixed datasets with known size",
"recommendation": "Use for-loop for batch processing, while-loop for quality-driven iterative processing",
"while_loop_adaptability": "High - Continues until conditions satisfied",
"while_loop_use_case": "Best for iterative improvement until quality criteria met"
},
"execution_details": {
"actual_result": {
"output": "=== LOOP COMPARISON REPORT ===\nFor-Loop: Processed 25 items in 10 fixed batches\nWhile-Loop: Achieved 72.0% completion with 82.5 average score\nThreshold target: 80 (Achieved: True)\n\nFOR-LOOP SUMMARY:\n - Processed all 25 items systematically\n - Generated total value of 1476.20\n - Average value per item: 59.05\n\nWHILE-LOOP SUMMARY:\n - Completed 18 items to quality standard\n - 7 items still pending improvement\n - Average quality score: 82.5/80\n - 3 items need additional reprocessing\n - Completed in 8 iterations\n__OUTPUTS__ {\"execution_summary\": {\"total_items_generated\": 25, \"batch_size_used\": 5, \"quality_threshold\": 80}, \"for_loop_results\": {\"type\": \"Fixed iteration processing\", \"total_processed\": 25, \"batches_completed\": 10, \"total_value_generated\": 1476.2000000000003, \"average_value\": 59.04800000000001, \"category_distribution\": {\"Beta\": 3, \"Alpha\": 10, \"Delta\": 5, \"Gamma\": 7}, \"processing_efficiency\": \"100% - All items processed in predetermined batches\"}, \"while_loop_results\": {\"type\": \"Conditional processing until threshold met\", \"items_completed\": 18, \"items_still_pending\": 7, \"average_quality_score\": 82.52, \"completion_percentage\": 72.0, \"items_needing_reprocessing\": 3, \"threshold_achieved\": true, \"iterations_completed\": 8}, \"comparison\": {\"for_loop_use_case\": \"Best for processing fixed datasets with known size\", \"while_loop_use_case\": \"Best for iterative improvement until quality criteria met\", \"for_loop_predictability\": \"High - Fixed number of iterations\", \"while_loop_adaptability\": \"High - Continues until conditions satisfied\", \"recommendation\": \"Use for-loop for batch processing, while-loop for quality-driven iterative processing\"}, \"performance_metrics\": {\"for_loop_iterations\": 10, \"while_loop_iterations\": 8, \"for_loop_completion_rate\": \"100%\", \"while_loop_completion_rate\": \"72.0%\"}}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.281585,
"end_time": "2025-07-22T11:18:28.272661",
"message_sent": true,
"start_time": "2025-07-22T11:18:27.991076",
"timestamp": "2025-07-22T11:18:28.272661",
"worker_executed": true,
"workers_notified": true
},
"execution_summary": {
"batch_size_used": 5,
"quality_threshold": 80,
"total_items_generated": 25
},
"for_loop_results": {
"average_value": 59.04800000000001,
"batches_completed": 10,
"category_distribution": {
"Alpha": 10,
"Beta": 3,
"Delta": 5,
"Gamma": 7
},
"processing_efficiency": "100% - All items processed in predetermined batches",
"total_processed": 25,
"total_value_generated": 1476.2000000000003,
"type": "Fixed iteration processing"
},
"output": "=== LOOP COMPARISON REPORT ===\nFor-Loop: Processed 25 items in 10 fixed batches\nWhile-Loop: Achieved 72.0% completion with 82.5 average score\nThreshold target: 80 (Achieved: True)\n\nFOR-LOOP SUMMARY:\n - Processed all 25 items systematically\n - Generated total value of 1476.20\n - Average value per item: 59.05\n\nWHILE-LOOP SUMMARY:\n - Completed 18 items to quality standard\n - 7 items still pending improvement\n - Average quality score: 82.5/80\n - 3 items need additional reprocessing\n - Completed in 8 iterations\n__OUTPUTS__ {\"execution_summary\": {\"total_items_generated\": 25, \"batch_size_used\": 5, \"quality_threshold\": 80}, \"for_loop_results\": {\"type\": \"Fixed iteration processing\", \"total_processed\": 25, \"batches_completed\": 10, \"total_value_generated\": 1476.2000000000003, \"average_value\": 59.04800000000001, \"category_distribution\": {\"Beta\": 3, \"Alpha\": 10, \"Delta\": 5, \"Gamma\": 7}, \"processing_efficiency\": \"100% - All items processed in predetermined batches\"}, \"while_loop_results\": {\"type\": \"Conditional processing until threshold met\", \"items_completed\": 18, \"items_still_pending\": 7, \"average_quality_score\": 82.52, \"completion_percentage\": 72.0, \"items_needing_reprocessing\": 3, \"threshold_achieved\": true, \"iterations_completed\": 8}, \"comparison\": {\"for_loop_use_case\": \"Best for processing fixed datasets with known size\", \"while_loop_use_case\": \"Best for iterative improvement until quality criteria met\", \"for_loop_predictability\": \"High - Fixed number of iterations\", \"while_loop_adaptability\": \"High - Continues until conditions satisfied\", \"recommendation\": \"Use for-loop for batch processing, while-loop for quality-driven iterative processing\"}, \"performance_metrics\": {\"for_loop_iterations\": 10, \"while_loop_iterations\": 8, \"for_loop_completion_rate\": \"100%\", \"while_loop_completion_rate\": \"72.0%\"}}\n",
"performance_metrics": {
"for_loop_completion_rate": "100%",
"for_loop_iterations": 10,
"while_loop_completion_rate": "72.0%",
"while_loop_iterations": 8
},
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "generate_comparison_report",
"while_loop_results": {
"average_quality_score": 82.52,
"completion_percentage": 72.0,
"items_completed": 18,
"items_needing_reprocessing": 3,
"items_still_pending": 7,
"iterations_completed": 8,
"threshold_achieved": true,
"type": "Conditional processing until threshold met"
}
},
"initialize_datasets": {
"batch_size": 5,
"execution_details": {
"actual_result": {
"output": "Generated 25 items for processing\nFor-loop will process 5 batches\n__OUTPUTS__ {\"for_loop_dataset\": [{\"id\": 1, \"name\": \"Item_001\", \"value\": 20, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 2, \"name\": \"Item_002\", \"value\": 86, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 3, \"name\": \"Item_003\", \"value\": 97, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 4, \"name\": \"Item_004\", \"value\": 89, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 5, \"name\": \"Item_005\", \"value\": 53, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 6, \"name\": \"Item_006\", \"value\": 44, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 7, \"name\": \"Item_007\", \"value\": 45, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 8, \"name\": \"Item_008\", \"value\": 88, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 9, \"name\": \"Item_009\", \"value\": 78, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 10, \"name\": \"Item_010\", \"value\": 99, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 11, \"name\": \"Item_011\", \"value\": 78, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 12, \"name\": \"Item_012\", \"value\": 46, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 13, \"name\": \"Item_013\", \"value\": 7, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 14, \"name\": \"Item_014\", \"value\": 53, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 15, \"name\": \"Item_015\", \"value\": 53, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 16, \"name\": \"Item_016\", \"value\": 67, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 17, \"name\": \"Item_017\", \"value\": 40, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 18, \"name\": \"Item_018\", \"value\": 12, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 19, \"name\": \"Item_019\", \"value\": 24, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 20, \"name\": \"Item_020\", \"value\": 58, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 21, \"name\": \"Item_021\", \"value\": 54, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 22, \"name\": \"Item_022\", \"value\": 71, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 23, \"name\": \"Item_023\", \"value\": 15, \"category\": \"Gamma\", \"priority\": \"High\"}, {\"id\": 24, \"name\": \"Item_024\", \"value\": 41, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 25, \"name\": \"Item_025\", \"value\": 24, \"category\": \"Delta\", \"priority\": \"High\"}], \"while_loop_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 35, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 59, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 28, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 54, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 14, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"total_items\": 25, \"batch_size\": 5, \"for_loop_batches\": 5}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.222905,
"end_time": "2025-07-22T11:18:22.704087",
"message_sent": true,
"start_time": "2025-07-22T11:18:22.481182",
"timestamp": "2025-07-22T11:18:22.704087",
"worker_executed": true,
"workers_notified": true
},
"for_loop_batches": 5,
"for_loop_dataset": [
{
"category": "Alpha",
"id": 1,
"name": "Item_001",
"priority": "High",
"value": 20
},
{
"category": "Gamma",
"id": 2,
"name": "Item_002",
"priority": "Medium",
"value": 86
},
{
"category": "Beta",
"id": 3,
"name": "Item_003",
"priority": "Low",
"value": 97
},
{
"category": "Alpha",
"id": 4,
"name": "Item_004",
"priority": "High",
"value": 89
},
{
"category": "Gamma",
"id": 5,
"name": "Item_005",
"priority": "Low",
"value": 53
},
{
"category": "Gamma",
"id": 6,
"name": "Item_006",
"priority": "Low",
"value": 44
},
{
"category": "Alpha",
"id": 7,
"name": "Item_007",
"priority": "Medium",
"value": 45
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"priority": "Low",
"value": 88
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"priority": "High",
"value": 78
},
{
"category": "Alpha",
"id": 10,
"name": "Item_010",
"priority": "Low",
"value": 99
},
{
"category": "Gamma",
"id": 11,
"name": "Item_011",
"priority": "Medium",
"value": 78
},
{
"category": "Beta",
"id": 12,
"name": "Item_012",
"priority": "Low",
"value": 46
},
{
"category": "Delta",
"id": 13,
"name": "Item_013",
"priority": "High",
"value": 7
},
{
"category": "Gamma",
"id": 14,
"name": "Item_014",
"priority": "Medium",
"value": 53
},
{
"category": "Alpha",
"id": 15,
"name": "Item_015",
"priority": "High",
"value": 53
},
{
"category": "Delta",
"id": 16,
"name": "Item_016",
"priority": "High",
"value": 67
},
{
"category": "Alpha",
"id": 17,
"name": "Item_017",
"priority": "Medium",
"value": 40
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"priority": "High",
"value": 12
},
{
"category": "Delta",
"id": 19,
"name": "Item_019",
"priority": "High",
"value": 24
},
{
"category": "Alpha",
"id": 20,
"name": "Item_020",
"priority": "Medium",
"value": 58
},
{
"category": "Alpha",
"id": 21,
"name": "Item_021",
"priority": "Medium",
"value": 54
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"priority": "Low",
"value": 71
},
{
"category": "Gamma",
"id": 23,
"name": "Item_023",
"priority": "High",
"value": 15
},
{
"category": "Gamma",
"id": 24,
"name": "Item_024",
"priority": "Low",
"value": 41
},
{
"category": "Delta",
"id": 25,
"name": "Item_025",
"priority": "High",
"value": 24
}
],
"output": "Generated 25 items for processing\nFor-loop will process 5 batches\n__OUTPUTS__ {\"for_loop_dataset\": [{\"id\": 1, \"name\": \"Item_001\", \"value\": 20, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 2, \"name\": \"Item_002\", \"value\": 86, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 3, \"name\": \"Item_003\", \"value\": 97, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 4, \"name\": \"Item_004\", \"value\": 89, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 5, \"name\": \"Item_005\", \"value\": 53, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 6, \"name\": \"Item_006\", \"value\": 44, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 7, \"name\": \"Item_007\", \"value\": 45, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 8, \"name\": \"Item_008\", \"value\": 88, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 9, \"name\": \"Item_009\", \"value\": 78, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 10, \"name\": \"Item_010\", \"value\": 99, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 11, \"name\": \"Item_011\", \"value\": 78, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 12, \"name\": \"Item_012\", \"value\": 46, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 13, \"name\": \"Item_013\", \"value\": 7, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 14, \"name\": \"Item_014\", \"value\": 53, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 15, \"name\": \"Item_015\", \"value\": 53, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 16, \"name\": \"Item_016\", \"value\": 67, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 17, \"name\": \"Item_017\", \"value\": 40, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 18, \"name\": \"Item_018\", \"value\": 12, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 19, \"name\": \"Item_019\", \"value\": 24, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 20, \"name\": \"Item_020\", \"value\": 58, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 21, \"name\": \"Item_021\", \"value\": 54, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 22, \"name\": \"Item_022\", \"value\": 71, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 23, \"name\": \"Item_023\", \"value\": 15, \"category\": \"Gamma\", \"priority\": \"High\"}, {\"id\": 24, \"name\": \"Item_024\", \"value\": 41, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 25, \"name\": \"Item_025\", \"value\": 24, \"category\": \"Delta\", \"priority\": \"High\"}], \"while_loop_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 35, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 59, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 28, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 54, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 14, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"total_items\": 25, \"batch_size\": 5, \"for_loop_batches\": 5}\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "initialize_datasets",
"total_items": 25,
"while_loop_dataset": [
{
"attempts": 0,
"id": 1,
"name": "Record_001",
"needs_reprocessing": false,
"score": 35,
"status": "pending"
},
{
"attempts": 0,
"id": 2,
"name": "Record_002",
"needs_reprocessing": true,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 3,
"name": "Record_003",
"needs_reprocessing": true,
"score": 59,
"status": "pending"
},
{
"attempts": 0,
"id": 4,
"name": "Record_004",
"needs_reprocessing": true,
"score": 28,
"status": "pending"
},
{
"attempts": 0,
"id": 5,
"name": "Record_005",
"needs_reprocessing": true,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": false,
"score": 54,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": false,
"score": 14,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "SUCCESS",
"task_outputs": {
"for_loop_processor": {
"execution_details": {
"actual_result": {
"loop_result": {
"exit_reason": "max_iterations",
"final_state": {
"average_value": 59.04800000000001,
"batch_size": 5,
"batches_completed": 10,
"category_counts": {
"Alpha": 10,
"Beta": 3,
"Delta": 5,
"Gamma": 7
},
"for_loop_dataset": [
{
"category": "Alpha",
"id": 1,
"name": "Item_001",
"priority": "High",
"value": 20
},
{
"category": "Gamma",
"id": 2,
"name": "Item_002",
"priority": "Medium",
"value": 86
},
{
"category": "Beta",
"id": 3,
"name": "Item_003",
"priority": "Low",
"value": 97
},
{
"category": "Alpha",
"id": 4,
"name": "Item_004",
"priority": "High",
"value": 89
},
{
"category": "Gamma",
"id": 5,
"name": "Item_005",
"priority": "Low",
"value": 53
},
{
"category": "Gamma",
"id": 6,
"name": "Item_006",
"priority": "Low",
"value": 44
},
{
"category": "Alpha",
"id": 7,
"name": "Item_007",
"priority": "Medium",
"value": 45
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"priority": "Low",
"value": 88
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"priority": "High",
"value": 78
},
{
"category": "Alpha",
"id": 10,
"name": "Item_010",
"priority": "Low",
"value": 99
},
{
"category": "Gamma",
"id": 11,
"name": "Item_011",
"priority": "Medium",
"value": 78
},
{
"category": "Beta",
"id": 12,
"name": "Item_012",
"priority": "Low",
"value": 46
},
{
"category": "Delta",
"id": 13,
"name": "Item_013",
"priority": "High",
"value": 7
},
{
"category": "Gamma",
"id": 14,
"name": "Item_014",
"priority": "Medium",
"value": 53
},
{
"category": "Alpha",
"id": 15,
"name": "Item_015",
"priority": "High",
"value": 53
},
{
"category": "Delta",
"id": 16,
"name": "Item_016",
"priority": "High",
"value": 67
},
{
"category": "Alpha",
"id": 17,
"name": "Item_017",
"priority": "Medium",
"value": 40
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"priority": "High",
"value": 12
},
{
"category": "Delta",
"id": 19,
"name": "Item_019",
"priority": "High",
"value": 24
},
{
"category": "Alpha",
"id": 20,
"name": "Item_020",
"priority": "Medium",
"value": 58
},
{
"category": "Alpha",
"id": 21,
"name": "Item_021",
"priority": "Medium",
"value": 54
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"priority": "Low",
"value": 71
},
{
"category": "Gamma",
"id": 23,
"name": "Item_023",
"priority": "High",
"value": 15
},
{
"category": "Gamma",
"id": 24,
"name": "Item_024",
"priority": "Low",
"value": 41
},
{
"category": "Delta",
"id": 25,
"name": "Item_025",
"priority": "High",
"value": 24
}
],
"last_iteration": 0,
"total_processed": 25,
"total_value_sum": 1476.2000000000003
},
"iteration_results": [
{
"iteration": 0,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 0\nFor-Loop: Processing batch 1\nBatch range: items 1 to 5\n__OUTPUTS__ {\"current_batch\": [{\"id\": 1, \"name\": \"Item_001\", \"value\": 20, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 2, \"name\": \"Item_002\", \"value\": 86, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 3, \"name\": \"Item_003\", \"value\": 97, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 4, \"name\": \"Item_004\", \"value\": 89, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 5, \"name\": \"Item_005\", \"value\": 53, \"category\": \"Gamma\", \"priority\": \"Low\"}], \"batch_number\": 1, \"batch_size\": 5, \"start_index\": 0, \"end_index\": 5}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 1,
"batch_size": 5,
"current_batch": [
{
"category": "Alpha",
"id": 1,
"name": "Item_001",
"priority": "High",
"value": 20
},
{
"category": "Gamma",
"id": 2,
"name": "Item_002",
"priority": "Medium",
"value": 86
},
{
"category": "Beta",
"id": 3,
"name": "Item_003",
"priority": "Low",
"value": 97
},
{
"category": "Alpha",
"id": 4,
"name": "Item_004",
"priority": "High",
"value": 89
},
{
"category": "Gamma",
"id": 5,
"name": "Item_005",
"priority": "Low",
"value": 53
}
],
"end_index": 5,
"start_index": 0
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 1\nBatch total value: 379.50\n__OUTPUTS__ {\"processed_items\": [{\"id\": 1, \"name\": \"Item_001\", \"original_value\": 20, \"processed_value\": 22.0, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 1, \"quality_score\": 30}, {\"id\": 2, \"name\": \"Item_002\", \"original_value\": 86, \"processed_value\": 94.60000000000001, \"category\": \"Gamma\", \"priority\": \"Medium\", \"processed_at_batch\": 1, \"quality_score\": 96}, {\"id\": 3, \"name\": \"Item_003\", \"original_value\": 97, \"processed_value\": 106.7, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 100}, {\"id\": 4, \"name\": \"Item_004\", \"original_value\": 89, \"processed_value\": 97.9, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 1, \"quality_score\": 99}, {\"id\": 5, \"name\": \"Item_005\", \"original_value\": 53, \"processed_value\": 58.300000000000004, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 63}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 379.50000000000006, \"average_value\": 75.9, \"category_distribution\": {\"Alpha\": 2, \"Gamma\": 2, \"Beta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 75.9,
"category_distribution": {
"Alpha": 2,
"Beta": 1,
"Gamma": 2
},
"items_processed": 5,
"total_value": 379.50000000000006
},
"processed_items": [
{
"category": "Alpha",
"id": 1,
"name": "Item_001",
"original_value": 20,
"priority": "High",
"processed_at_batch": 1,
"processed_value": 22.0,
"quality_score": 30
},
{
"category": "Gamma",
"id": 2,
"name": "Item_002",
"original_value": 86,
"priority": "Medium",
"processed_at_batch": 1,
"processed_value": 94.60000000000001,
"quality_score": 96
},
{
"category": "Beta",
"id": 3,
"name": "Item_003",
"original_value": 97,
"priority": "Low",
"processed_at_batch": 1,
"processed_value": 106.7,
"quality_score": 100
},
{
"category": "Alpha",
"id": 4,
"name": "Item_004",
"original_value": 89,
"priority": "High",
"processed_at_batch": 1,
"processed_value": 97.9,
"quality_score": 99
},
{
"category": "Gamma",
"id": 5,
"name": "Item_005",
"original_value": 53,
"priority": "Low",
"processed_at_batch": 1,
"processed_value": 58.300000000000004,
"quality_score": 63
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 5 items processed across 1 batches\nRunning average value: 75.90\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 5, \"running_average\": 75.9, \"batch_number\": 1}}\n__STATE_UPDATES__ {\"total_processed\": 5, \"total_value_sum\": 379.50000000000006, \"category_counts\": {\"Alpha\": 2, \"Gamma\": 2, \"Beta\": 1}, \"average_value\": 75.9, \"batches_completed\": 1}\n",
"outputs": {
"batch_progress": {
"batch_number": 1,
"items_this_batch": 5,
"running_average": 75.9,
"total_items_so_far": 5
}
},
"state_updates": {
"average_value": 75.9,
"batches_completed": 1,
"category_counts": {
"Alpha": 2,
"Beta": 1,
"Gamma": 2
},
"total_processed": 5,
"total_value_sum": 379.50000000000006
},
"status": "completed"
}
}
},
{
"iteration": 1,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 1\nFor-Loop: Processing batch 2\nBatch range: items 6 to 10\n__OUTPUTS__ {\"current_batch\": [{\"id\": 6, \"name\": \"Item_006\", \"value\": 44, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 7, \"name\": \"Item_007\", \"value\": 45, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 8, \"name\": \"Item_008\", \"value\": 88, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 9, \"name\": \"Item_009\", \"value\": 78, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 10, \"name\": \"Item_010\", \"value\": 99, \"category\": \"Alpha\", \"priority\": \"Low\"}], \"batch_number\": 2, \"batch_size\": 5, \"start_index\": 5, \"end_index\": 10}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 2,
"batch_size": 5,
"current_batch": [
{
"category": "Gamma",
"id": 6,
"name": "Item_006",
"priority": "Low",
"value": 44
},
{
"category": "Alpha",
"id": 7,
"name": "Item_007",
"priority": "Medium",
"value": 45
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"priority": "Low",
"value": 88
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"priority": "High",
"value": 78
},
{
"category": "Alpha",
"id": 10,
"name": "Item_010",
"priority": "Low",
"value": 99
}
],
"end_index": 10,
"start_index": 5
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 2\nBatch total value: 389.40\n__OUTPUTS__ {\"processed_items\": [{\"id\": 6, \"name\": \"Item_006\", \"original_value\": 44, \"processed_value\": 48.400000000000006, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 2, \"quality_score\": 54}, {\"id\": 7, \"name\": \"Item_007\", \"original_value\": 45, \"processed_value\": 49.50000000000001, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 2, \"quality_score\": 55}, {\"id\": 8, \"name\": \"Item_008\", \"original_value\": 88, \"processed_value\": 96.80000000000001, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 2, \"quality_score\": 98}, {\"id\": 9, \"name\": \"Item_009\", \"original_value\": 78, \"processed_value\": 85.80000000000001, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 2, \"quality_score\": 88}, {\"id\": 10, \"name\": \"Item_010\", \"original_value\": 99, \"processed_value\": 108.9, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 2, \"quality_score\": 100}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 389.4, \"average_value\": 77.88, \"category_distribution\": {\"Gamma\": 1, \"Alpha\": 3, \"Delta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 77.88,
"category_distribution": {
"Alpha": 3,
"Delta": 1,
"Gamma": 1
},
"items_processed": 5,
"total_value": 389.4
},
"processed_items": [
{
"category": "Gamma",
"id": 6,
"name": "Item_006",
"original_value": 44,
"priority": "Low",
"processed_at_batch": 2,
"processed_value": 48.400000000000006,
"quality_score": 54
},
{
"category": "Alpha",
"id": 7,
"name": "Item_007",
"original_value": 45,
"priority": "Medium",
"processed_at_batch": 2,
"processed_value": 49.50000000000001,
"quality_score": 55
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"original_value": 88,
"priority": "Low",
"processed_at_batch": 2,
"processed_value": 96.80000000000001,
"quality_score": 98
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"original_value": 78,
"priority": "High",
"processed_at_batch": 2,
"processed_value": 85.80000000000001,
"quality_score": 88
},
{
"category": "Alpha",
"id": 10,
"name": "Item_010",
"original_value": 99,
"priority": "Low",
"processed_at_batch": 2,
"processed_value": 108.9,
"quality_score": 100
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 10 items processed across 2 batches\nRunning average value: 76.89\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 10, \"running_average\": 76.89000000000001, \"batch_number\": 2}}\n__STATE_UPDATES__ {\"total_processed\": 10, \"total_value_sum\": 768.9000000000001, \"category_counts\": {\"Alpha\": 5, \"Gamma\": 3, \"Beta\": 1, \"Delta\": 1}, \"average_value\": 76.89000000000001, \"batches_completed\": 2}\n",
"outputs": {
"batch_progress": {
"batch_number": 2,
"items_this_batch": 5,
"running_average": 76.89000000000001,
"total_items_so_far": 10
}
},
"state_updates": {
"average_value": 76.89000000000001,
"batches_completed": 2,
"category_counts": {
"Alpha": 5,
"Beta": 1,
"Delta": 1,
"Gamma": 3
},
"total_processed": 10,
"total_value_sum": 768.9000000000001
},
"status": "completed"
}
}
},
{
"iteration": 2,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 2\nFor-Loop: Processing batch 3\nBatch range: items 11 to 15\n__OUTPUTS__ {\"current_batch\": [{\"id\": 11, \"name\": \"Item_011\", \"value\": 78, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 12, \"name\": \"Item_012\", \"value\": 46, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 13, \"name\": \"Item_013\", \"value\": 7, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 14, \"name\": \"Item_014\", \"value\": 53, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 15, \"name\": \"Item_015\", \"value\": 53, \"category\": \"Alpha\", \"priority\": \"High\"}], \"batch_number\": 3, \"batch_size\": 5, \"start_index\": 10, \"end_index\": 15}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 3,
"batch_size": 5,
"current_batch": [
{
"category": "Gamma",
"id": 11,
"name": "Item_011",
"priority": "Medium",
"value": 78
},
{
"category": "Beta",
"id": 12,
"name": "Item_012",
"priority": "Low",
"value": 46
},
{
"category": "Delta",
"id": 13,
"name": "Item_013",
"priority": "High",
"value": 7
},
{
"category": "Gamma",
"id": 14,
"name": "Item_014",
"priority": "Medium",
"value": 53
},
{
"category": "Alpha",
"id": 15,
"name": "Item_015",
"priority": "High",
"value": 53
}
],
"end_index": 15,
"start_index": 10
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 3\nBatch total value: 260.70\n__OUTPUTS__ {\"processed_items\": [{\"id\": 11, \"name\": \"Item_011\", \"original_value\": 78, \"processed_value\": 85.80000000000001, \"category\": \"Gamma\", \"priority\": \"Medium\", \"processed_at_batch\": 3, \"quality_score\": 88}, {\"id\": 12, \"name\": \"Item_012\", \"original_value\": 46, \"processed_value\": 50.6, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 3, \"quality_score\": 56}, {\"id\": 13, \"name\": \"Item_013\", \"original_value\": 7, \"processed_value\": 7.700000000000001, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 3, \"quality_score\": 17}, {\"id\": 14, \"name\": \"Item_014\", \"original_value\": 53, \"processed_value\": 58.300000000000004, \"category\": \"Gamma\", \"priority\": \"Medium\", \"processed_at_batch\": 3, \"quality_score\": 63}, {\"id\": 15, \"name\": \"Item_015\", \"original_value\": 53, \"processed_value\": 58.300000000000004, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 3, \"quality_score\": 63}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 260.7, \"average_value\": 52.14, \"category_distribution\": {\"Gamma\": 2, \"Beta\": 1, \"Delta\": 1, \"Alpha\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 52.14,
"category_distribution": {
"Alpha": 1,
"Beta": 1,
"Delta": 1,
"Gamma": 2
},
"items_processed": 5,
"total_value": 260.7
},
"processed_items": [
{
"category": "Gamma",
"id": 11,
"name": "Item_011",
"original_value": 78,
"priority": "Medium",
"processed_at_batch": 3,
"processed_value": 85.80000000000001,
"quality_score": 88
},
{
"category": "Beta",
"id": 12,
"name": "Item_012",
"original_value": 46,
"priority": "Low",
"processed_at_batch": 3,
"processed_value": 50.6,
"quality_score": 56
},
{
"category": "Delta",
"id": 13,
"name": "Item_013",
"original_value": 7,
"priority": "High",
"processed_at_batch": 3,
"processed_value": 7.700000000000001,
"quality_score": 17
},
{
"category": "Gamma",
"id": 14,
"name": "Item_014",
"original_value": 53,
"priority": "Medium",
"processed_at_batch": 3,
"processed_value": 58.300000000000004,
"quality_score": 63
},
{
"category": "Alpha",
"id": 15,
"name": "Item_015",
"original_value": 53,
"priority": "High",
"processed_at_batch": 3,
"processed_value": 58.300000000000004,
"quality_score": 63
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 15 items processed across 3 batches\nRunning average value: 68.64\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 15, \"running_average\": 68.64000000000001, \"batch_number\": 3}}\n__STATE_UPDATES__ {\"total_processed\": 15, \"total_value_sum\": 1029.6000000000001, \"category_counts\": {\"Alpha\": 6, \"Gamma\": 5, \"Beta\": 2, \"Delta\": 2}, \"average_value\": 68.64000000000001, \"batches_completed\": 3}\n",
"outputs": {
"batch_progress": {
"batch_number": 3,
"items_this_batch": 5,
"running_average": 68.64000000000001,
"total_items_so_far": 15
}
},
"state_updates": {
"average_value": 68.64000000000001,
"batches_completed": 3,
"category_counts": {
"Alpha": 6,
"Beta": 2,
"Delta": 2,
"Gamma": 5
},
"total_processed": 15,
"total_value_sum": 1029.6000000000001
},
"status": "completed"
}
}
},
{
"iteration": 3,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 3\nFor-Loop: Processing batch 4\nBatch range: items 16 to 20\n__OUTPUTS__ {\"current_batch\": [{\"id\": 16, \"name\": \"Item_016\", \"value\": 67, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 17, \"name\": \"Item_017\", \"value\": 40, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 18, \"name\": \"Item_018\", \"value\": 12, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 19, \"name\": \"Item_019\", \"value\": 24, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 20, \"name\": \"Item_020\", \"value\": 58, \"category\": \"Alpha\", \"priority\": \"Medium\"}], \"batch_number\": 4, \"batch_size\": 5, \"start_index\": 15, \"end_index\": 20}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 4,
"batch_size": 5,
"current_batch": [
{
"category": "Delta",
"id": 16,
"name": "Item_016",
"priority": "High",
"value": 67
},
{
"category": "Alpha",
"id": 17,
"name": "Item_017",
"priority": "Medium",
"value": 40
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"priority": "High",
"value": 12
},
{
"category": "Delta",
"id": 19,
"name": "Item_019",
"priority": "High",
"value": 24
},
{
"category": "Alpha",
"id": 20,
"name": "Item_020",
"priority": "Medium",
"value": 58
}
],
"end_index": 20,
"start_index": 15
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 4\nBatch total value: 221.10\n__OUTPUTS__ {\"processed_items\": [{\"id\": 16, \"name\": \"Item_016\", \"original_value\": 67, \"processed_value\": 73.7, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 77}, {\"id\": 17, \"name\": \"Item_017\", \"original_value\": 40, \"processed_value\": 44.0, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 4, \"quality_score\": 50}, {\"id\": 18, \"name\": \"Item_018\", \"original_value\": 12, \"processed_value\": 13.200000000000001, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 22}, {\"id\": 19, \"name\": \"Item_019\", \"original_value\": 24, \"processed_value\": 26.400000000000002, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 34}, {\"id\": 20, \"name\": \"Item_020\", \"original_value\": 58, \"processed_value\": 63.800000000000004, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 4, \"quality_score\": 68}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 221.10000000000002, \"average_value\": 44.220000000000006, \"category_distribution\": {\"Delta\": 2, \"Alpha\": 3}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 44.220000000000006,
"category_distribution": {
"Alpha": 3,
"Delta": 2
},
"items_processed": 5,
"total_value": 221.10000000000002
},
"processed_items": [
{
"category": "Delta",
"id": 16,
"name": "Item_016",
"original_value": 67,
"priority": "High",
"processed_at_batch": 4,
"processed_value": 73.7,
"quality_score": 77
},
{
"category": "Alpha",
"id": 17,
"name": "Item_017",
"original_value": 40,
"priority": "Medium",
"processed_at_batch": 4,
"processed_value": 44.0,
"quality_score": 50
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"original_value": 12,
"priority": "High",
"processed_at_batch": 4,
"processed_value": 13.200000000000001,
"quality_score": 22
},
{
"category": "Delta",
"id": 19,
"name": "Item_019",
"original_value": 24,
"priority": "High",
"processed_at_batch": 4,
"processed_value": 26.400000000000002,
"quality_score": 34
},
{
"category": "Alpha",
"id": 20,
"name": "Item_020",
"original_value": 58,
"priority": "Medium",
"processed_at_batch": 4,
"processed_value": 63.800000000000004,
"quality_score": 68
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 20 items processed across 4 batches\nRunning average value: 62.54\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 20, \"running_average\": 62.53500000000001, \"batch_number\": 4}}\n__STATE_UPDATES__ {\"total_processed\": 20, \"total_value_sum\": 1250.7000000000003, \"category_counts\": {\"Alpha\": 9, \"Gamma\": 5, \"Beta\": 2, \"Delta\": 4}, \"average_value\": 62.53500000000001, \"batches_completed\": 4}\n",
"outputs": {
"batch_progress": {
"batch_number": 4,
"items_this_batch": 5,
"running_average": 62.53500000000001,
"total_items_so_far": 20
}
},
"state_updates": {
"average_value": 62.53500000000001,
"batches_completed": 4,
"category_counts": {
"Alpha": 9,
"Beta": 2,
"Delta": 4,
"Gamma": 5
},
"total_processed": 20,
"total_value_sum": 1250.7000000000003
},
"status": "completed"
}
}
},
{
"iteration": 4,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 4\nFor-Loop: Processing batch 5\nBatch range: items 21 to 25\n__OUTPUTS__ {\"current_batch\": [{\"id\": 21, \"name\": \"Item_021\", \"value\": 54, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 22, \"name\": \"Item_022\", \"value\": 71, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 23, \"name\": \"Item_023\", \"value\": 15, \"category\": \"Gamma\", \"priority\": \"High\"}, {\"id\": 24, \"name\": \"Item_024\", \"value\": 41, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 25, \"name\": \"Item_025\", \"value\": 24, \"category\": \"Delta\", \"priority\": \"High\"}], \"batch_number\": 5, \"batch_size\": 5, \"start_index\": 20, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 5,
"batch_size": 5,
"current_batch": [
{
"category": "Alpha",
"id": 21,
"name": "Item_021",
"priority": "Medium",
"value": 54
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"priority": "Low",
"value": 71
},
{
"category": "Gamma",
"id": 23,
"name": "Item_023",
"priority": "High",
"value": 15
},
{
"category": "Gamma",
"id": 24,
"name": "Item_024",
"priority": "Low",
"value": 41
},
{
"category": "Delta",
"id": 25,
"name": "Item_025",
"priority": "High",
"value": 24
}
],
"end_index": 25,
"start_index": 20
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 5\nBatch total value: 225.50\n__OUTPUTS__ {\"processed_items\": [{\"id\": 21, \"name\": \"Item_021\", \"original_value\": 54, \"processed_value\": 59.400000000000006, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 5, \"quality_score\": 64}, {\"id\": 22, \"name\": \"Item_022\", \"original_value\": 71, \"processed_value\": 78.10000000000001, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 5, \"quality_score\": 81}, {\"id\": 23, \"name\": \"Item_023\", \"original_value\": 15, \"processed_value\": 16.5, \"category\": \"Gamma\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 25}, {\"id\": 24, \"name\": \"Item_024\", \"original_value\": 41, \"processed_value\": 45.1, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 5, \"quality_score\": 51}, {\"id\": 25, \"name\": \"Item_025\", \"original_value\": 24, \"processed_value\": 26.400000000000002, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 34}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 225.5, \"average_value\": 45.1, \"category_distribution\": {\"Alpha\": 1, \"Beta\": 1, \"Gamma\": 2, \"Delta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 45.1,
"category_distribution": {
"Alpha": 1,
"Beta": 1,
"Delta": 1,
"Gamma": 2
},
"items_processed": 5,
"total_value": 225.5
},
"processed_items": [
{
"category": "Alpha",
"id": 21,
"name": "Item_021",
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"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 8\nFor-Loop: Processing batch 9\nBatch range: items 41 to 25\n__OUTPUTS__ {\"current_batch\": [], \"batch_number\": 9, \"batch_size\": 0, \"start_index\": 40, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
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"output": "For-Loop Progress: 25 items processed across 9 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 9}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 9}\n",
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"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 0\nFor-Loop: Processing batch 1\nBatch range: items 1 to 5\n__OUTPUTS__ {\"current_batch\": [{\"id\": 1, \"name\": \"Item_001\", \"value\": 20, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 2, \"name\": \"Item_002\", \"value\": 86, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 3, \"name\": \"Item_003\", \"value\": 97, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 4, \"name\": \"Item_004\", \"value\": 89, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 5, \"name\": \"Item_005\", \"value\": 53, \"category\": \"Gamma\", \"priority\": \"Low\"}], \"batch_number\": 1, \"batch_size\": 5, \"start_index\": 0, \"end_index\": 5}\n__STATE_UPDATES__ {}\n",
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"output": "Processed 5 items in batch 1\nBatch total value: 379.50\n__OUTPUTS__ {\"processed_items\": [{\"id\": 1, \"name\": \"Item_001\", \"original_value\": 20, \"processed_value\": 22.0, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 1, \"quality_score\": 30}, {\"id\": 2, \"name\": \"Item_002\", \"original_value\": 86, \"processed_value\": 94.60000000000001, \"category\": \"Gamma\", \"priority\": \"Medium\", \"processed_at_batch\": 1, \"quality_score\": 96}, {\"id\": 3, \"name\": \"Item_003\", \"original_value\": 97, \"processed_value\": 106.7, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 100}, {\"id\": 4, \"name\": \"Item_004\", \"original_value\": 89, \"processed_value\": 97.9, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 1, \"quality_score\": 99}, {\"id\": 5, \"name\": \"Item_005\", \"original_value\": 53, \"processed_value\": 58.300000000000004, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 63}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 379.50000000000006, \"average_value\": 75.9, \"category_distribution\": {\"Alpha\": 2, \"Gamma\": 2, \"Beta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
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{
"category": "Alpha",
"id": 1,
"name": "Item_001",
"original_value": 20,
"priority": "High",
"processed_at_batch": 1,
"processed_value": 22.0,
"quality_score": 30
},
{
"category": "Gamma",
"id": 2,
"name": "Item_002",
"original_value": 86,
"priority": "Medium",
"processed_at_batch": 1,
"processed_value": 94.60000000000001,
"quality_score": 96
},
{
"category": "Beta",
"id": 3,
"name": "Item_003",
"original_value": 97,
"priority": "Low",
"processed_at_batch": 1,
"processed_value": 106.7,
"quality_score": 100
},
{
"category": "Alpha",
"id": 4,
"name": "Item_004",
"original_value": 89,
"priority": "High",
"processed_at_batch": 1,
"processed_value": 97.9,
"quality_score": 99
},
{
"category": "Gamma",
"id": 5,
"name": "Item_005",
"original_value": 53,
"priority": "Low",
"processed_at_batch": 1,
"processed_value": 58.300000000000004,
"quality_score": 63
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 5 items processed across 1 batches\nRunning average value: 75.90\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 5, \"running_average\": 75.9, \"batch_number\": 1}}\n__STATE_UPDATES__ {\"total_processed\": 5, \"total_value_sum\": 379.50000000000006, \"category_counts\": {\"Alpha\": 2, \"Gamma\": 2, \"Beta\": 1}, \"average_value\": 75.9, \"batches_completed\": 1}\n",
"outputs": {
"batch_progress": {
"batch_number": 1,
"items_this_batch": 5,
"running_average": 75.9,
"total_items_so_far": 5
}
},
"state_updates": {
"average_value": 75.9,
"batches_completed": 1,
"category_counts": {
"Alpha": 2,
"Beta": 1,
"Gamma": 2
},
"total_processed": 5,
"total_value_sum": 379.50000000000006
},
"status": "completed"
}
}
},
{
"iteration": 1,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 1\nFor-Loop: Processing batch 2\nBatch range: items 6 to 10\n__OUTPUTS__ {\"current_batch\": [{\"id\": 6, \"name\": \"Item_006\", \"value\": 44, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 7, \"name\": \"Item_007\", \"value\": 45, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 8, \"name\": \"Item_008\", \"value\": 88, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 9, \"name\": \"Item_009\", \"value\": 78, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 10, \"name\": \"Item_010\", \"value\": 99, \"category\": \"Alpha\", \"priority\": \"Low\"}], \"batch_number\": 2, \"batch_size\": 5, \"start_index\": 5, \"end_index\": 10}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 2,
"batch_size": 5,
"current_batch": [
{
"category": "Gamma",
"id": 6,
"name": "Item_006",
"priority": "Low",
"value": 44
},
{
"category": "Alpha",
"id": 7,
"name": "Item_007",
"priority": "Medium",
"value": 45
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"priority": "Low",
"value": 88
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"priority": "High",
"value": 78
},
{
"category": "Alpha",
"id": 10,
"name": "Item_010",
"priority": "Low",
"value": 99
}
],
"end_index": 10,
"start_index": 5
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 2\nBatch total value: 389.40\n__OUTPUTS__ {\"processed_items\": [{\"id\": 6, \"name\": \"Item_006\", \"original_value\": 44, \"processed_value\": 48.400000000000006, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 2, \"quality_score\": 54}, {\"id\": 7, \"name\": \"Item_007\", \"original_value\": 45, \"processed_value\": 49.50000000000001, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 2, \"quality_score\": 55}, {\"id\": 8, \"name\": \"Item_008\", \"original_value\": 88, \"processed_value\": 96.80000000000001, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 2, \"quality_score\": 98}, {\"id\": 9, \"name\": \"Item_009\", \"original_value\": 78, \"processed_value\": 85.80000000000001, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 2, \"quality_score\": 88}, {\"id\": 10, \"name\": \"Item_010\", \"original_value\": 99, \"processed_value\": 108.9, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 2, \"quality_score\": 100}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 389.4, \"average_value\": 77.88, \"category_distribution\": {\"Gamma\": 1, \"Alpha\": 3, \"Delta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 77.88,
"category_distribution": {
"Alpha": 3,
"Delta": 1,
"Gamma": 1
},
"items_processed": 5,
"total_value": 389.4
},
"processed_items": [
{
"category": "Gamma",
"id": 6,
"name": "Item_006",
"original_value": 44,
"priority": "Low",
"processed_at_batch": 2,
"processed_value": 48.400000000000006,
"quality_score": 54
},
{
"category": "Alpha",
"id": 7,
"name": "Item_007",
"original_value": 45,
"priority": "Medium",
"processed_at_batch": 2,
"processed_value": 49.50000000000001,
"quality_score": 55
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"original_value": 88,
"priority": "Low",
"processed_at_batch": 2,
"processed_value": 96.80000000000001,
"quality_score": 98
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"original_value": 78,
"priority": "High",
"processed_at_batch": 2,
"processed_value": 85.80000000000001,
"quality_score": 88
},
{
"category": "Alpha",
"id": 10,
"name": "Item_010",
"original_value": 99,
"priority": "Low",
"processed_at_batch": 2,
"processed_value": 108.9,
"quality_score": 100
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 10 items processed across 2 batches\nRunning average value: 76.89\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 10, \"running_average\": 76.89000000000001, \"batch_number\": 2}}\n__STATE_UPDATES__ {\"total_processed\": 10, \"total_value_sum\": 768.9000000000001, \"category_counts\": {\"Alpha\": 5, \"Gamma\": 3, \"Beta\": 1, \"Delta\": 1}, \"average_value\": 76.89000000000001, \"batches_completed\": 2}\n",
"outputs": {
"batch_progress": {
"batch_number": 2,
"items_this_batch": 5,
"running_average": 76.89000000000001,
"total_items_so_far": 10
}
},
"state_updates": {
"average_value": 76.89000000000001,
"batches_completed": 2,
"category_counts": {
"Alpha": 5,
"Beta": 1,
"Delta": 1,
"Gamma": 3
},
"total_processed": 10,
"total_value_sum": 768.9000000000001
},
"status": "completed"
}
}
},
{
"iteration": 2,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 2\nFor-Loop: Processing batch 3\nBatch range: items 11 to 15\n__OUTPUTS__ {\"current_batch\": [{\"id\": 11, \"name\": \"Item_011\", \"value\": 78, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 12, \"name\": \"Item_012\", \"value\": 46, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 13, \"name\": \"Item_013\", \"value\": 7, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 14, \"name\": \"Item_014\", \"value\": 53, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 15, \"name\": \"Item_015\", \"value\": 53, \"category\": \"Alpha\", \"priority\": \"High\"}], \"batch_number\": 3, \"batch_size\": 5, \"start_index\": 10, \"end_index\": 15}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 3,
"batch_size": 5,
"current_batch": [
{
"category": "Gamma",
"id": 11,
"name": "Item_011",
"priority": "Medium",
"value": 78
},
{
"category": "Beta",
"id": 12,
"name": "Item_012",
"priority": "Low",
"value": 46
},
{
"category": "Delta",
"id": 13,
"name": "Item_013",
"priority": "High",
"value": 7
},
{
"category": "Gamma",
"id": 14,
"name": "Item_014",
"priority": "Medium",
"value": 53
},
{
"category": "Alpha",
"id": 15,
"name": "Item_015",
"priority": "High",
"value": 53
}
],
"end_index": 15,
"start_index": 10
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 3\nBatch total value: 260.70\n__OUTPUTS__ {\"processed_items\": [{\"id\": 11, \"name\": \"Item_011\", \"original_value\": 78, \"processed_value\": 85.80000000000001, \"category\": \"Gamma\", \"priority\": \"Medium\", \"processed_at_batch\": 3, \"quality_score\": 88}, {\"id\": 12, \"name\": \"Item_012\", \"original_value\": 46, \"processed_value\": 50.6, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 3, \"quality_score\": 56}, {\"id\": 13, \"name\": \"Item_013\", \"original_value\": 7, \"processed_value\": 7.700000000000001, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 3, \"quality_score\": 17}, {\"id\": 14, \"name\": \"Item_014\", \"original_value\": 53, \"processed_value\": 58.300000000000004, \"category\": \"Gamma\", \"priority\": \"Medium\", \"processed_at_batch\": 3, \"quality_score\": 63}, {\"id\": 15, \"name\": \"Item_015\", \"original_value\": 53, \"processed_value\": 58.300000000000004, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 3, \"quality_score\": 63}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 260.7, \"average_value\": 52.14, \"category_distribution\": {\"Gamma\": 2, \"Beta\": 1, \"Delta\": 1, \"Alpha\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 52.14,
"category_distribution": {
"Alpha": 1,
"Beta": 1,
"Delta": 1,
"Gamma": 2
},
"items_processed": 5,
"total_value": 260.7
},
"processed_items": [
{
"category": "Gamma",
"id": 11,
"name": "Item_011",
"original_value": 78,
"priority": "Medium",
"processed_at_batch": 3,
"processed_value": 85.80000000000001,
"quality_score": 88
},
{
"category": "Beta",
"id": 12,
"name": "Item_012",
"original_value": 46,
"priority": "Low",
"processed_at_batch": 3,
"processed_value": 50.6,
"quality_score": 56
},
{
"category": "Delta",
"id": 13,
"name": "Item_013",
"original_value": 7,
"priority": "High",
"processed_at_batch": 3,
"processed_value": 7.700000000000001,
"quality_score": 17
},
{
"category": "Gamma",
"id": 14,
"name": "Item_014",
"original_value": 53,
"priority": "Medium",
"processed_at_batch": 3,
"processed_value": 58.300000000000004,
"quality_score": 63
},
{
"category": "Alpha",
"id": 15,
"name": "Item_015",
"original_value": 53,
"priority": "High",
"processed_at_batch": 3,
"processed_value": 58.300000000000004,
"quality_score": 63
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 15 items processed across 3 batches\nRunning average value: 68.64\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 15, \"running_average\": 68.64000000000001, \"batch_number\": 3}}\n__STATE_UPDATES__ {\"total_processed\": 15, \"total_value_sum\": 1029.6000000000001, \"category_counts\": {\"Alpha\": 6, \"Gamma\": 5, \"Beta\": 2, \"Delta\": 2}, \"average_value\": 68.64000000000001, \"batches_completed\": 3}\n",
"outputs": {
"batch_progress": {
"batch_number": 3,
"items_this_batch": 5,
"running_average": 68.64000000000001,
"total_items_so_far": 15
}
},
"state_updates": {
"average_value": 68.64000000000001,
"batches_completed": 3,
"category_counts": {
"Alpha": 6,
"Beta": 2,
"Delta": 2,
"Gamma": 5
},
"total_processed": 15,
"total_value_sum": 1029.6000000000001
},
"status": "completed"
}
}
},
{
"iteration": 3,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 3\nFor-Loop: Processing batch 4\nBatch range: items 16 to 20\n__OUTPUTS__ {\"current_batch\": [{\"id\": 16, \"name\": \"Item_016\", \"value\": 67, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 17, \"name\": \"Item_017\", \"value\": 40, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 18, \"name\": \"Item_018\", \"value\": 12, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 19, \"name\": \"Item_019\", \"value\": 24, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 20, \"name\": \"Item_020\", \"value\": 58, \"category\": \"Alpha\", \"priority\": \"Medium\"}], \"batch_number\": 4, \"batch_size\": 5, \"start_index\": 15, \"end_index\": 20}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 4,
"batch_size": 5,
"current_batch": [
{
"category": "Delta",
"id": 16,
"name": "Item_016",
"priority": "High",
"value": 67
},
{
"category": "Alpha",
"id": 17,
"name": "Item_017",
"priority": "Medium",
"value": 40
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"priority": "High",
"value": 12
},
{
"category": "Delta",
"id": 19,
"name": "Item_019",
"priority": "High",
"value": 24
},
{
"category": "Alpha",
"id": 20,
"name": "Item_020",
"priority": "Medium",
"value": 58
}
],
"end_index": 20,
"start_index": 15
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 4\nBatch total value: 221.10\n__OUTPUTS__ {\"processed_items\": [{\"id\": 16, \"name\": \"Item_016\", \"original_value\": 67, \"processed_value\": 73.7, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 77}, {\"id\": 17, \"name\": \"Item_017\", \"original_value\": 40, \"processed_value\": 44.0, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 4, \"quality_score\": 50}, {\"id\": 18, \"name\": \"Item_018\", \"original_value\": 12, \"processed_value\": 13.200000000000001, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 22}, {\"id\": 19, \"name\": \"Item_019\", \"original_value\": 24, \"processed_value\": 26.400000000000002, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 34}, {\"id\": 20, \"name\": \"Item_020\", \"original_value\": 58, \"processed_value\": 63.800000000000004, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 4, \"quality_score\": 68}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 221.10000000000002, \"average_value\": 44.220000000000006, \"category_distribution\": {\"Delta\": 2, \"Alpha\": 3}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 44.220000000000006,
"category_distribution": {
"Alpha": 3,
"Delta": 2
},
"items_processed": 5,
"total_value": 221.10000000000002
},
"processed_items": [
{
"category": "Delta",
"id": 16,
"name": "Item_016",
"original_value": 67,
"priority": "High",
"processed_at_batch": 4,
"processed_value": 73.7,
"quality_score": 77
},
{
"category": "Alpha",
"id": 17,
"name": "Item_017",
"original_value": 40,
"priority": "Medium",
"processed_at_batch": 4,
"processed_value": 44.0,
"quality_score": 50
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"original_value": 12,
"priority": "High",
"processed_at_batch": 4,
"processed_value": 13.200000000000001,
"quality_score": 22
},
{
"category": "Delta",
"id": 19,
"name": "Item_019",
"original_value": 24,
"priority": "High",
"processed_at_batch": 4,
"processed_value": 26.400000000000002,
"quality_score": 34
},
{
"category": "Alpha",
"id": 20,
"name": "Item_020",
"original_value": 58,
"priority": "Medium",
"processed_at_batch": 4,
"processed_value": 63.800000000000004,
"quality_score": 68
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 20 items processed across 4 batches\nRunning average value: 62.54\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 20, \"running_average\": 62.53500000000001, \"batch_number\": 4}}\n__STATE_UPDATES__ {\"total_processed\": 20, \"total_value_sum\": 1250.7000000000003, \"category_counts\": {\"Alpha\": 9, \"Gamma\": 5, \"Beta\": 2, \"Delta\": 4}, \"average_value\": 62.53500000000001, \"batches_completed\": 4}\n",
"outputs": {
"batch_progress": {
"batch_number": 4,
"items_this_batch": 5,
"running_average": 62.53500000000001,
"total_items_so_far": 20
}
},
"state_updates": {
"average_value": 62.53500000000001,
"batches_completed": 4,
"category_counts": {
"Alpha": 9,
"Beta": 2,
"Delta": 4,
"Gamma": 5
},
"total_processed": 20,
"total_value_sum": 1250.7000000000003
},
"status": "completed"
}
}
},
{
"iteration": 4,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 4\nFor-Loop: Processing batch 5\nBatch range: items 21 to 25\n__OUTPUTS__ {\"current_batch\": [{\"id\": 21, \"name\": \"Item_021\", \"value\": 54, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 22, \"name\": \"Item_022\", \"value\": 71, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 23, \"name\": \"Item_023\", \"value\": 15, \"category\": \"Gamma\", \"priority\": \"High\"}, {\"id\": 24, \"name\": \"Item_024\", \"value\": 41, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 25, \"name\": \"Item_025\", \"value\": 24, \"category\": \"Delta\", \"priority\": \"High\"}], \"batch_number\": 5, \"batch_size\": 5, \"start_index\": 20, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 5,
"batch_size": 5,
"current_batch": [
{
"category": "Alpha",
"id": 21,
"name": "Item_021",
"priority": "Medium",
"value": 54
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"priority": "Low",
"value": 71
},
{
"category": "Gamma",
"id": 23,
"name": "Item_023",
"priority": "High",
"value": 15
},
{
"category": "Gamma",
"id": 24,
"name": "Item_024",
"priority": "Low",
"value": 41
},
{
"category": "Delta",
"id": 25,
"name": "Item_025",
"priority": "High",
"value": 24
}
],
"end_index": 25,
"start_index": 20
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 5\nBatch total value: 225.50\n__OUTPUTS__ {\"processed_items\": [{\"id\": 21, \"name\": \"Item_021\", \"original_value\": 54, \"processed_value\": 59.400000000000006, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 5, \"quality_score\": 64}, {\"id\": 22, \"name\": \"Item_022\", \"original_value\": 71, \"processed_value\": 78.10000000000001, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 5, \"quality_score\": 81}, {\"id\": 23, \"name\": \"Item_023\", \"original_value\": 15, \"processed_value\": 16.5, \"category\": \"Gamma\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 25}, {\"id\": 24, \"name\": \"Item_024\", \"original_value\": 41, \"processed_value\": 45.1, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 5, \"quality_score\": 51}, {\"id\": 25, \"name\": \"Item_025\", \"original_value\": 24, \"processed_value\": 26.400000000000002, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 34}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 225.5, \"average_value\": 45.1, \"category_distribution\": {\"Alpha\": 1, \"Beta\": 1, \"Gamma\": 2, \"Delta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 45.1,
"category_distribution": {
"Alpha": 1,
"Beta": 1,
"Delta": 1,
"Gamma": 2
},
"items_processed": 5,
"total_value": 225.5
},
"processed_items": [
{
"category": "Alpha",
"id": 21,
"name": "Item_021",
"original_value": 54,
"priority": "Medium",
"processed_at_batch": 5,
"processed_value": 59.400000000000006,
"quality_score": 64
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"original_value": 71,
"priority": "Low",
"processed_at_batch": 5,
"processed_value": 78.10000000000001,
"quality_score": 81
},
{
"category": "Gamma",
"id": 23,
"name": "Item_023",
"original_value": 15,
"priority": "High",
"processed_at_batch": 5,
"processed_value": 16.5,
"quality_score": 25
},
{
"category": "Gamma",
"id": 24,
"name": "Item_024",
"original_value": 41,
"priority": "Low",
"processed_at_batch": 5,
"processed_value": 45.1,
"quality_score": 51
},
{
"category": "Delta",
"id": 25,
"name": "Item_025",
"original_value": 24,
"priority": "High",
"processed_at_batch": 5,
"processed_value": 26.400000000000002,
"quality_score": 34
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 5 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 5}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 5}\n",
"outputs": {
"batch_progress": {
"batch_number": 5,
"items_this_batch": 5,
"running_average": 59.04800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 59.04800000000001,
"batches_completed": 5,
"category_counts": {
"Alpha": 10,
"Beta": 3,
"Delta": 5,
"Gamma": 7
},
"total_processed": 25,
"total_value_sum": 1476.2000000000003
},
"status": "completed"
}
}
},
{
"iteration": 5,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 5\nFor-Loop: Processing batch 6\nBatch range: items 26 to 25\n__OUTPUTS__ {\"current_batch\": [], \"batch_number\": 6, \"batch_size\": 0, \"start_index\": 25, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 6,
"batch_size": 0,
"current_batch": [],
"end_index": 25,
"start_index": 25
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 0 items in batch 6\nBatch total value: 0.00\n__OUTPUTS__ {\"processed_items\": [], \"batch_stats\": {\"items_processed\": 0, \"total_value\": 0, \"average_value\": 0, \"category_distribution\": {}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 0,
"category_distribution": {},
"items_processed": 0,
"total_value": 0
},
"processed_items": []
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 6 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 6}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 6}\n",
"outputs": {
"batch_progress": {
"batch_number": 6,
"items_this_batch": 0,
"running_average": 59.04800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 59.04800000000001,
"batches_completed": 6,
"category_counts": {
"Alpha": 10,
"Beta": 3,
"Delta": 5,
"Gamma": 7
},
"total_processed": 25,
"total_value_sum": 1476.2000000000003
},
"status": "completed"
}
}
},
{
"iteration": 6,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 6\nFor-Loop: Processing batch 7\nBatch range: items 31 to 25\n__OUTPUTS__ {\"current_batch\": [], \"batch_number\": 7, \"batch_size\": 0, \"start_index\": 30, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 7,
"batch_size": 0,
"current_batch": [],
"end_index": 25,
"start_index": 30
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 0 items in batch 7\nBatch total value: 0.00\n__OUTPUTS__ {\"processed_items\": [], \"batch_stats\": {\"items_processed\": 0, \"total_value\": 0, \"average_value\": 0, \"category_distribution\": {}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 0,
"category_distribution": {},
"items_processed": 0,
"total_value": 0
},
"processed_items": []
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 7 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 7}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 7}\n",
"outputs": {
"batch_progress": {
"batch_number": 7,
"items_this_batch": 0,
"running_average": 59.04800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 59.04800000000001,
"batches_completed": 7,
"category_counts": {
"Alpha": 10,
"Beta": 3,
"Delta": 5,
"Gamma": 7
},
"total_processed": 25,
"total_value_sum": 1476.2000000000003
},
"status": "completed"
}
}
},
{
"iteration": 7,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 7\nFor-Loop: Processing batch 8\nBatch range: items 36 to 25\n__OUTPUTS__ {\"current_batch\": [], \"batch_number\": 8, \"batch_size\": 0, \"start_index\": 35, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 8,
"batch_size": 0,
"current_batch": [],
"end_index": 25,
"start_index": 35
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 0 items in batch 8\nBatch total value: 0.00\n__OUTPUTS__ {\"processed_items\": [], \"batch_stats\": {\"items_processed\": 0, \"total_value\": 0, \"average_value\": 0, \"category_distribution\": {}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 0,
"category_distribution": {},
"items_processed": 0,
"total_value": 0
},
"processed_items": []
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 8 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 8}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 8}\n",
"outputs": {
"batch_progress": {
"batch_number": 8,
"items_this_batch": 0,
"running_average": 59.04800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 59.04800000000001,
"batches_completed": 8,
"category_counts": {
"Alpha": 10,
"Beta": 3,
"Delta": 5,
"Gamma": 7
},
"total_processed": 25,
"total_value_sum": 1476.2000000000003
},
"status": "completed"
}
}
},
{
"iteration": 8,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 8\nFor-Loop: Processing batch 9\nBatch range: items 41 to 25\n__OUTPUTS__ {\"current_batch\": [], \"batch_number\": 9, \"batch_size\": 0, \"start_index\": 40, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 9,
"batch_size": 0,
"current_batch": [],
"end_index": 25,
"start_index": 40
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 0 items in batch 9\nBatch total value: 0.00\n__OUTPUTS__ {\"processed_items\": [], \"batch_stats\": {\"items_processed\": 0, \"total_value\": 0, \"average_value\": 0, \"category_distribution\": {}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 0,
"category_distribution": {},
"items_processed": 0,
"total_value": 0
},
"processed_items": []
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 9 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 9}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 9}\n",
"outputs": {
"batch_progress": {
"batch_number": 9,
"items_this_batch": 0,
"running_average": 59.04800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 59.04800000000001,
"batches_completed": 9,
"category_counts": {
"Alpha": 10,
"Beta": 3,
"Delta": 5,
"Gamma": 7
},
"total_processed": 25,
"total_value_sum": 1476.2000000000003
},
"status": "completed"
}
}
},
{
"iteration": 9,
"tasks": {
"extract_for_batch": {
"output": "DEBUG: dataset length: 25\nDEBUG: batch_size: 5\nDEBUG: batch_index: 9\nFor-Loop: Processing batch 10\nBatch range: items 46 to 25\n__OUTPUTS__ {\"current_batch\": [], \"batch_number\": 10, \"batch_size\": 0, \"start_index\": 45, \"end_index\": 25}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_number": 10,
"batch_size": 0,
"current_batch": [],
"end_index": 25,
"start_index": 45
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 0 items in batch 10\nBatch total value: 0.00\n__OUTPUTS__ {\"processed_items\": [], \"batch_stats\": {\"items_processed\": 0, \"total_value\": 0, \"average_value\": 0, \"category_distribution\": {}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 0,
"category_distribution": {},
"items_processed": 0,
"total_value": 0
},
"processed_items": []
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 10 batches\nRunning average value: 59.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 59.04800000000001, \"batch_number\": 10}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1476.2000000000003, \"category_counts\": {\"Alpha\": 10, \"Gamma\": 7, \"Beta\": 3, \"Delta\": 5}, \"average_value\": 59.04800000000001, \"batches_completed\": 10}\n",
"outputs": {
"batch_progress": {
"batch_number": 10,
"items_this_batch": 0,
"running_average": 59.04800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 59.04800000000001,
"batches_completed": 10,
"category_counts": {
"Alpha": 10,
"Beta": 3,
"Delta": 5,
"Gamma": 7
},
"total_processed": 25,
"total_value_sum": 1476.2000000000003
},
"status": "completed"
}
}
}
],
"iterations_completed": 10
},
"output": "Loop completed after 10 iterations",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "for_loop_processor"
},
"generate_comparison_report": {
"comparison": {
"for_loop_predictability": "High - Fixed number of iterations",
"for_loop_use_case": "Best for processing fixed datasets with known size",
"recommendation": "Use for-loop for batch processing, while-loop for quality-driven iterative processing",
"while_loop_adaptability": "High - Continues until conditions satisfied",
"while_loop_use_case": "Best for iterative improvement until quality criteria met"
},
"execution_details": {
"actual_result": {
"output": "=== LOOP COMPARISON REPORT ===\nFor-Loop: Processed 25 items in 10 fixed batches\nWhile-Loop: Achieved 72.0% completion with 82.5 average score\nThreshold target: 80 (Achieved: True)\n\nFOR-LOOP SUMMARY:\n - Processed all 25 items systematically\n - Generated total value of 1476.20\n - Average value per item: 59.05\n\nWHILE-LOOP SUMMARY:\n - Completed 18 items to quality standard\n - 7 items still pending improvement\n - Average quality score: 82.5/80\n - 3 items need additional reprocessing\n - Completed in 8 iterations\n__OUTPUTS__ {\"execution_summary\": {\"total_items_generated\": 25, \"batch_size_used\": 5, \"quality_threshold\": 80}, \"for_loop_results\": {\"type\": \"Fixed iteration processing\", \"total_processed\": 25, \"batches_completed\": 10, \"total_value_generated\": 1476.2000000000003, \"average_value\": 59.04800000000001, \"category_distribution\": {\"Beta\": 3, \"Alpha\": 10, \"Delta\": 5, \"Gamma\": 7}, \"processing_efficiency\": \"100% - All items processed in predetermined batches\"}, \"while_loop_results\": {\"type\": \"Conditional processing until threshold met\", \"items_completed\": 18, \"items_still_pending\": 7, \"average_quality_score\": 82.52, \"completion_percentage\": 72.0, \"items_needing_reprocessing\": 3, \"threshold_achieved\": true, \"iterations_completed\": 8}, \"comparison\": {\"for_loop_use_case\": \"Best for processing fixed datasets with known size\", \"while_loop_use_case\": \"Best for iterative improvement until quality criteria met\", \"for_loop_predictability\": \"High - Fixed number of iterations\", \"while_loop_adaptability\": \"High - Continues until conditions satisfied\", \"recommendation\": \"Use for-loop for batch processing, while-loop for quality-driven iterative processing\"}, \"performance_metrics\": {\"for_loop_iterations\": 10, \"while_loop_iterations\": 8, \"for_loop_completion_rate\": \"100%\", \"while_loop_completion_rate\": \"72.0%\"}}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.281585,
"end_time": "2025-07-22T11:18:28.272661",
"message_sent": true,
"start_time": "2025-07-22T11:18:27.991076",
"timestamp": "2025-07-22T11:18:28.272661",
"worker_executed": true,
"workers_notified": true
},
"execution_summary": {
"batch_size_used": 5,
"quality_threshold": 80,
"total_items_generated": 25
},
"for_loop_results": {
"average_value": 59.04800000000001,
"batches_completed": 10,
"category_distribution": {
"Alpha": 10,
"Beta": 3,
"Delta": 5,
"Gamma": 7
},
"processing_efficiency": "100% - All items processed in predetermined batches",
"total_processed": 25,
"total_value_generated": 1476.2000000000003,
"type": "Fixed iteration processing"
},
"output": "=== LOOP COMPARISON REPORT ===\nFor-Loop: Processed 25 items in 10 fixed batches\nWhile-Loop: Achieved 72.0% completion with 82.5 average score\nThreshold target: 80 (Achieved: True)\n\nFOR-LOOP SUMMARY:\n - Processed all 25 items systematically\n - Generated total value of 1476.20\n - Average value per item: 59.05\n\nWHILE-LOOP SUMMARY:\n - Completed 18 items to quality standard\n - 7 items still pending improvement\n - Average quality score: 82.5/80\n - 3 items need additional reprocessing\n - Completed in 8 iterations\n__OUTPUTS__ {\"execution_summary\": {\"total_items_generated\": 25, \"batch_size_used\": 5, \"quality_threshold\": 80}, \"for_loop_results\": {\"type\": \"Fixed iteration processing\", \"total_processed\": 25, \"batches_completed\": 10, \"total_value_generated\": 1476.2000000000003, \"average_value\": 59.04800000000001, \"category_distribution\": {\"Beta\": 3, \"Alpha\": 10, \"Delta\": 5, \"Gamma\": 7}, \"processing_efficiency\": \"100% - All items processed in predetermined batches\"}, \"while_loop_results\": {\"type\": \"Conditional processing until threshold met\", \"items_completed\": 18, \"items_still_pending\": 7, \"average_quality_score\": 82.52, \"completion_percentage\": 72.0, \"items_needing_reprocessing\": 3, \"threshold_achieved\": true, \"iterations_completed\": 8}, \"comparison\": {\"for_loop_use_case\": \"Best for processing fixed datasets with known size\", \"while_loop_use_case\": \"Best for iterative improvement until quality criteria met\", \"for_loop_predictability\": \"High - Fixed number of iterations\", \"while_loop_adaptability\": \"High - Continues until conditions satisfied\", \"recommendation\": \"Use for-loop for batch processing, while-loop for quality-driven iterative processing\"}, \"performance_metrics\": {\"for_loop_iterations\": 10, \"while_loop_iterations\": 8, \"for_loop_completion_rate\": \"100%\", \"while_loop_completion_rate\": \"72.0%\"}}\n",
"performance_metrics": {
"for_loop_completion_rate": "100%",
"for_loop_iterations": 10,
"while_loop_completion_rate": "72.0%",
"while_loop_iterations": 8
},
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "generate_comparison_report",
"while_loop_results": {
"average_quality_score": 82.52,
"completion_percentage": 72.0,
"items_completed": 18,
"items_needing_reprocessing": 3,
"items_still_pending": 7,
"iterations_completed": 8,
"threshold_achieved": true,
"type": "Conditional processing until threshold met"
}
},
"initialize_datasets": {
"batch_size": 5,
"execution_details": {
"actual_result": {
"output": "Generated 25 items for processing\nFor-loop will process 5 batches\n__OUTPUTS__ {\"for_loop_dataset\": [{\"id\": 1, \"name\": \"Item_001\", \"value\": 20, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 2, \"name\": \"Item_002\", \"value\": 86, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 3, \"name\": \"Item_003\", \"value\": 97, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 4, \"name\": \"Item_004\", \"value\": 89, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 5, \"name\": \"Item_005\", \"value\": 53, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 6, \"name\": \"Item_006\", \"value\": 44, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 7, \"name\": \"Item_007\", \"value\": 45, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 8, \"name\": \"Item_008\", \"value\": 88, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 9, \"name\": \"Item_009\", \"value\": 78, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 10, \"name\": \"Item_010\", \"value\": 99, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 11, \"name\": \"Item_011\", \"value\": 78, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 12, \"name\": \"Item_012\", \"value\": 46, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 13, \"name\": \"Item_013\", \"value\": 7, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 14, \"name\": \"Item_014\", \"value\": 53, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 15, \"name\": \"Item_015\", \"value\": 53, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 16, \"name\": \"Item_016\", \"value\": 67, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 17, \"name\": \"Item_017\", \"value\": 40, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 18, \"name\": \"Item_018\", \"value\": 12, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 19, \"name\": \"Item_019\", \"value\": 24, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 20, \"name\": \"Item_020\", \"value\": 58, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 21, \"name\": \"Item_021\", \"value\": 54, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 22, \"name\": \"Item_022\", \"value\": 71, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 23, \"name\": \"Item_023\", \"value\": 15, \"category\": \"Gamma\", \"priority\": \"High\"}, {\"id\": 24, \"name\": \"Item_024\", \"value\": 41, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 25, \"name\": \"Item_025\", \"value\": 24, \"category\": \"Delta\", \"priority\": \"High\"}], \"while_loop_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 35, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 59, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 28, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 54, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 14, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"total_items\": 25, \"batch_size\": 5, \"for_loop_batches\": 5}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.222905,
"end_time": "2025-07-22T11:18:22.704087",
"message_sent": true,
"start_time": "2025-07-22T11:18:22.481182",
"timestamp": "2025-07-22T11:18:22.704087",
"worker_executed": true,
"workers_notified": true
},
"for_loop_batches": 5,
"for_loop_dataset": [
{
"category": "Alpha",
"id": 1,
"name": "Item_001",
"priority": "High",
"value": 20
},
{
"category": "Gamma",
"id": 2,
"name": "Item_002",
"priority": "Medium",
"value": 86
},
{
"category": "Beta",
"id": 3,
"name": "Item_003",
"priority": "Low",
"value": 97
},
{
"category": "Alpha",
"id": 4,
"name": "Item_004",
"priority": "High",
"value": 89
},
{
"category": "Gamma",
"id": 5,
"name": "Item_005",
"priority": "Low",
"value": 53
},
{
"category": "Gamma",
"id": 6,
"name": "Item_006",
"priority": "Low",
"value": 44
},
{
"category": "Alpha",
"id": 7,
"name": "Item_007",
"priority": "Medium",
"value": 45
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"priority": "Low",
"value": 88
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"priority": "High",
"value": 78
},
{
"category": "Alpha",
"id": 10,
"name": "Item_010",
"priority": "Low",
"value": 99
},
{
"category": "Gamma",
"id": 11,
"name": "Item_011",
"priority": "Medium",
"value": 78
},
{
"category": "Beta",
"id": 12,
"name": "Item_012",
"priority": "Low",
"value": 46
},
{
"category": "Delta",
"id": 13,
"name": "Item_013",
"priority": "High",
"value": 7
},
{
"category": "Gamma",
"id": 14,
"name": "Item_014",
"priority": "Medium",
"value": 53
},
{
"category": "Alpha",
"id": 15,
"name": "Item_015",
"priority": "High",
"value": 53
},
{
"category": "Delta",
"id": 16,
"name": "Item_016",
"priority": "High",
"value": 67
},
{
"category": "Alpha",
"id": 17,
"name": "Item_017",
"priority": "Medium",
"value": 40
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"priority": "High",
"value": 12
},
{
"category": "Delta",
"id": 19,
"name": "Item_019",
"priority": "High",
"value": 24
},
{
"category": "Alpha",
"id": 20,
"name": "Item_020",
"priority": "Medium",
"value": 58
},
{
"category": "Alpha",
"id": 21,
"name": "Item_021",
"priority": "Medium",
"value": 54
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"priority": "Low",
"value": 71
},
{
"category": "Gamma",
"id": 23,
"name": "Item_023",
"priority": "High",
"value": 15
},
{
"category": "Gamma",
"id": 24,
"name": "Item_024",
"priority": "Low",
"value": 41
},
{
"category": "Delta",
"id": 25,
"name": "Item_025",
"priority": "High",
"value": 24
}
],
"output": "Generated 25 items for processing\nFor-loop will process 5 batches\n__OUTPUTS__ {\"for_loop_dataset\": [{\"id\": 1, \"name\": \"Item_001\", \"value\": 20, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 2, \"name\": \"Item_002\", \"value\": 86, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 3, \"name\": \"Item_003\", \"value\": 97, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 4, \"name\": \"Item_004\", \"value\": 89, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 5, \"name\": \"Item_005\", \"value\": 53, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 6, \"name\": \"Item_006\", \"value\": 44, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 7, \"name\": \"Item_007\", \"value\": 45, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 8, \"name\": \"Item_008\", \"value\": 88, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 9, \"name\": \"Item_009\", \"value\": 78, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 10, \"name\": \"Item_010\", \"value\": 99, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 11, \"name\": \"Item_011\", \"value\": 78, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 12, \"name\": \"Item_012\", \"value\": 46, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 13, \"name\": \"Item_013\", \"value\": 7, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 14, \"name\": \"Item_014\", \"value\": 53, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 15, \"name\": \"Item_015\", \"value\": 53, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 16, \"name\": \"Item_016\", \"value\": 67, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 17, \"name\": \"Item_017\", \"value\": 40, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 18, \"name\": \"Item_018\", \"value\": 12, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 19, \"name\": \"Item_019\", \"value\": 24, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 20, \"name\": \"Item_020\", \"value\": 58, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 21, \"name\": \"Item_021\", \"value\": 54, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 22, \"name\": \"Item_022\", \"value\": 71, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 23, \"name\": \"Item_023\", \"value\": 15, \"category\": \"Gamma\", \"priority\": \"High\"}, {\"id\": 24, \"name\": \"Item_024\", \"value\": 41, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 25, \"name\": \"Item_025\", \"value\": 24, \"category\": \"Delta\", \"priority\": \"High\"}], \"while_loop_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 35, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 59, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 28, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 54, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 14, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"total_items\": 25, \"batch_size\": 5, \"for_loop_batches\": 5}\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "initialize_datasets",
"total_items": 25,
"while_loop_dataset": [
{
"attempts": 0,
"id": 1,
"name": "Record_001",
"needs_reprocessing": false,
"score": 35,
"status": "pending"
},
{
"attempts": 0,
"id": 2,
"name": "Record_002",
"needs_reprocessing": true,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 3,
"name": "Record_003",
"needs_reprocessing": true,
"score": 59,
"status": "pending"
},
{
"attempts": 0,
"id": 4,
"name": "Record_004",
"needs_reprocessing": true,
"score": 28,
"status": "pending"
},
{
"attempts": 0,
"id": 5,
"name": "Record_005",
"needs_reprocessing": true,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": false,
"score": 54,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": false,
"score": 14,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"while_loop_processor": {
"execution_details": {
"actual_result": {
"loop_result": {
"exit_reason": "exit_condition",
"final_state": {
"average_score": 82.52,
"batch_size": 5,
"completion_percentage": 72.0,
"last_iteration": 8,
"pending_items": 7,
"processed_items": 18,
"processing_threshold": 80,
"reprocessing_count": 3,
"should_continue": false,
"total_items": 25,
"total_score": 2063,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 5,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 81,
"status": "completed"
},
{
"attempts": 3,
"id": 16,
"improvement_applied": 24,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 18,
"improvement_applied": 7,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 40,
"status": "pending"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 24,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 11,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 10,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 66,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"iteration_results": [
{
"iteration": 0,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 16.4\nCompleted: 1, Still need reprocessing: 3\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 56, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 1}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 18, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 39, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 79, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 1}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 82, \"reprocessing_needed\": 3}, \"average_improvement\": 16.4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 16.4,
"improved_items": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 21,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 56,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 18,
"name": "Record_003",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 77,
"status": "pending"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 12,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 79,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 1,
"items_improved": 5,
"reprocessing_needed": 3,
"score_increase": 82
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "Initialized pending_items to 25 from dataset of 25 items\n__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {\"pending_items\": 25}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {
"pending_items": 25
},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 1: Found 25 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 35, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 59, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 28, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 20, \"iteration\": 1}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 1,
"remaining_candidates": 20,
"selected_items": [
{
"attempts": 0,
"id": 1,
"name": "Record_001",
"needs_reprocessing": false,
"score": 35,
"status": "pending"
},
{
"attempts": 0,
"id": 2,
"name": "Record_002",
"needs_reprocessing": true,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 3,
"name": "Record_003",
"needs_reprocessing": true,
"score": 59,
"status": "pending"
},
{
"attempts": 0,
"id": 4,
"name": "Record_004",
"needs_reprocessing": true,
"score": 28,
"status": "pending"
},
{
"attempts": 0,
"id": 5,
"name": "Record_005",
"needs_reprocessing": true,
"score": 67,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 24, Completed: 1\n Average Score: 62.6 (Threshold: 80)\n Completion: 4.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 24, \"completed\": 1, \"avg_score\": 62.56, \"completion_pct\": 4.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 56, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 1}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 18, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 39, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 79, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 54, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 14, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 24, \"processed_items\": 1, \"total_score\": 1564, \"average_score\": 62.56, \"reprocessing_count\": 10, \"should_continue\": true, \"completion_percentage\": 4.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 62.56,
"completed": 1,
"completion_pct": 4.0,
"pending": 24,
"should_continue": true
}
},
"state_updates": {
"average_score": 62.56,
"completion_percentage": 4.0,
"pending_items": 24,
"processed_items": 1,
"reprocessing_count": 10,
"should_continue": true,
"total_score": 1564,
"working_dataset": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 21,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 56,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 18,
"name": "Record_003",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 77,
"status": "pending"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 12,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 79,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": false,
"score": 54,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": false,
"score": 14,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 1,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 13.0\nCompleted: 2, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 74, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 2}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 46, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 67, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 2}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 2, \"score_increase\": 65, \"reprocessing_needed\": 2}, \"average_improvement\": 13.0}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 13.0,
"improved_items": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 18,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 74,
"status": "pending"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 2,
"id": 4,
"improvement_applied": 7,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 46,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 67,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 2,
"items_improved": 5,
"reprocessing_needed": 2,
"score_increase": 65
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 2: Found 24 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 56, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 18, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 39, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 79, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 54, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 19, \"iteration\": 2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 2,
"remaining_candidates": 19,
"selected_items": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 21,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 56,
"status": "pending"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 18,
"name": "Record_003",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 77,
"status": "pending"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 12,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 79,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": false,
"score": 54,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 22, Completed: 3\n Average Score: 65.2 (Threshold: 80)\n Completion: 12.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 22, \"completed\": 3, \"avg_score\": 65.16, \"completion_pct\": 12.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 74, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 2}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 46, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 67, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 14, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 22, \"processed_items\": 3, \"total_score\": 1629, \"average_score\": 65.16, \"reprocessing_count\": 9, \"should_continue\": true, \"completion_percentage\": 12.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 65.16,
"completed": 3,
"completion_pct": 12.0,
"pending": 22,
"should_continue": true
}
},
"state_updates": {
"average_score": 65.16,
"completion_percentage": 12.0,
"pending_items": 22,
"processed_items": 3,
"reprocessing_count": 9,
"should_continue": true,
"total_score": 1629,
"working_dataset": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 18,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 74,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 2,
"id": 4,
"improvement_applied": 7,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 46,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": false,
"score": 14,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 2,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 16.4\nCompleted: 3, Still need reprocessing: 0\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 60, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 3}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 26, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 3}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 82, \"reprocessing_needed\": 0}, \"average_improvement\": 16.4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 16.4,
"improved_items": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 3,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 12,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 26,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 0,
"score_increase": 82
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 3: Found 22 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 74, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 46, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 67, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 14, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 17, \"iteration\": 3}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 3,
"remaining_candidates": 17,
"selected_items": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 18,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 74,
"status": "pending"
},
{
"attempts": 2,
"id": 4,
"improvement_applied": 7,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 46,
"status": "pending"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": false,
"score": 14,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 19, Completed: 6\n Average Score: 68.1 (Threshold: 80)\n Completion: 24.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 19, \"completed\": 6, \"avg_score\": 68.12, \"completion_pct\": 24.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 60, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 3}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 26, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 3}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 19, \"processed_items\": 6, \"total_score\": 1703, \"average_score\": 68.12, \"reprocessing_count\": 6, \"should_continue\": true, \"completion_percentage\": 24.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 68.12,
"completed": 6,
"completion_pct": 24.0,
"pending": 19,
"should_continue": true
}
},
"state_updates": {
"average_score": 68.12,
"completion_percentage": 24.0,
"pending_items": 19,
"processed_items": 6,
"reprocessing_count": 6,
"should_continue": true,
"total_score": 1703,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 3,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 12,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 26,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 3,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 9.0\nCompleted: 3, Still need reprocessing: 0\n__OUTPUTS__ {\"improved_items\": [{\"id\": 4, \"name\": \"Record_004\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 39, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 45, \"reprocessing_needed\": 0}, \"average_improvement\": 9.0}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 9.0,
"improved_items": [
{
"attempts": 4,
"id": 4,
"improvement_applied": 9,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 0,
"score_increase": 45
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 4: Found 19 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 4, \"name\": \"Record_004\", \"score\": 60, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 26, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 14, \"iteration\": 4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 4,
"remaining_candidates": 14,
"selected_items": [
{
"attempts": 3,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 12,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 26,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 16, Completed: 9\n Average Score: 69.9 (Threshold: 80)\n Completion: 36.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 16, \"completed\": 9, \"avg_score\": 69.92, \"completion_pct\": 36.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 39, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 16, \"processed_items\": 9, \"total_score\": 1748, \"average_score\": 69.92, \"reprocessing_count\": 5, \"should_continue\": true, \"completion_percentage\": 36.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 69.92,
"completed": 9,
"completion_pct": 36.0,
"pending": 16,
"should_continue": true
}
},
"state_updates": {
"average_score": 69.92,
"completion_percentage": 36.0,
"pending_items": 16,
"processed_items": 9,
"reprocessing_count": 5,
"should_continue": true,
"total_score": 1748,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 4,
"id": 4,
"improvement_applied": 9,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 2,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 4,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 14.2\nCompleted: 3, Still need reprocessing: 1\n__OUTPUTS__ {\"improved_items\": [{\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 54, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 49, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 5}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 71, \"reprocessing_needed\": 1}, \"average_improvement\": 14.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 14.2,
"improved_items": [
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 3,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 54,
"status": "pending"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 19,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 49,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 1,
"score_increase": 71
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 5: Found 16 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 4, \"name\": \"Record_004\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 39, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 11, \"iteration\": 5}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 5,
"remaining_candidates": 11,
"selected_items": [
{
"attempts": 4,
"id": 4,
"improvement_applied": 9,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 13, Completed: 12\n Average Score: 72.8 (Threshold: 80)\n Completion: 48.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 13, \"completed\": 12, \"avg_score\": 72.76, \"completion_pct\": 48.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 54, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 49, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 5}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 13, \"processed_items\": 12, \"total_score\": 1819, \"average_score\": 72.76, \"reprocessing_count\": 4, \"should_continue\": true, \"completion_percentage\": 48.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 72.76,
"completed": 12,
"completion_pct": 48.0,
"pending": 13,
"should_continue": true
}
},
"state_updates": {
"average_score": 72.76,
"completion_percentage": 48.0,
"pending_items": 13,
"processed_items": 12,
"reprocessing_count": 4,
"should_continue": true,
"total_score": 1819,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 3,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 54,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 19,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 5,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 13.6\nCompleted: 1, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 7, \"name\": \"Record_007\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 6}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 70, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 59, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 91, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 6}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 68, \"reprocessing_needed\": 2}, \"average_improvement\": 13.6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 13.6,
"improved_items": [
{
"attempts": 4,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 70,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 10,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 11,
"name": "Record_016",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 36,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 1,
"items_improved": 5,
"reprocessing_needed": 2,
"score_increase": 68
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 6: Found 13 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 7, \"name\": \"Record_007\", \"score\": 54, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 49, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 5}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 8, \"iteration\": 6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 6,
"remaining_candidates": 8,
"selected_items": [
{
"attempts": 3,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 54,
"status": "pending"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 19,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 12, Completed: 13\n Average Score: 75.5 (Threshold: 80)\n Completion: 52.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 12, \"completed\": 13, \"avg_score\": 75.48, \"completion_pct\": 52.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 6}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 70, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 59, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 91, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 12, \"processed_items\": 13, \"total_score\": 1887, \"average_score\": 75.48, \"reprocessing_count\": 5, \"should_continue\": true, \"completion_percentage\": 52.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 75.48,
"completed": 13,
"completion_pct": 52.0,
"pending": 12,
"should_continue": true
}
},
"state_updates": {
"average_score": 75.48,
"completion_percentage": 52.0,
"pending_items": 12,
"processed_items": 13,
"reprocessing_count": 5,
"should_continue": true,
"total_score": 1887,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 4,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 70,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 10,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 11,
"name": "Record_016",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 36,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 6,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 20.0\nCompleted: 3, Still need reprocessing: 1\n__OUTPUTS__ {\"improved_items\": [{\"id\": 7, \"name\": \"Record_007\", \"score\": 82, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 7}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 93, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 7}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 81, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 7}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 33, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 100, \"reprocessing_needed\": 1}, \"average_improvement\": 20.0}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 20.0,
"improved_items": [
{
"attempts": 5,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 82,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 81,
"status": "completed"
},
{
"attempts": 2,
"id": 16,
"improvement_applied": 21,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 21,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 33,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 1,
"score_increase": 100
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 7: Found 12 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 7, \"name\": \"Record_007\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 6}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 70, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 59, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 7, \"iteration\": 7}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 7,
"remaining_candidates": 7,
"selected_items": [
{
"attempts": 4,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 70,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 10,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 11,
"name": "Record_016",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 36,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 9, Completed: 16\n Average Score: 79.5 (Threshold: 80)\n Completion: 64.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 9, \"completed\": 16, \"avg_score\": 79.48, \"completion_pct\": 64.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 82, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 7}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 93, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 7}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 81, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 7}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 91, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 33, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 9, \"processed_items\": 16, \"total_score\": 1987, \"average_score\": 79.48, \"reprocessing_count\": 3, \"should_continue\": true, \"completion_percentage\": 64.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 79.48,
"completed": 16,
"completion_pct": 64.0,
"pending": 9,
"should_continue": true
}
},
"state_updates": {
"average_score": 79.48,
"completion_percentage": 64.0,
"pending_items": 9,
"processed_items": 16,
"reprocessing_count": 3,
"should_continue": true,
"total_score": 1987,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 5,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 81,
"status": "completed"
},
{
"attempts": 2,
"id": 16,
"improvement_applied": 21,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 21,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 33,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 7,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 15.2\nCompleted: 2, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 16, \"name\": \"Record_016\", \"score\": 81, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 24, \"processed_in_iteration\": 8}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 40, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 8}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 24, \"processed_in_iteration\": 8}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 57, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 8}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 8}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 2, \"score_increase\": 76, \"reprocessing_needed\": 2}, \"average_improvement\": 15.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 15.2,
"improved_items": [
{
"attempts": 3,
"id": 16,
"improvement_applied": 24,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 81,
"status": "completed"
},
{
"attempts": 2,
"id": 18,
"improvement_applied": 7,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 40,
"status": "pending"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 24,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 11,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 10,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 66,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 2,
"items_improved": 5,
"reprocessing_needed": 2,
"score_increase": 76
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 8: Found 9 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 16, \"name\": \"Record_016\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 33, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 4, \"iteration\": 8}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 8,
"remaining_candidates": 4,
"selected_items": [
{
"attempts": 2,
"id": 16,
"improvement_applied": 21,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 21,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 33,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 7, Completed: 18\n Average Score: 82.5 (Threshold: 80)\n Completion: 72.0%\n Should Continue: False\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 7, \"completed\": 18, \"avg_score\": 82.52, \"completion_pct\": 72.0, \"should_continue\": false}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 82, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 7}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 93, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 7}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 81, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 7}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 81, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 24, \"processed_in_iteration\": 8}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 91, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 40, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 8}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 24, \"processed_in_iteration\": 8}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 57, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 8}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 8}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 7, \"processed_items\": 18, \"total_score\": 2063, \"average_score\": 82.52, \"reprocessing_count\": 3, \"should_continue\": false, \"completion_percentage\": 72.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 82.52,
"completed": 18,
"completion_pct": 72.0,
"pending": 7,
"should_continue": false
}
},
"state_updates": {
"average_score": 82.52,
"completion_percentage": 72.0,
"pending_items": 7,
"processed_items": 18,
"reprocessing_count": 3,
"should_continue": false,
"total_score": 2063,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 5,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 81,
"status": "completed"
},
{
"attempts": 3,
"id": 16,
"improvement_applied": 24,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 18,
"improvement_applied": 7,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 40,
"status": "pending"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 24,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 11,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 10,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 66,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
}
],
"iterations_completed": 8
},
"output": "Loop completed after 8 iterations",
"status": "completed"
},
"duration_seconds": 1.859838,
"end_time": "2025-07-22T11:18:27.888901",
"message_sent": true,
"start_time": "2025-07-22T11:18:26.029063",
"timestamp": "2025-07-22T11:18:27.888901",
"worker_executed": true,
"workers_notified": true
},
"exit_reason": "exit_condition",
"final_state": {
"average_score": 82.52,
"batch_size": 5,
"completion_percentage": 72.0,
"last_iteration": 8,
"pending_items": 7,
"processed_items": 18,
"processing_threshold": 80,
"reprocessing_count": 3,
"should_continue": false,
"total_items": 25,
"total_score": 2063,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 5,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 81,
"status": "completed"
},
{
"attempts": 3,
"id": 16,
"improvement_applied": 24,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 18,
"improvement_applied": 7,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 40,
"status": "pending"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 24,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 11,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 10,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 66,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"iterations_completed": 8,
"loop_result": {
"exit_reason": "exit_condition",
"final_state": {
"average_score": 82.52,
"batch_size": 5,
"completion_percentage": 72.0,
"last_iteration": 8,
"pending_items": 7,
"processed_items": 18,
"processing_threshold": 80,
"reprocessing_count": 3,
"should_continue": false,
"total_items": 25,
"total_score": 2063,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 5,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 81,
"status": "completed"
},
{
"attempts": 3,
"id": 16,
"improvement_applied": 24,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 18,
"improvement_applied": 7,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 40,
"status": "pending"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 24,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 11,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 10,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 66,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"iteration_results": [
{
"iteration": 0,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 16.4\nCompleted: 1, Still need reprocessing: 3\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 56, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 1}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 18, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 39, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 79, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 1}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 82, \"reprocessing_needed\": 3}, \"average_improvement\": 16.4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 16.4,
"improved_items": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 21,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 56,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 18,
"name": "Record_003",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 77,
"status": "pending"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 12,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 79,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 1,
"items_improved": 5,
"reprocessing_needed": 3,
"score_increase": 82
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "Initialized pending_items to 25 from dataset of 25 items\n__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {\"pending_items\": 25}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {
"pending_items": 25
},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 1: Found 25 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 35, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 59, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 28, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 20, \"iteration\": 1}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 1,
"remaining_candidates": 20,
"selected_items": [
{
"attempts": 0,
"id": 1,
"name": "Record_001",
"needs_reprocessing": false,
"score": 35,
"status": "pending"
},
{
"attempts": 0,
"id": 2,
"name": "Record_002",
"needs_reprocessing": true,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 3,
"name": "Record_003",
"needs_reprocessing": true,
"score": 59,
"status": "pending"
},
{
"attempts": 0,
"id": 4,
"name": "Record_004",
"needs_reprocessing": true,
"score": 28,
"status": "pending"
},
{
"attempts": 0,
"id": 5,
"name": "Record_005",
"needs_reprocessing": true,
"score": 67,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 24, Completed: 1\n Average Score: 62.6 (Threshold: 80)\n Completion: 4.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 24, \"completed\": 1, \"avg_score\": 62.56, \"completion_pct\": 4.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 56, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 1}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 18, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 39, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 79, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 54, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 14, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 24, \"processed_items\": 1, \"total_score\": 1564, \"average_score\": 62.56, \"reprocessing_count\": 10, \"should_continue\": true, \"completion_percentage\": 4.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 62.56,
"completed": 1,
"completion_pct": 4.0,
"pending": 24,
"should_continue": true
}
},
"state_updates": {
"average_score": 62.56,
"completion_percentage": 4.0,
"pending_items": 24,
"processed_items": 1,
"reprocessing_count": 10,
"should_continue": true,
"total_score": 1564,
"working_dataset": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 21,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 56,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 18,
"name": "Record_003",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 77,
"status": "pending"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 12,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 79,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": false,
"score": 54,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": false,
"score": 14,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 1,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 13.0\nCompleted: 2, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 74, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 2}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 46, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 67, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 2}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 2, \"score_increase\": 65, \"reprocessing_needed\": 2}, \"average_improvement\": 13.0}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 13.0,
"improved_items": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 18,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 74,
"status": "pending"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 2,
"id": 4,
"improvement_applied": 7,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 46,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 67,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 2,
"items_improved": 5,
"reprocessing_needed": 2,
"score_increase": 65
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 2: Found 24 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 56, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 18, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 39, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 79, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 54, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 19, \"iteration\": 2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 2,
"remaining_candidates": 19,
"selected_items": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 21,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 56,
"status": "pending"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 18,
"name": "Record_003",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 77,
"status": "pending"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 12,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 79,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": false,
"score": 54,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 22, Completed: 3\n Average Score: 65.2 (Threshold: 80)\n Completion: 12.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 22, \"completed\": 3, \"avg_score\": 65.16, \"completion_pct\": 12.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 74, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 2}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 46, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 67, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 14, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 22, \"processed_items\": 3, \"total_score\": 1629, \"average_score\": 65.16, \"reprocessing_count\": 9, \"should_continue\": true, \"completion_percentage\": 12.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 65.16,
"completed": 3,
"completion_pct": 12.0,
"pending": 22,
"should_continue": true
}
},
"state_updates": {
"average_score": 65.16,
"completion_percentage": 12.0,
"pending_items": 22,
"processed_items": 3,
"reprocessing_count": 9,
"should_continue": true,
"total_score": 1629,
"working_dataset": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 18,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 74,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 2,
"id": 4,
"improvement_applied": 7,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 46,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": false,
"score": 14,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 2,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 16.4\nCompleted: 3, Still need reprocessing: 0\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 60, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 3}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 26, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 3}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 82, \"reprocessing_needed\": 0}, \"average_improvement\": 16.4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 16.4,
"improved_items": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 3,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 12,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 26,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 0,
"score_increase": 82
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 3: Found 22 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 74, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 46, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 67, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 14, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 17, \"iteration\": 3}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 3,
"remaining_candidates": 17,
"selected_items": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 18,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 74,
"status": "pending"
},
{
"attempts": 2,
"id": 4,
"improvement_applied": 7,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 46,
"status": "pending"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": false,
"score": 14,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 19, Completed: 6\n Average Score: 68.1 (Threshold: 80)\n Completion: 24.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 19, \"completed\": 6, \"avg_score\": 68.12, \"completion_pct\": 24.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 60, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 3}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 26, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 3}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 19, \"processed_items\": 6, \"total_score\": 1703, \"average_score\": 68.12, \"reprocessing_count\": 6, \"should_continue\": true, \"completion_percentage\": 24.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 68.12,
"completed": 6,
"completion_pct": 24.0,
"pending": 19,
"should_continue": true
}
},
"state_updates": {
"average_score": 68.12,
"completion_percentage": 24.0,
"pending_items": 19,
"processed_items": 6,
"reprocessing_count": 6,
"should_continue": true,
"total_score": 1703,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 3,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 12,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 26,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 3,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 9.0\nCompleted: 3, Still need reprocessing: 0\n__OUTPUTS__ {\"improved_items\": [{\"id\": 4, \"name\": \"Record_004\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 39, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 45, \"reprocessing_needed\": 0}, \"average_improvement\": 9.0}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 9.0,
"improved_items": [
{
"attempts": 4,
"id": 4,
"improvement_applied": 9,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 0,
"score_increase": 45
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 4: Found 19 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 4, \"name\": \"Record_004\", \"score\": 60, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 26, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 14, \"iteration\": 4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 4,
"remaining_candidates": 14,
"selected_items": [
{
"attempts": 3,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 12,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 26,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 16, Completed: 9\n Average Score: 69.9 (Threshold: 80)\n Completion: 36.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 16, \"completed\": 9, \"avg_score\": 69.92, \"completion_pct\": 36.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 39, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 16, \"processed_items\": 9, \"total_score\": 1748, \"average_score\": 69.92, \"reprocessing_count\": 5, \"should_continue\": true, \"completion_percentage\": 36.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 69.92,
"completed": 9,
"completion_pct": 36.0,
"pending": 16,
"should_continue": true
}
},
"state_updates": {
"average_score": 69.92,
"completion_percentage": 36.0,
"pending_items": 16,
"processed_items": 9,
"reprocessing_count": 5,
"should_continue": true,
"total_score": 1748,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 4,
"id": 4,
"improvement_applied": 9,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 2,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 4,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 14.2\nCompleted: 3, Still need reprocessing: 1\n__OUTPUTS__ {\"improved_items\": [{\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 54, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 49, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 5}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 71, \"reprocessing_needed\": 1}, \"average_improvement\": 14.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 14.2,
"improved_items": [
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 3,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 54,
"status": "pending"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 19,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 49,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 1,
"score_increase": 71
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 5: Found 16 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 4, \"name\": \"Record_004\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 39, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 11, \"iteration\": 5}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 5,
"remaining_candidates": 11,
"selected_items": [
{
"attempts": 4,
"id": 4,
"improvement_applied": 9,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 13, Completed: 12\n Average Score: 72.8 (Threshold: 80)\n Completion: 48.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 13, \"completed\": 12, \"avg_score\": 72.76, \"completion_pct\": 48.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 54, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 49, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 5}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 13, \"processed_items\": 12, \"total_score\": 1819, \"average_score\": 72.76, \"reprocessing_count\": 4, \"should_continue\": true, \"completion_percentage\": 48.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 72.76,
"completed": 12,
"completion_pct": 48.0,
"pending": 13,
"should_continue": true
}
},
"state_updates": {
"average_score": 72.76,
"completion_percentage": 48.0,
"pending_items": 13,
"processed_items": 12,
"reprocessing_count": 4,
"should_continue": true,
"total_score": 1819,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 3,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 54,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 19,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 5,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 13.6\nCompleted: 1, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 7, \"name\": \"Record_007\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 6}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 70, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 59, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 91, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 6}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 68, \"reprocessing_needed\": 2}, \"average_improvement\": 13.6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 13.6,
"improved_items": [
{
"attempts": 4,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 70,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 10,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 11,
"name": "Record_016",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 36,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 1,
"items_improved": 5,
"reprocessing_needed": 2,
"score_increase": 68
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 6: Found 13 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 7, \"name\": \"Record_007\", \"score\": 54, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 49, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 5}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 8, \"iteration\": 6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 6,
"remaining_candidates": 8,
"selected_items": [
{
"attempts": 3,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 54,
"status": "pending"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 19,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 12, Completed: 13\n Average Score: 75.5 (Threshold: 80)\n Completion: 52.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 12, \"completed\": 13, \"avg_score\": 75.48, \"completion_pct\": 52.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 6}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 70, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 59, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 91, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 12, \"processed_items\": 13, \"total_score\": 1887, \"average_score\": 75.48, \"reprocessing_count\": 5, \"should_continue\": true, \"completion_percentage\": 52.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 75.48,
"completed": 13,
"completion_pct": 52.0,
"pending": 12,
"should_continue": true
}
},
"state_updates": {
"average_score": 75.48,
"completion_percentage": 52.0,
"pending_items": 12,
"processed_items": 13,
"reprocessing_count": 5,
"should_continue": true,
"total_score": 1887,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 4,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 70,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 10,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 11,
"name": "Record_016",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 36,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 6,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 20.0\nCompleted: 3, Still need reprocessing: 1\n__OUTPUTS__ {\"improved_items\": [{\"id\": 7, \"name\": \"Record_007\", \"score\": 82, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 7}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 93, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 7}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 81, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 7}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 33, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 100, \"reprocessing_needed\": 1}, \"average_improvement\": 20.0}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 20.0,
"improved_items": [
{
"attempts": 5,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 82,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 81,
"status": "completed"
},
{
"attempts": 2,
"id": 16,
"improvement_applied": 21,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 21,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 33,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 1,
"score_increase": 100
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 7: Found 12 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 7, \"name\": \"Record_007\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 6}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 70, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 59, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 7, \"iteration\": 7}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 7,
"remaining_candidates": 7,
"selected_items": [
{
"attempts": 4,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 70,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 10,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 11,
"name": "Record_016",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 36,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 9, Completed: 16\n Average Score: 79.5 (Threshold: 80)\n Completion: 64.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 9, \"completed\": 16, \"avg_score\": 79.48, \"completion_pct\": 64.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 82, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 7}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 93, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 7}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 81, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 7}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 91, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 33, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 9, \"processed_items\": 16, \"total_score\": 1987, \"average_score\": 79.48, \"reprocessing_count\": 3, \"should_continue\": true, \"completion_percentage\": 64.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 79.48,
"completed": 16,
"completion_pct": 64.0,
"pending": 9,
"should_continue": true
}
},
"state_updates": {
"average_score": 79.48,
"completion_percentage": 64.0,
"pending_items": 9,
"processed_items": 16,
"reprocessing_count": 3,
"should_continue": true,
"total_score": 1987,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 5,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 81,
"status": "completed"
},
{
"attempts": 2,
"id": 16,
"improvement_applied": 21,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 21,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 33,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 7,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 15.2\nCompleted: 2, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 16, \"name\": \"Record_016\", \"score\": 81, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 24, \"processed_in_iteration\": 8}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 40, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 8}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 24, \"processed_in_iteration\": 8}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 57, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 8}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 8}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 2, \"score_increase\": 76, \"reprocessing_needed\": 2}, \"average_improvement\": 15.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 15.2,
"improved_items": [
{
"attempts": 3,
"id": 16,
"improvement_applied": 24,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 81,
"status": "completed"
},
{
"attempts": 2,
"id": 18,
"improvement_applied": 7,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 40,
"status": "pending"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 24,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 11,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 10,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 66,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 2,
"items_improved": 5,
"reprocessing_needed": 2,
"score_increase": 76
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 8: Found 9 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 16, \"name\": \"Record_016\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 33, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 4, \"iteration\": 8}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 8,
"remaining_candidates": 4,
"selected_items": [
{
"attempts": 2,
"id": 16,
"improvement_applied": 21,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 21,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 33,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 7, Completed: 18\n Average Score: 82.5 (Threshold: 80)\n Completion: 72.0%\n Should Continue: False\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 7, \"completed\": 18, \"avg_score\": 82.52, \"completion_pct\": 72.0, \"should_continue\": false}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 82, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 7}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 93, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 7}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 81, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 7}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 81, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 24, \"processed_in_iteration\": 8}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 91, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 40, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 8}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 24, \"processed_in_iteration\": 8}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 57, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 8}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 8}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 7, \"processed_items\": 18, \"total_score\": 2063, \"average_score\": 82.52, \"reprocessing_count\": 3, \"should_continue\": false, \"completion_percentage\": 72.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 82.52,
"completed": 18,
"completion_pct": 72.0,
"pending": 7,
"should_continue": false
}
},
"state_updates": {
"average_score": 82.52,
"completion_percentage": 72.0,
"pending_items": 7,
"processed_items": 18,
"reprocessing_count": 3,
"should_continue": false,
"total_score": 2063,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 5,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 81,
"status": "completed"
},
{
"attempts": 3,
"id": 16,
"improvement_applied": 24,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 18,
"improvement_applied": 7,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 40,
"status": "pending"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 24,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 11,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 10,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 66,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
}
],
"iterations_completed": 8
},
"output": "Loop completed after 8 iterations",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "while_loop_processor"
}
},
"while_loop_processor": {
"execution_details": {
"actual_result": {
"loop_result": {
"exit_reason": "exit_condition",
"final_state": {
"average_score": 82.52,
"batch_size": 5,
"completion_percentage": 72.0,
"last_iteration": 8,
"pending_items": 7,
"processed_items": 18,
"processing_threshold": 80,
"reprocessing_count": 3,
"should_continue": false,
"total_items": 25,
"total_score": 2063,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 5,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 81,
"status": "completed"
},
{
"attempts": 3,
"id": 16,
"improvement_applied": 24,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 18,
"improvement_applied": 7,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 40,
"status": "pending"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 24,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 11,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 10,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 66,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"iteration_results": [
{
"iteration": 0,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 16.4\nCompleted: 1, Still need reprocessing: 3\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 56, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 1}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 18, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 39, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 79, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 1}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 82, \"reprocessing_needed\": 3}, \"average_improvement\": 16.4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 16.4,
"improved_items": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 21,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 56,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 18,
"name": "Record_003",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 77,
"status": "pending"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 12,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 79,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 1,
"items_improved": 5,
"reprocessing_needed": 3,
"score_increase": 82
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "Initialized pending_items to 25 from dataset of 25 items\n__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {\"pending_items\": 25}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {
"pending_items": 25
},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 1: Found 25 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 35, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 59, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 28, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 20, \"iteration\": 1}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 1,
"remaining_candidates": 20,
"selected_items": [
{
"attempts": 0,
"id": 1,
"name": "Record_001",
"needs_reprocessing": false,
"score": 35,
"status": "pending"
},
{
"attempts": 0,
"id": 2,
"name": "Record_002",
"needs_reprocessing": true,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 3,
"name": "Record_003",
"needs_reprocessing": true,
"score": 59,
"status": "pending"
},
{
"attempts": 0,
"id": 4,
"name": "Record_004",
"needs_reprocessing": true,
"score": 28,
"status": "pending"
},
{
"attempts": 0,
"id": 5,
"name": "Record_005",
"needs_reprocessing": true,
"score": 67,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 24, Completed: 1\n Average Score: 62.6 (Threshold: 80)\n Completion: 4.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 24, \"completed\": 1, \"avg_score\": 62.56, \"completion_pct\": 4.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 56, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 1}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 18, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 39, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 79, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 54, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 14, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 24, \"processed_items\": 1, \"total_score\": 1564, \"average_score\": 62.56, \"reprocessing_count\": 10, \"should_continue\": true, \"completion_percentage\": 4.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 62.56,
"completed": 1,
"completion_pct": 4.0,
"pending": 24,
"should_continue": true
}
},
"state_updates": {
"average_score": 62.56,
"completion_percentage": 4.0,
"pending_items": 24,
"processed_items": 1,
"reprocessing_count": 10,
"should_continue": true,
"total_score": 1564,
"working_dataset": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 21,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 56,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 18,
"name": "Record_003",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 77,
"status": "pending"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 12,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 79,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": false,
"score": 54,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": false,
"score": 14,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 1,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 13.0\nCompleted: 2, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 74, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 2}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 46, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 67, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 2}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 2, \"score_increase\": 65, \"reprocessing_needed\": 2}, \"average_improvement\": 13.0}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 13.0,
"improved_items": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 18,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 74,
"status": "pending"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 2,
"id": 4,
"improvement_applied": 7,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 46,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 67,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 2,
"items_improved": 5,
"reprocessing_needed": 2,
"score_increase": 65
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 2: Found 24 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 56, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 18, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 39, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 79, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 54, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 19, \"iteration\": 2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 2,
"remaining_candidates": 19,
"selected_items": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 21,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 56,
"status": "pending"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 18,
"name": "Record_003",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 77,
"status": "pending"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 12,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 79,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": false,
"score": 54,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 22, Completed: 3\n Average Score: 65.2 (Threshold: 80)\n Completion: 12.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 22, \"completed\": 3, \"avg_score\": 65.16, \"completion_pct\": 12.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 74, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 2}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 46, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 67, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 14, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 22, \"processed_items\": 3, \"total_score\": 1629, \"average_score\": 65.16, \"reprocessing_count\": 9, \"should_continue\": true, \"completion_percentage\": 12.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 65.16,
"completed": 3,
"completion_pct": 12.0,
"pending": 22,
"should_continue": true
}
},
"state_updates": {
"average_score": 65.16,
"completion_percentage": 12.0,
"pending_items": 22,
"processed_items": 3,
"reprocessing_count": 9,
"should_continue": true,
"total_score": 1629,
"working_dataset": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 18,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 74,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 2,
"id": 4,
"improvement_applied": 7,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 46,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": false,
"score": 14,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 2,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 16.4\nCompleted: 3, Still need reprocessing: 0\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 60, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 3}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 26, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 3}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 82, \"reprocessing_needed\": 0}, \"average_improvement\": 16.4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 16.4,
"improved_items": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 3,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 12,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 26,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 0,
"score_increase": 82
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 3: Found 22 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 74, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 46, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 67, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 14, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 17, \"iteration\": 3}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 3,
"remaining_candidates": 17,
"selected_items": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 18,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 74,
"status": "pending"
},
{
"attempts": 2,
"id": 4,
"improvement_applied": 7,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 46,
"status": "pending"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": false,
"score": 14,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 19, Completed: 6\n Average Score: 68.1 (Threshold: 80)\n Completion: 24.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 19, \"completed\": 6, \"avg_score\": 68.12, \"completion_pct\": 24.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 60, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 3}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 26, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 3}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 19, \"processed_items\": 6, \"total_score\": 1703, \"average_score\": 68.12, \"reprocessing_count\": 6, \"should_continue\": true, \"completion_percentage\": 24.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 68.12,
"completed": 6,
"completion_pct": 24.0,
"pending": 19,
"should_continue": true
}
},
"state_updates": {
"average_score": 68.12,
"completion_percentage": 24.0,
"pending_items": 19,
"processed_items": 6,
"reprocessing_count": 6,
"should_continue": true,
"total_score": 1703,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 3,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 12,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 26,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 3,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 9.0\nCompleted: 3, Still need reprocessing: 0\n__OUTPUTS__ {\"improved_items\": [{\"id\": 4, \"name\": \"Record_004\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 39, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 45, \"reprocessing_needed\": 0}, \"average_improvement\": 9.0}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 9.0,
"improved_items": [
{
"attempts": 4,
"id": 4,
"improvement_applied": 9,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 0,
"score_increase": 45
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 4: Found 19 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 4, \"name\": \"Record_004\", \"score\": 60, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 26, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 14, \"iteration\": 4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 4,
"remaining_candidates": 14,
"selected_items": [
{
"attempts": 3,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 12,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 26,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 16, Completed: 9\n Average Score: 69.9 (Threshold: 80)\n Completion: 36.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 16, \"completed\": 9, \"avg_score\": 69.92, \"completion_pct\": 36.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 39, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 16, \"processed_items\": 9, \"total_score\": 1748, \"average_score\": 69.92, \"reprocessing_count\": 5, \"should_continue\": true, \"completion_percentage\": 36.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 69.92,
"completed": 9,
"completion_pct": 36.0,
"pending": 16,
"should_continue": true
}
},
"state_updates": {
"average_score": 69.92,
"completion_percentage": 36.0,
"pending_items": 16,
"processed_items": 9,
"reprocessing_count": 5,
"should_continue": true,
"total_score": 1748,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 4,
"id": 4,
"improvement_applied": 9,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 2,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 4,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 14.2\nCompleted: 3, Still need reprocessing: 1\n__OUTPUTS__ {\"improved_items\": [{\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 54, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 49, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 5}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 71, \"reprocessing_needed\": 1}, \"average_improvement\": 14.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 14.2,
"improved_items": [
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 3,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 54,
"status": "pending"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 19,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 49,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 1,
"score_increase": 71
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 5: Found 16 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 4, \"name\": \"Record_004\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 39, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 11, \"iteration\": 5}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 5,
"remaining_candidates": 11,
"selected_items": [
{
"attempts": 4,
"id": 4,
"improvement_applied": 9,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 13, Completed: 12\n Average Score: 72.8 (Threshold: 80)\n Completion: 48.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 13, \"completed\": 12, \"avg_score\": 72.76, \"completion_pct\": 48.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 54, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 49, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 5}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 13, \"processed_items\": 12, \"total_score\": 1819, \"average_score\": 72.76, \"reprocessing_count\": 4, \"should_continue\": true, \"completion_percentage\": 48.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 72.76,
"completed": 12,
"completion_pct": 48.0,
"pending": 13,
"should_continue": true
}
},
"state_updates": {
"average_score": 72.76,
"completion_percentage": 48.0,
"pending_items": 13,
"processed_items": 12,
"reprocessing_count": 4,
"should_continue": true,
"total_score": 1819,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 3,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 54,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 19,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 5,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 13.6\nCompleted: 1, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 7, \"name\": \"Record_007\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 6}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 70, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 59, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 91, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 6}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 68, \"reprocessing_needed\": 2}, \"average_improvement\": 13.6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 13.6,
"improved_items": [
{
"attempts": 4,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 70,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 10,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 11,
"name": "Record_016",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 36,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 1,
"items_improved": 5,
"reprocessing_needed": 2,
"score_increase": 68
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 6: Found 13 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 7, \"name\": \"Record_007\", \"score\": 54, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 49, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 5}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 8, \"iteration\": 6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 6,
"remaining_candidates": 8,
"selected_items": [
{
"attempts": 3,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 54,
"status": "pending"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 19,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 12, Completed: 13\n Average Score: 75.5 (Threshold: 80)\n Completion: 52.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 12, \"completed\": 13, \"avg_score\": 75.48, \"completion_pct\": 52.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 6}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 70, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 59, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 91, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 12, \"processed_items\": 13, \"total_score\": 1887, \"average_score\": 75.48, \"reprocessing_count\": 5, \"should_continue\": true, \"completion_percentage\": 52.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 75.48,
"completed": 13,
"completion_pct": 52.0,
"pending": 12,
"should_continue": true
}
},
"state_updates": {
"average_score": 75.48,
"completion_percentage": 52.0,
"pending_items": 12,
"processed_items": 13,
"reprocessing_count": 5,
"should_continue": true,
"total_score": 1887,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 4,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 70,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 10,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 11,
"name": "Record_016",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 36,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 6,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 20.0\nCompleted: 3, Still need reprocessing: 1\n__OUTPUTS__ {\"improved_items\": [{\"id\": 7, \"name\": \"Record_007\", \"score\": 82, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 7}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 93, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 7}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 81, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 7}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 33, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 100, \"reprocessing_needed\": 1}, \"average_improvement\": 20.0}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 20.0,
"improved_items": [
{
"attempts": 5,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 82,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 81,
"status": "completed"
},
{
"attempts": 2,
"id": 16,
"improvement_applied": 21,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 21,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 33,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 1,
"score_increase": 100
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 7: Found 12 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 7, \"name\": \"Record_007\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 6}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 70, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 59, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 7, \"iteration\": 7}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 7,
"remaining_candidates": 7,
"selected_items": [
{
"attempts": 4,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 70,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 10,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 11,
"name": "Record_016",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 36,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 9, Completed: 16\n Average Score: 79.5 (Threshold: 80)\n Completion: 64.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 9, \"completed\": 16, \"avg_score\": 79.48, \"completion_pct\": 64.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 82, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 7}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 93, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 7}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 81, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 7}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 91, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 33, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 9, \"processed_items\": 16, \"total_score\": 1987, \"average_score\": 79.48, \"reprocessing_count\": 3, \"should_continue\": true, \"completion_percentage\": 64.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 79.48,
"completed": 16,
"completion_pct": 64.0,
"pending": 9,
"should_continue": true
}
},
"state_updates": {
"average_score": 79.48,
"completion_percentage": 64.0,
"pending_items": 9,
"processed_items": 16,
"reprocessing_count": 3,
"should_continue": true,
"total_score": 1987,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 5,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 81,
"status": "completed"
},
{
"attempts": 2,
"id": 16,
"improvement_applied": 21,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 21,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 33,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 7,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 15.2\nCompleted: 2, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 16, \"name\": \"Record_016\", \"score\": 81, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 24, \"processed_in_iteration\": 8}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 40, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 8}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 24, \"processed_in_iteration\": 8}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 57, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 8}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 8}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 2, \"score_increase\": 76, \"reprocessing_needed\": 2}, \"average_improvement\": 15.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 15.2,
"improved_items": [
{
"attempts": 3,
"id": 16,
"improvement_applied": 24,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 81,
"status": "completed"
},
{
"attempts": 2,
"id": 18,
"improvement_applied": 7,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 40,
"status": "pending"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 24,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 11,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 10,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 66,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 2,
"items_improved": 5,
"reprocessing_needed": 2,
"score_increase": 76
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 8: Found 9 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 16, \"name\": \"Record_016\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 33, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 4, \"iteration\": 8}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 8,
"remaining_candidates": 4,
"selected_items": [
{
"attempts": 2,
"id": 16,
"improvement_applied": 21,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 21,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 33,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 7, Completed: 18\n Average Score: 82.5 (Threshold: 80)\n Completion: 72.0%\n Should Continue: False\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 7, \"completed\": 18, \"avg_score\": 82.52, \"completion_pct\": 72.0, \"should_continue\": false}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 82, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 7}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 93, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 7}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 81, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 7}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 81, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 24, \"processed_in_iteration\": 8}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 91, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 40, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 8}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 24, \"processed_in_iteration\": 8}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 57, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 8}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 8}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 7, \"processed_items\": 18, \"total_score\": 2063, \"average_score\": 82.52, \"reprocessing_count\": 3, \"should_continue\": false, \"completion_percentage\": 72.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 82.52,
"completed": 18,
"completion_pct": 72.0,
"pending": 7,
"should_continue": false
}
},
"state_updates": {
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{
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{
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},
{
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{
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{
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},
{
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{
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"score": 100,
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},
{
"attempts": 1,
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"name": "Record_009",
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"status": "completed"
},
{
"attempts": 1,
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"score": 89,
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},
{
"attempts": 1,
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{
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{
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{
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{
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},
{
"attempts": 3,
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},
{
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{
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{
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},
{
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{
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},
{
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},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
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},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
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"status": "pending"
},
{
"attempts": 0,
"id": 25,
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}
]
},
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}
}
}
],
"iterations_completed": 8
},
"output": "Loop completed after 8 iterations",
"status": "completed"
},
"duration_seconds": 1.859838,
"end_time": "2025-07-22T11:18:27.888901",
"message_sent": true,
"start_time": "2025-07-22T11:18:26.029063",
"timestamp": "2025-07-22T11:18:27.888901",
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},
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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},
{
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},
{
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},
{
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},
{
"attempts": 0,
"id": 25,
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}
]
},
"iterations_completed": 8,
"loop_result": {
"exit_reason": "exit_condition",
"final_state": {
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"batch_size": 5,
"completion_percentage": 72.0,
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"processing_threshold": 80,
"reprocessing_count": 3,
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"total_score": 2063,
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{
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{
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{
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},
{
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},
{
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"score": 83,
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},
{
"attempts": 5,
"id": 7,
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"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
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"name": "Record_008",
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"score": 100,
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},
{
"attempts": 1,
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},
{
"attempts": 1,
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},
{
"attempts": 1,
"id": 11,
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},
{
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"status": "completed"
},
{
"attempts": 1,
"id": 13,
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"name": "Record_013",
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"score": 95,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 15,
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"name": "Record_015",
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"score": 81,
"status": "completed"
},
{
"attempts": 3,
"id": 16,
"improvement_applied": 24,
"name": "Record_016",
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"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 17,
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"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 18,
"improvement_applied": 7,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 40,
"status": "pending"
},
{
"attempts": 1,
"id": 19,
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"name": "Record_019",
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"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
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"name": "Record_020",
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"status": "pending"
},
{
"attempts": 1,
"id": 21,
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"name": "Record_021",
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"score": 66,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
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"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
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}
]
},
"iteration_results": [
{
"iteration": 0,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 16.4\nCompleted: 1, Still need reprocessing: 3\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 56, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 1}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 18, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 39, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 79, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 1}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 82, \"reprocessing_needed\": 3}, \"average_improvement\": 16.4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 16.4,
"improved_items": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 21,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 56,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 18,
"name": "Record_003",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 77,
"status": "pending"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 12,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 79,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 1,
"items_improved": 5,
"reprocessing_needed": 3,
"score_increase": 82
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "Initialized pending_items to 25 from dataset of 25 items\n__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {\"pending_items\": 25}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {
"pending_items": 25
},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 1: Found 25 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 35, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 59, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 28, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 20, \"iteration\": 1}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 1,
"remaining_candidates": 20,
"selected_items": [
{
"attempts": 0,
"id": 1,
"name": "Record_001",
"needs_reprocessing": false,
"score": 35,
"status": "pending"
},
{
"attempts": 0,
"id": 2,
"name": "Record_002",
"needs_reprocessing": true,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 3,
"name": "Record_003",
"needs_reprocessing": true,
"score": 59,
"status": "pending"
},
{
"attempts": 0,
"id": 4,
"name": "Record_004",
"needs_reprocessing": true,
"score": 28,
"status": "pending"
},
{
"attempts": 0,
"id": 5,
"name": "Record_005",
"needs_reprocessing": true,
"score": 67,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 24, Completed: 1\n Average Score: 62.6 (Threshold: 80)\n Completion: 4.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 24, \"completed\": 1, \"avg_score\": 62.56, \"completion_pct\": 4.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 56, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 1}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 18, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 39, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 79, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 54, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 14, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 24, \"processed_items\": 1, \"total_score\": 1564, \"average_score\": 62.56, \"reprocessing_count\": 10, \"should_continue\": true, \"completion_percentage\": 4.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 62.56,
"completed": 1,
"completion_pct": 4.0,
"pending": 24,
"should_continue": true
}
},
"state_updates": {
"average_score": 62.56,
"completion_percentage": 4.0,
"pending_items": 24,
"processed_items": 1,
"reprocessing_count": 10,
"should_continue": true,
"total_score": 1564,
"working_dataset": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 21,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 56,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 18,
"name": "Record_003",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 77,
"status": "pending"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 12,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 79,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": false,
"score": 54,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": false,
"score": 14,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 1,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 13.0\nCompleted: 2, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 74, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 2}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 46, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 67, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 2}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 2, \"score_increase\": 65, \"reprocessing_needed\": 2}, \"average_improvement\": 13.0}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 13.0,
"improved_items": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 18,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 74,
"status": "pending"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 2,
"id": 4,
"improvement_applied": 7,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 46,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 67,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 2,
"items_improved": 5,
"reprocessing_needed": 2,
"score_increase": 65
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 2: Found 24 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 56, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 18, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 39, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 79, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 54, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 19, \"iteration\": 2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 2,
"remaining_candidates": 19,
"selected_items": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 21,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 56,
"status": "pending"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 18,
"name": "Record_003",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 77,
"status": "pending"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 12,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 79,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": false,
"score": 54,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 22, Completed: 3\n Average Score: 65.2 (Threshold: 80)\n Completion: 12.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 22, \"completed\": 3, \"avg_score\": 65.16, \"completion_pct\": 12.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 74, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 2}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 46, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 67, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 14, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 22, \"processed_items\": 3, \"total_score\": 1629, \"average_score\": 65.16, \"reprocessing_count\": 9, \"should_continue\": true, \"completion_percentage\": 12.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 65.16,
"completed": 3,
"completion_pct": 12.0,
"pending": 22,
"should_continue": true
}
},
"state_updates": {
"average_score": 65.16,
"completion_percentage": 12.0,
"pending_items": 22,
"processed_items": 3,
"reprocessing_count": 9,
"should_continue": true,
"total_score": 1629,
"working_dataset": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 18,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 74,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 2,
"id": 4,
"improvement_applied": 7,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 46,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": false,
"score": 14,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 2,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 16.4\nCompleted: 3, Still need reprocessing: 0\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 60, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 3}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 26, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 3}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 82, \"reprocessing_needed\": 0}, \"average_improvement\": 16.4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 16.4,
"improved_items": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 3,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 12,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 26,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 0,
"score_increase": 82
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 3: Found 22 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 74, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 46, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 67, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 14, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 17, \"iteration\": 3}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 3,
"remaining_candidates": 17,
"selected_items": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 18,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 74,
"status": "pending"
},
{
"attempts": 2,
"id": 4,
"improvement_applied": 7,
"name": "Record_004",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 46,
"status": "pending"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": true,
"processed_in_iteration": 2,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": false,
"score": 14,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 19, Completed: 6\n Average Score: 68.1 (Threshold: 80)\n Completion: 24.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 19, \"completed\": 6, \"avg_score\": 68.12, \"completion_pct\": 24.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 60, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 3}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 26, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 3}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 19, \"processed_items\": 6, \"total_score\": 1703, \"average_score\": 68.12, \"reprocessing_count\": 6, \"should_continue\": true, \"completion_percentage\": 24.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 68.12,
"completed": 6,
"completion_pct": 24.0,
"pending": 19,
"should_continue": true
}
},
"state_updates": {
"average_score": 68.12,
"completion_percentage": 24.0,
"pending_items": 19,
"processed_items": 6,
"reprocessing_count": 6,
"should_continue": true,
"total_score": 1703,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 3,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 12,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 26,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 3,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 9.0\nCompleted: 3, Still need reprocessing: 0\n__OUTPUTS__ {\"improved_items\": [{\"id\": 4, \"name\": \"Record_004\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 39, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 45, \"reprocessing_needed\": 0}, \"average_improvement\": 9.0}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 9.0,
"improved_items": [
{
"attempts": 4,
"id": 4,
"improvement_applied": 9,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 0,
"score_increase": 45
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 4: Found 19 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 4, \"name\": \"Record_004\", \"score\": 60, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 26, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 89, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 14, \"iteration\": 4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 4,
"remaining_candidates": 14,
"selected_items": [
{
"attempts": 3,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 12,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 26,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 89,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 16, Completed: 9\n Average Score: 69.9 (Threshold: 80)\n Completion: 36.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 16, \"completed\": 9, \"avg_score\": 69.92, \"completion_pct\": 36.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 39, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 16, \"processed_items\": 9, \"total_score\": 1748, \"average_score\": 69.92, \"reprocessing_count\": 5, \"should_continue\": true, \"completion_percentage\": 36.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 69.92,
"completed": 9,
"completion_pct": 36.0,
"pending": 16,
"should_continue": true
}
},
"state_updates": {
"average_score": 69.92,
"completion_percentage": 36.0,
"pending_items": 16,
"processed_items": 9,
"reprocessing_count": 5,
"should_continue": true,
"total_score": 1748,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 4,
"id": 4,
"improvement_applied": 9,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 2,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 39,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 4,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 14.2\nCompleted: 3, Still need reprocessing: 1\n__OUTPUTS__ {\"improved_items\": [{\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 54, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 49, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 5}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 71, \"reprocessing_needed\": 1}, \"average_improvement\": 14.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 14.2,
"improved_items": [
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 3,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 54,
"status": "pending"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 19,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 49,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 1,
"score_increase": 71
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 5: Found 16 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 4, \"name\": \"Record_004\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 39, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 77, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 30, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 11, \"iteration\": 5}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 5,
"remaining_candidates": 11,
"selected_items": [
{
"attempts": 4,
"id": 4,
"improvement_applied": 9,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": true,
"score": 30,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 13, Completed: 12\n Average Score: 72.8 (Threshold: 80)\n Completion: 48.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 13, \"completed\": 12, \"avg_score\": 72.76, \"completion_pct\": 48.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 54, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 49, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 5}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 13, \"processed_items\": 12, \"total_score\": 1819, \"average_score\": 72.76, \"reprocessing_count\": 4, \"should_continue\": true, \"completion_percentage\": 48.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 72.76,
"completed": 12,
"completion_pct": 48.0,
"pending": 13,
"should_continue": true
}
},
"state_updates": {
"average_score": 72.76,
"completion_percentage": 48.0,
"pending_items": 13,
"processed_items": 12,
"reprocessing_count": 4,
"should_continue": true,
"total_score": 1819,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 3,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 54,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 19,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 5,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 13.6\nCompleted: 1, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 7, \"name\": \"Record_007\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 6}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 70, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 59, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 91, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 6}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 68, \"reprocessing_needed\": 2}, \"average_improvement\": 13.6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 13.6,
"improved_items": [
{
"attempts": 4,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 70,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 10,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 11,
"name": "Record_016",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 36,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 1,
"items_improved": 5,
"reprocessing_needed": 2,
"score_increase": 68
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 6: Found 13 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 7, \"name\": \"Record_007\", \"score\": 54, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 49, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 5}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 49, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 8, \"iteration\": 6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 6,
"remaining_candidates": 8,
"selected_items": [
{
"attempts": 3,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 54,
"status": "pending"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 19,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 49,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": false,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 12, Completed: 13\n Average Score: 75.5 (Threshold: 80)\n Completion: 52.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 12, \"completed\": 13, \"avg_score\": 75.48, \"completion_pct\": 52.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 6}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 70, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 59, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 91, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 12, \"processed_items\": 13, \"total_score\": 1887, \"average_score\": 75.48, \"reprocessing_count\": 5, \"should_continue\": true, \"completion_percentage\": 52.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 75.48,
"completed": 13,
"completion_pct": 52.0,
"pending": 12,
"should_continue": true
}
},
"state_updates": {
"average_score": 75.48,
"completion_percentage": 52.0,
"pending_items": 12,
"processed_items": 13,
"reprocessing_count": 5,
"should_continue": true,
"total_score": 1887,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 4,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 70,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 10,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 11,
"name": "Record_016",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 36,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 6,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 20.0\nCompleted: 3, Still need reprocessing: 1\n__OUTPUTS__ {\"improved_items\": [{\"id\": 7, \"name\": \"Record_007\", \"score\": 82, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 7}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 93, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 7}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 81, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 7}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 33, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 100, \"reprocessing_needed\": 1}, \"average_improvement\": 20.0}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 20.0,
"improved_items": [
{
"attempts": 5,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 82,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 81,
"status": "completed"
},
{
"attempts": 2,
"id": 16,
"improvement_applied": 21,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 21,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 33,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 1,
"score_increase": 100
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 7: Found 12 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 7, \"name\": \"Record_007\", \"score\": 69, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 6}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 70, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 59, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 12, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 7, \"iteration\": 7}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 7,
"remaining_candidates": 7,
"selected_items": [
{
"attempts": 4,
"id": 7,
"improvement_applied": 15,
"name": "Record_007",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 69,
"status": "pending"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 70,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 10,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 11,
"name": "Record_016",
"needs_reprocessing": true,
"processed_in_iteration": 6,
"score": 36,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 12,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 9, Completed: 16\n Average Score: 79.5 (Threshold: 80)\n Completion: 64.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 9, \"completed\": 16, \"avg_score\": 79.48, \"completion_pct\": 64.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 82, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 7}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 93, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 7}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 81, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 7}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 91, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 33, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 9, \"processed_items\": 16, \"total_score\": 1987, \"average_score\": 79.48, \"reprocessing_count\": 3, \"should_continue\": true, \"completion_percentage\": 64.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 79.48,
"completed": 16,
"completion_pct": 64.0,
"pending": 9,
"should_continue": true
}
},
"state_updates": {
"average_score": 79.48,
"completion_percentage": 64.0,
"pending_items": 9,
"processed_items": 16,
"reprocessing_count": 3,
"should_continue": true,
"total_score": 1987,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 5,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 81,
"status": "completed"
},
{
"attempts": 2,
"id": 16,
"improvement_applied": 21,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 21,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 33,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 7,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 15.2\nCompleted: 2, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 16, \"name\": \"Record_016\", \"score\": 81, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 24, \"processed_in_iteration\": 8}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 40, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 8}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 24, \"processed_in_iteration\": 8}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 57, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 8}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 8}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 2, \"score_increase\": 76, \"reprocessing_needed\": 2}, \"average_improvement\": 15.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 15.2,
"improved_items": [
{
"attempts": 3,
"id": 16,
"improvement_applied": 24,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 81,
"status": "completed"
},
{
"attempts": 2,
"id": 18,
"improvement_applied": 7,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 40,
"status": "pending"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 24,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 11,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 10,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 66,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 2,
"items_improved": 5,
"reprocessing_needed": 2,
"score_increase": 76
}
},
"state_updates": {},
"status": "completed"
},
"initialize_while_state": {
"output": "__OUTPUTS__ {\"initialization_complete\": true}\n__STATE_UPDATES__ {}\n",
"outputs": {
"initialization_complete": true
},
"state_updates": {},
"status": "completed"
},
"select_while_items": {
"output": "While-Loop Iteration 8: Found 9 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 16, \"name\": \"Record_016\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 33, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 56, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 4, \"iteration\": 8}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 8,
"remaining_candidates": 4,
"selected_items": [
{
"attempts": 2,
"id": 16,
"improvement_applied": 21,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 21,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 33,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": false,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": true,
"score": 56,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 7, Completed: 18\n Average Score: 82.5 (Threshold: 80)\n Completion: 72.0%\n Should Continue: False\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 7, \"completed\": 18, \"avg_score\": 82.52, \"completion_pct\": 72.0, \"should_continue\": false}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 99, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 84, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 80, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 5}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 99, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 83, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 82, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 7}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 15, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 82, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 83, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 95, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 93, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 7}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 81, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 7}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 81, \"status\": \"completed\", \"attempts\": 3, \"needs_reprocessing\": false, \"improvement_applied\": 24, \"processed_in_iteration\": 8}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 91, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 11, \"processed_in_iteration\": 6}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 40, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 8}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 96, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 24, \"processed_in_iteration\": 8}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 57, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 8}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 8}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 75, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 73, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 7, \"processed_items\": 18, \"total_score\": 2063, \"average_score\": 82.52, \"reprocessing_count\": 3, \"should_continue\": false, \"completion_percentage\": 72.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 82.52,
"completed": 18,
"completion_pct": 72.0,
"pending": 7,
"should_continue": false
}
},
"state_updates": {
"average_score": 82.52,
"completion_percentage": 72.0,
"pending_items": 7,
"processed_items": 18,
"reprocessing_count": 3,
"should_continue": false,
"total_score": 2063,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 25,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 99,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 20,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 95,
"status": "completed"
},
{
"attempts": 2,
"id": 3,
"improvement_applied": 7,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 84,
"status": "completed"
},
{
"attempts": 5,
"id": 4,
"improvement_applied": 11,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 80,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 20,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 99,
"status": "completed"
},
{
"attempts": 2,
"id": 6,
"improvement_applied": 16,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 83,
"status": "completed"
},
{
"attempts": 5,
"id": 7,
"improvement_applied": 13,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 15,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 9,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 7,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 82,
"status": "completed"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 83,
"status": "completed"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 18,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 95,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 81,
"status": "completed"
},
{
"attempts": 3,
"id": 16,
"improvement_applied": 24,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 11,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 18,
"improvement_applied": 7,
"name": "Record_018",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 40,
"status": "pending"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 24,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 96,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 11,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 10,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 66,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": false,
"score": 75,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 73,
"status": "pending"
}
]
},
"status": "completed"
}
}
}
],
"iterations_completed": 8
},
"output": "Loop completed after 8 iterations",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "while_loop_processor"
}
}
Task Executions
initialize_datasets
COMPLETED
Started: 2025-07-22 11:18:22
Duration: Calculating...
Task Output
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for_loop_processor
COMPLETED
Started: 2025-07-22 11:18:22
Duration: Calculating...
Task Output
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while_loop_processor
COMPLETED
Started: 2025-07-22 11:18:22
Duration: Calculating...
Task Output
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generate_comparison_report
COMPLETED
Started: 2025-07-22 11:18:22
Duration: Calculating...
Task Output
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Generated Files
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Total Files: 0
Last Updated: Never
No files were generated during this execution.
Execution Logs
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Total Logs: 0
Last Updated: Never
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