Execution Details COMPLETED
Comprehensive Loop Examples V2 - Fixed Dataset References
Execution Information
Execution ID: 59932fb4-c9b7-4a4a-8deb-853670d92766
Workflow ID:
comprehensive_loop_examples_v2_fixed
Status: COMPLETED
Started: 2025-07-28 10:04:13
Completed: N/A
Duration:
Quick Actions
Execution Inputs
{
"EXECUTION_ID": "59932fb4-c9b7-4a4a-8deb-853670d92766",
"batch_size": 5,
"dataset_size": 25,
"execution_id": "59932fb4-c9b7-4a4a-8deb-853670d92766",
"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: 2025-07-28 10:04:13
Ended: 2025-07-28 10:04:19
Status: SUCCESS
Ended: 2025-07-28 10:04:19
Status: SUCCESS
Task Results & Logs
for_loop_processor
COMPLETED
Duration:
Calculating...
Dependencies: No
Dependencies: No
Thread: N/A
Started: 10:04:14
Started: 10:04:14
initialize_datasets
COMPLETED
Duration:
Calculating...
Dependencies: No
Dependencies: No
Thread: N/A
Started: 10:04:14
Started: 10:04:14
while_loop_processor
COMPLETED
Duration:
Calculating...
Dependencies: No
Dependencies: No
Thread: N/A
Started: 10:04:17
Started: 10:04:17
generate_comparison_report
COMPLETED
Duration:
Calculating...
Dependencies: No
Dependencies: No
Thread: N/A
Started: 10:04:19
Started: 10:04:19
Complete Execution Output (JSON):
{
"execution_summary": {
"completed_tasks": 4,
"dependencies_detected": false,
"end_time": "2025-07-28T10:04:19.485795",
"execution_mode": "distributed",
"start_time": "2025-07-28T10:04:13.652571",
"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": 4
},
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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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"total_value_sum": 1311.2000000000003
},
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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\": 52, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 2, \"name\": \"Item_002\", \"value\": 51, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 3, \"name\": \"Item_003\", \"value\": 66, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 4, \"name\": \"Item_004\", \"value\": 78, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 5, \"name\": \"Item_005\", \"value\": 92, \"category\": \"Alpha\", \"priority\": \"Medium\"}], \"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": "Gamma",
"id": 1,
"name": "Item_001",
"priority": "Low",
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{
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"value": 51
},
{
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{
"category": "Delta",
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{
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],
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},
"state_updates": {},
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"process_for_batch": {
"output": "Processed 5 items in batch 1\nBatch total value: 372.90\n__OUTPUTS__ {\"processed_items\": [{\"id\": 1, \"name\": \"Item_001\", \"original_value\": 52, \"processed_value\": 57.2, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 62}, {\"id\": 2, \"name\": \"Item_002\", \"original_value\": 51, \"processed_value\": 56.1, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 1, \"quality_score\": 61}, {\"id\": 3, \"name\": \"Item_003\", \"original_value\": 66, \"processed_value\": 72.60000000000001, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 76}, {\"id\": 4, \"name\": \"Item_004\", \"original_value\": 78, \"processed_value\": 85.80000000000001, \"category\": \"Delta\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 88}, {\"id\": 5, \"name\": \"Item_005\", \"original_value\": 92, \"processed_value\": 101.2, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 1, \"quality_score\": 100}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 372.90000000000003, \"average_value\": 74.58000000000001, \"category_distribution\": {\"Gamma\": 1, \"Alpha\": 3, \"Delta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 74.58000000000001,
"category_distribution": {
"Alpha": 3,
"Delta": 1,
"Gamma": 1
},
"items_processed": 5,
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{
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"id": 2,
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"quality_score": 61
},
{
"category": "Alpha",
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"priority": "Low",
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"quality_score": 76
},
{
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{
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"processed_value": 101.2,
"quality_score": 100
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 5 items processed across 1 batches\nRunning average value: 74.58\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 5, \"running_average\": 74.58000000000001, \"batch_number\": 1}}\n__STATE_UPDATES__ {\"total_processed\": 5, \"total_value_sum\": 372.90000000000003, \"category_counts\": {\"Gamma\": 1, \"Alpha\": 3, \"Delta\": 1}, \"average_value\": 74.58000000000001, \"batches_completed\": 1}\n",
"outputs": {
"batch_progress": {
"batch_number": 1,
"items_this_batch": 5,
"running_average": 74.58000000000001,
"total_items_so_far": 5
}
},
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"Gamma": 1
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"total_value_sum": 372.90000000000003
},
"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\": 75, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 7, \"name\": \"Item_007\", \"value\": 8, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 8, \"name\": \"Item_008\", \"value\": 14, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 9, \"name\": \"Item_009\", \"value\": 67, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 10, \"name\": \"Item_010\", \"value\": 1, \"category\": \"Gamma\", \"priority\": \"Medium\"}], \"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": "Alpha",
"id": 6,
"name": "Item_006",
"priority": "High",
"value": 75
},
{
"category": "Delta",
"id": 7,
"name": "Item_007",
"priority": "High",
"value": 8
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"priority": "Medium",
"value": 14
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"priority": "Low",
"value": 67
},
{
"category": "Gamma",
"id": 10,
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"priority": "Medium",
"value": 1
}
],
"end_index": 10,
"start_index": 5
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 2\nBatch total value: 181.50\n__OUTPUTS__ {\"processed_items\": [{\"id\": 6, \"name\": \"Item_006\", \"original_value\": 75, \"processed_value\": 82.5, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 2, \"quality_score\": 85}, {\"id\": 7, \"name\": \"Item_007\", \"original_value\": 8, \"processed_value\": 8.8, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 2, \"quality_score\": 18}, {\"id\": 8, \"name\": \"Item_008\", \"original_value\": 14, \"processed_value\": 15.400000000000002, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 2, \"quality_score\": 24}, {\"id\": 9, \"name\": \"Item_009\", \"original_value\": 67, \"processed_value\": 73.7, \"category\": \"Delta\", \"priority\": \"Low\", \"processed_at_batch\": 2, \"quality_score\": 77}, {\"id\": 10, \"name\": \"Item_010\", \"original_value\": 1, \"processed_value\": 1.1, \"category\": \"Gamma\", \"priority\": \"Medium\", \"processed_at_batch\": 2, \"quality_score\": 11}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 181.5, \"average_value\": 36.3, \"category_distribution\": {\"Alpha\": 2, \"Delta\": 2, \"Gamma\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 36.3,
"category_distribution": {
"Alpha": 2,
"Delta": 2,
"Gamma": 1
},
"items_processed": 5,
"total_value": 181.5
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"processed_items": [
{
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"id": 6,
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"priority": "High",
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"quality_score": 85
},
{
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"quality_score": 18
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{
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"processed_value": 15.400000000000002,
"quality_score": 24
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{
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{
"category": "Gamma",
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"quality_score": 11
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]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 10 items processed across 2 batches\nRunning average value: 55.44\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 10, \"running_average\": 55.44000000000001, \"batch_number\": 2}}\n__STATE_UPDATES__ {\"total_processed\": 10, \"total_value_sum\": 554.4000000000001, \"category_counts\": {\"Gamma\": 2, \"Alpha\": 5, \"Delta\": 3}, \"average_value\": 55.44000000000001, \"batches_completed\": 2}\n",
"outputs": {
"batch_progress": {
"batch_number": 2,
"items_this_batch": 5,
"running_average": 55.44000000000001,
"total_items_so_far": 10
}
},
"state_updates": {
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"batches_completed": 2,
"category_counts": {
"Alpha": 5,
"Delta": 3,
"Gamma": 2
},
"total_processed": 10,
"total_value_sum": 554.4000000000001
},
"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\": 87, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 12, \"name\": \"Item_012\", \"value\": 16, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 13, \"name\": \"Item_013\", \"value\": 93, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 14, \"name\": \"Item_014\", \"value\": 20, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 15, \"name\": \"Item_015\", \"value\": 58, \"category\": \"Delta\", \"priority\": \"Low\"}], \"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": "Delta",
"id": 11,
"name": "Item_011",
"priority": "High",
"value": 87
},
{
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"name": "Item_012",
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"value": 16
},
{
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},
{
"category": "Beta",
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"value": 20
},
{
"category": "Delta",
"id": 15,
"name": "Item_015",
"priority": "Low",
"value": 58
}
],
"end_index": 15,
"start_index": 10
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 3\nBatch total value: 301.40\n__OUTPUTS__ {\"processed_items\": [{\"id\": 11, \"name\": \"Item_011\", \"original_value\": 87, \"processed_value\": 95.7, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 3, \"quality_score\": 97}, {\"id\": 12, \"name\": \"Item_012\", \"original_value\": 16, \"processed_value\": 17.6, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 3, \"quality_score\": 26}, {\"id\": 13, \"name\": \"Item_013\", \"original_value\": 93, \"processed_value\": 102.30000000000001, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 3, \"quality_score\": 100}, {\"id\": 14, \"name\": \"Item_014\", \"original_value\": 20, \"processed_value\": 22.0, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 3, \"quality_score\": 30}, {\"id\": 15, \"name\": \"Item_015\", \"original_value\": 58, \"processed_value\": 63.800000000000004, \"category\": \"Delta\", \"priority\": \"Low\", \"processed_at_batch\": 3, \"quality_score\": 68}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 301.40000000000003, \"average_value\": 60.28000000000001, \"category_distribution\": {\"Delta\": 2, \"Alpha\": 1, \"Beta\": 2}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 60.28000000000001,
"category_distribution": {
"Alpha": 1,
"Beta": 2,
"Delta": 2
},
"items_processed": 5,
"total_value": 301.40000000000003
},
"processed_items": [
{
"category": "Delta",
"id": 11,
"name": "Item_011",
"original_value": 87,
"priority": "High",
"processed_at_batch": 3,
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"quality_score": 97
},
{
"category": "Alpha",
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"priority": "Medium",
"processed_at_batch": 3,
"processed_value": 17.6,
"quality_score": 26
},
{
"category": "Beta",
"id": 13,
"name": "Item_013",
"original_value": 93,
"priority": "Low",
"processed_at_batch": 3,
"processed_value": 102.30000000000001,
"quality_score": 100
},
{
"category": "Beta",
"id": 14,
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"original_value": 20,
"priority": "Low",
"processed_at_batch": 3,
"processed_value": 22.0,
"quality_score": 30
},
{
"category": "Delta",
"id": 15,
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"priority": "Low",
"processed_at_batch": 3,
"processed_value": 63.800000000000004,
"quality_score": 68
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 15 items processed across 3 batches\nRunning average value: 57.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 15, \"running_average\": 57.05333333333335, \"batch_number\": 3}}\n__STATE_UPDATES__ {\"total_processed\": 15, \"total_value_sum\": 855.8000000000002, \"category_counts\": {\"Gamma\": 2, \"Alpha\": 6, \"Delta\": 5, \"Beta\": 2}, \"average_value\": 57.05333333333335, \"batches_completed\": 3}\n",
"outputs": {
"batch_progress": {
"batch_number": 3,
"items_this_batch": 5,
"running_average": 57.05333333333335,
"total_items_so_far": 15
}
},
"state_updates": {
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"batches_completed": 3,
"category_counts": {
"Alpha": 6,
"Beta": 2,
"Delta": 5,
"Gamma": 2
},
"total_processed": 15,
"total_value_sum": 855.8000000000002
},
"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\": 6, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 17, \"name\": \"Item_017\", \"value\": 66, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 18, \"name\": \"Item_018\", \"value\": 64, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 19, \"name\": \"Item_019\", \"value\": 21, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 20, \"name\": \"Item_020\", \"value\": 48, \"category\": \"Delta\", \"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": "Alpha",
"id": 16,
"name": "Item_016",
"priority": "Medium",
"value": 6
},
{
"category": "Delta",
"id": 17,
"name": "Item_017",
"priority": "High",
"value": 66
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"priority": "Low",
"value": 64
},
{
"category": "Beta",
"id": 19,
"name": "Item_019",
"priority": "High",
"value": 21
},
{
"category": "Delta",
"id": 20,
"name": "Item_020",
"priority": "Medium",
"value": 48
}
],
"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: 225.50\n__OUTPUTS__ {\"processed_items\": [{\"id\": 16, \"name\": \"Item_016\", \"original_value\": 6, \"processed_value\": 6.6000000000000005, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 4, \"quality_score\": 16}, {\"id\": 17, \"name\": \"Item_017\", \"original_value\": 66, \"processed_value\": 72.60000000000001, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 76}, {\"id\": 18, \"name\": \"Item_018\", \"original_value\": 64, \"processed_value\": 70.4, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 4, \"quality_score\": 74}, {\"id\": 19, \"name\": \"Item_019\", \"original_value\": 21, \"processed_value\": 23.1, \"category\": \"Beta\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 31}, {\"id\": 20, \"name\": \"Item_020\", \"original_value\": 48, \"processed_value\": 52.800000000000004, \"category\": \"Delta\", \"priority\": \"Medium\", \"processed_at_batch\": 4, \"quality_score\": 58}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 225.50000000000003, \"average_value\": 45.10000000000001, \"category_distribution\": {\"Alpha\": 2, \"Delta\": 2, \"Beta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 45.10000000000001,
"category_distribution": {
"Alpha": 2,
"Beta": 1,
"Delta": 2
},
"items_processed": 5,
"total_value": 225.50000000000003
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"processed_items": [
{
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"quality_score": 16
},
{
"category": "Delta",
"id": 17,
"name": "Item_017",
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"priority": "High",
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"processed_value": 72.60000000000001,
"quality_score": 76
},
{
"category": "Alpha",
"id": 18,
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"processed_value": 70.4,
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},
{
"category": "Beta",
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"quality_score": 31
},
{
"category": "Delta",
"id": 20,
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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: 54.07\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 20, \"running_average\": 54.06500000000001, \"batch_number\": 4}}\n__STATE_UPDATES__ {\"total_processed\": 20, \"total_value_sum\": 1081.3000000000002, \"category_counts\": {\"Gamma\": 2, \"Alpha\": 8, \"Delta\": 7, \"Beta\": 3}, \"average_value\": 54.06500000000001, \"batches_completed\": 4}\n",
"outputs": {
"batch_progress": {
"batch_number": 4,
"items_this_batch": 5,
"running_average": 54.06500000000001,
"total_items_so_far": 20
}
},
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"category_counts": {
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"total_value_sum": 1081.3000000000002
},
"status": "completed"
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{
"iteration": 4,
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"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\": 92, \"category\": \"Gamma\", \"priority\": \"High\"}, {\"id\": 22, \"name\": \"Item_022\", \"value\": 61, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 23, \"name\": \"Item_023\", \"value\": 1, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 24, \"name\": \"Item_024\", \"value\": 52, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 25, \"name\": \"Item_025\", \"value\": 3, \"category\": \"Gamma\", \"priority\": \"Low\"}], \"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": [
{
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{
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},
{
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},
{
"category": "Alpha",
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},
{
"category": "Gamma",
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],
"end_index": 25,
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"process_for_batch": {
"output": "Processed 5 items in batch 5\nBatch total value: 229.90\n__OUTPUTS__ {\"processed_items\": [{\"id\": 21, \"name\": \"Item_021\", \"original_value\": 92, \"processed_value\": 101.2, \"category\": \"Gamma\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 100}, {\"id\": 22, \"name\": \"Item_022\", \"original_value\": 61, \"processed_value\": 67.10000000000001, \"category\": \"Beta\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 71}, {\"id\": 23, \"name\": \"Item_023\", \"original_value\": 1, \"processed_value\": 1.1, \"category\": \"Beta\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 11}, {\"id\": 24, \"name\": \"Item_024\", \"original_value\": 52, \"processed_value\": 57.2, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 5, \"quality_score\": 62}, {\"id\": 25, \"name\": \"Item_025\", \"original_value\": 3, \"processed_value\": 3.3000000000000003, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 5, \"quality_score\": 13}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 229.90000000000003, \"average_value\": 45.980000000000004, \"category_distribution\": {\"Gamma\": 2, \"Beta\": 2, \"Alpha\": 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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]
},
"state_updates": {},
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"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 5 batches\nRunning average value: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 5}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 5}\n",
"outputs": {
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},
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},
{
"iteration": 5,
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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",
"outputs": {
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"outputs": {
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"state_updates": {},
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"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 6 batches\nRunning average value: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 6}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 6}\n",
"outputs": {
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},
{
"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": {
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"outputs": {
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},
"state_updates": {},
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"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 7 batches\nRunning average value: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 7}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"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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"outputs": {
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"output": "For-Loop Progress: 25 items processed across 8 batches\nRunning average value: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 8}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"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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"current_batch": [],
"end_index": 25,
"start_index": 40
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"outputs": {
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"processed_items": []
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"state_updates": {},
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"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 9 batches\nRunning average value: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 9}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"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",
"outputs": {
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"outputs": {
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"output": "For-Loop Progress: 25 items processed across 10 batches\nRunning average value: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 10}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 10}\n",
"outputs": {
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}
],
"iterations_completed": 10
},
"output": "Loop completed after 10 iterations",
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},
"duration_seconds": 2.923627,
"end_time": "2025-07-28T10:04:17.189994",
"message_sent": true,
"start_time": "2025-07-28T10:04:14.266367",
"timestamp": "2025-07-28T10:04:17.189994",
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{
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},
"iterations_completed": 10,
"loop_result": {
"exit_reason": "max_iterations",
"final_state": {
"average_value": 52.44800000000001,
"batch_size": 5,
"batches_completed": 10,
"category_counts": {
"Alpha": 9,
"Beta": 5,
"Delta": 7,
"Gamma": 4
},
"for_loop_dataset": [
{
"category": "Gamma",
"id": 1,
"name": "Item_001",
"priority": "Low",
"value": 52
},
{
"category": "Alpha",
"id": 2,
"name": "Item_002",
"priority": "Medium",
"value": 51
},
{
"category": "Alpha",
"id": 3,
"name": "Item_003",
"priority": "Low",
"value": 66
},
{
"category": "Delta",
"id": 4,
"name": "Item_004",
"priority": "Low",
"value": 78
},
{
"category": "Alpha",
"id": 5,
"name": "Item_005",
"priority": "Medium",
"value": 92
},
{
"category": "Alpha",
"id": 6,
"name": "Item_006",
"priority": "High",
"value": 75
},
{
"category": "Delta",
"id": 7,
"name": "Item_007",
"priority": "High",
"value": 8
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"priority": "Medium",
"value": 14
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"priority": "Low",
"value": 67
},
{
"category": "Gamma",
"id": 10,
"name": "Item_010",
"priority": "Medium",
"value": 1
},
{
"category": "Delta",
"id": 11,
"name": "Item_011",
"priority": "High",
"value": 87
},
{
"category": "Alpha",
"id": 12,
"name": "Item_012",
"priority": "Medium",
"value": 16
},
{
"category": "Beta",
"id": 13,
"name": "Item_013",
"priority": "Low",
"value": 93
},
{
"category": "Beta",
"id": 14,
"name": "Item_014",
"priority": "Low",
"value": 20
},
{
"category": "Delta",
"id": 15,
"name": "Item_015",
"priority": "Low",
"value": 58
},
{
"category": "Alpha",
"id": 16,
"name": "Item_016",
"priority": "Medium",
"value": 6
},
{
"category": "Delta",
"id": 17,
"name": "Item_017",
"priority": "High",
"value": 66
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"priority": "Low",
"value": 64
},
{
"category": "Beta",
"id": 19,
"name": "Item_019",
"priority": "High",
"value": 21
},
{
"category": "Delta",
"id": 20,
"name": "Item_020",
"priority": "Medium",
"value": 48
},
{
"category": "Gamma",
"id": 21,
"name": "Item_021",
"priority": "High",
"value": 92
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"priority": "High",
"value": 61
},
{
"category": "Beta",
"id": 23,
"name": "Item_023",
"priority": "High",
"value": 1
},
{
"category": "Alpha",
"id": 24,
"name": "Item_024",
"priority": "Low",
"value": 52
},
{
"category": "Gamma",
"id": 25,
"name": "Item_025",
"priority": "Low",
"value": 3
}
],
"last_iteration": 0,
"total_processed": 25,
"total_value_sum": 1311.2000000000003
},
"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\": 52, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 2, \"name\": \"Item_002\", \"value\": 51, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 3, \"name\": \"Item_003\", \"value\": 66, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 4, \"name\": \"Item_004\", \"value\": 78, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 5, \"name\": \"Item_005\", \"value\": 92, \"category\": \"Alpha\", \"priority\": \"Medium\"}], \"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": "Gamma",
"id": 1,
"name": "Item_001",
"priority": "Low",
"value": 52
},
{
"category": "Alpha",
"id": 2,
"name": "Item_002",
"priority": "Medium",
"value": 51
},
{
"category": "Alpha",
"id": 3,
"name": "Item_003",
"priority": "Low",
"value": 66
},
{
"category": "Delta",
"id": 4,
"name": "Item_004",
"priority": "Low",
"value": 78
},
{
"category": "Alpha",
"id": 5,
"name": "Item_005",
"priority": "Medium",
"value": 92
}
],
"end_index": 5,
"start_index": 0
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 1\nBatch total value: 372.90\n__OUTPUTS__ {\"processed_items\": [{\"id\": 1, \"name\": \"Item_001\", \"original_value\": 52, \"processed_value\": 57.2, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 62}, {\"id\": 2, \"name\": \"Item_002\", \"original_value\": 51, \"processed_value\": 56.1, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 1, \"quality_score\": 61}, {\"id\": 3, \"name\": \"Item_003\", \"original_value\": 66, \"processed_value\": 72.60000000000001, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 76}, {\"id\": 4, \"name\": \"Item_004\", \"original_value\": 78, \"processed_value\": 85.80000000000001, \"category\": \"Delta\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 88}, {\"id\": 5, \"name\": \"Item_005\", \"original_value\": 92, \"processed_value\": 101.2, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 1, \"quality_score\": 100}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 372.90000000000003, \"average_value\": 74.58000000000001, \"category_distribution\": {\"Gamma\": 1, \"Alpha\": 3, \"Delta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 74.58000000000001,
"category_distribution": {
"Alpha": 3,
"Delta": 1,
"Gamma": 1
},
"items_processed": 5,
"total_value": 372.90000000000003
},
"processed_items": [
{
"category": "Gamma",
"id": 1,
"name": "Item_001",
"original_value": 52,
"priority": "Low",
"processed_at_batch": 1,
"processed_value": 57.2,
"quality_score": 62
},
{
"category": "Alpha",
"id": 2,
"name": "Item_002",
"original_value": 51,
"priority": "Medium",
"processed_at_batch": 1,
"processed_value": 56.1,
"quality_score": 61
},
{
"category": "Alpha",
"id": 3,
"name": "Item_003",
"original_value": 66,
"priority": "Low",
"processed_at_batch": 1,
"processed_value": 72.60000000000001,
"quality_score": 76
},
{
"category": "Delta",
"id": 4,
"name": "Item_004",
"original_value": 78,
"priority": "Low",
"processed_at_batch": 1,
"processed_value": 85.80000000000001,
"quality_score": 88
},
{
"category": "Alpha",
"id": 5,
"name": "Item_005",
"original_value": 92,
"priority": "Medium",
"processed_at_batch": 1,
"processed_value": 101.2,
"quality_score": 100
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 5 items processed across 1 batches\nRunning average value: 74.58\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 5, \"running_average\": 74.58000000000001, \"batch_number\": 1}}\n__STATE_UPDATES__ {\"total_processed\": 5, \"total_value_sum\": 372.90000000000003, \"category_counts\": {\"Gamma\": 1, \"Alpha\": 3, \"Delta\": 1}, \"average_value\": 74.58000000000001, \"batches_completed\": 1}\n",
"outputs": {
"batch_progress": {
"batch_number": 1,
"items_this_batch": 5,
"running_average": 74.58000000000001,
"total_items_so_far": 5
}
},
"state_updates": {
"average_value": 74.58000000000001,
"batches_completed": 1,
"category_counts": {
"Alpha": 3,
"Delta": 1,
"Gamma": 1
},
"total_processed": 5,
"total_value_sum": 372.90000000000003
},
"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\": 75, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 7, \"name\": \"Item_007\", \"value\": 8, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 8, \"name\": \"Item_008\", \"value\": 14, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 9, \"name\": \"Item_009\", \"value\": 67, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 10, \"name\": \"Item_010\", \"value\": 1, \"category\": \"Gamma\", \"priority\": \"Medium\"}], \"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": "Alpha",
"id": 6,
"name": "Item_006",
"priority": "High",
"value": 75
},
{
"category": "Delta",
"id": 7,
"name": "Item_007",
"priority": "High",
"value": 8
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"priority": "Medium",
"value": 14
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"priority": "Low",
"value": 67
},
{
"category": "Gamma",
"id": 10,
"name": "Item_010",
"priority": "Medium",
"value": 1
}
],
"end_index": 10,
"start_index": 5
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 2\nBatch total value: 181.50\n__OUTPUTS__ {\"processed_items\": [{\"id\": 6, \"name\": \"Item_006\", \"original_value\": 75, \"processed_value\": 82.5, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 2, \"quality_score\": 85}, {\"id\": 7, \"name\": \"Item_007\", \"original_value\": 8, \"processed_value\": 8.8, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 2, \"quality_score\": 18}, {\"id\": 8, \"name\": \"Item_008\", \"original_value\": 14, \"processed_value\": 15.400000000000002, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 2, \"quality_score\": 24}, {\"id\": 9, \"name\": \"Item_009\", \"original_value\": 67, \"processed_value\": 73.7, \"category\": \"Delta\", \"priority\": \"Low\", \"processed_at_batch\": 2, \"quality_score\": 77}, {\"id\": 10, \"name\": \"Item_010\", \"original_value\": 1, \"processed_value\": 1.1, \"category\": \"Gamma\", \"priority\": \"Medium\", \"processed_at_batch\": 2, \"quality_score\": 11}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 181.5, \"average_value\": 36.3, \"category_distribution\": {\"Alpha\": 2, \"Delta\": 2, \"Gamma\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 36.3,
"category_distribution": {
"Alpha": 2,
"Delta": 2,
"Gamma": 1
},
"items_processed": 5,
"total_value": 181.5
},
"processed_items": [
{
"category": "Alpha",
"id": 6,
"name": "Item_006",
"original_value": 75,
"priority": "High",
"processed_at_batch": 2,
"processed_value": 82.5,
"quality_score": 85
},
{
"category": "Delta",
"id": 7,
"name": "Item_007",
"original_value": 8,
"priority": "High",
"processed_at_batch": 2,
"processed_value": 8.8,
"quality_score": 18
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"original_value": 14,
"priority": "Medium",
"processed_at_batch": 2,
"processed_value": 15.400000000000002,
"quality_score": 24
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"original_value": 67,
"priority": "Low",
"processed_at_batch": 2,
"processed_value": 73.7,
"quality_score": 77
},
{
"category": "Gamma",
"id": 10,
"name": "Item_010",
"original_value": 1,
"priority": "Medium",
"processed_at_batch": 2,
"processed_value": 1.1,
"quality_score": 11
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 10 items processed across 2 batches\nRunning average value: 55.44\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 10, \"running_average\": 55.44000000000001, \"batch_number\": 2}}\n__STATE_UPDATES__ {\"total_processed\": 10, \"total_value_sum\": 554.4000000000001, \"category_counts\": {\"Gamma\": 2, \"Alpha\": 5, \"Delta\": 3}, \"average_value\": 55.44000000000001, \"batches_completed\": 2}\n",
"outputs": {
"batch_progress": {
"batch_number": 2,
"items_this_batch": 5,
"running_average": 55.44000000000001,
"total_items_so_far": 10
}
},
"state_updates": {
"average_value": 55.44000000000001,
"batches_completed": 2,
"category_counts": {
"Alpha": 5,
"Delta": 3,
"Gamma": 2
},
"total_processed": 10,
"total_value_sum": 554.4000000000001
},
"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\": 87, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 12, \"name\": \"Item_012\", \"value\": 16, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 13, \"name\": \"Item_013\", \"value\": 93, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 14, \"name\": \"Item_014\", \"value\": 20, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 15, \"name\": \"Item_015\", \"value\": 58, \"category\": \"Delta\", \"priority\": \"Low\"}], \"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": "Delta",
"id": 11,
"name": "Item_011",
"priority": "High",
"value": 87
},
{
"category": "Alpha",
"id": 12,
"name": "Item_012",
"priority": "Medium",
"value": 16
},
{
"category": "Beta",
"id": 13,
"name": "Item_013",
"priority": "Low",
"value": 93
},
{
"category": "Beta",
"id": 14,
"name": "Item_014",
"priority": "Low",
"value": 20
},
{
"category": "Delta",
"id": 15,
"name": "Item_015",
"priority": "Low",
"value": 58
}
],
"end_index": 15,
"start_index": 10
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 3\nBatch total value: 301.40\n__OUTPUTS__ {\"processed_items\": [{\"id\": 11, \"name\": \"Item_011\", \"original_value\": 87, \"processed_value\": 95.7, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 3, \"quality_score\": 97}, {\"id\": 12, \"name\": \"Item_012\", \"original_value\": 16, \"processed_value\": 17.6, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 3, \"quality_score\": 26}, {\"id\": 13, \"name\": \"Item_013\", \"original_value\": 93, \"processed_value\": 102.30000000000001, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 3, \"quality_score\": 100}, {\"id\": 14, \"name\": \"Item_014\", \"original_value\": 20, \"processed_value\": 22.0, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 3, \"quality_score\": 30}, {\"id\": 15, \"name\": \"Item_015\", \"original_value\": 58, \"processed_value\": 63.800000000000004, \"category\": \"Delta\", \"priority\": \"Low\", \"processed_at_batch\": 3, \"quality_score\": 68}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 301.40000000000003, \"average_value\": 60.28000000000001, \"category_distribution\": {\"Delta\": 2, \"Alpha\": 1, \"Beta\": 2}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 60.28000000000001,
"category_distribution": {
"Alpha": 1,
"Beta": 2,
"Delta": 2
},
"items_processed": 5,
"total_value": 301.40000000000003
},
"processed_items": [
{
"category": "Delta",
"id": 11,
"name": "Item_011",
"original_value": 87,
"priority": "High",
"processed_at_batch": 3,
"processed_value": 95.7,
"quality_score": 97
},
{
"category": "Alpha",
"id": 12,
"name": "Item_012",
"original_value": 16,
"priority": "Medium",
"processed_at_batch": 3,
"processed_value": 17.6,
"quality_score": 26
},
{
"category": "Beta",
"id": 13,
"name": "Item_013",
"original_value": 93,
"priority": "Low",
"processed_at_batch": 3,
"processed_value": 102.30000000000001,
"quality_score": 100
},
{
"category": "Beta",
"id": 14,
"name": "Item_014",
"original_value": 20,
"priority": "Low",
"processed_at_batch": 3,
"processed_value": 22.0,
"quality_score": 30
},
{
"category": "Delta",
"id": 15,
"name": "Item_015",
"original_value": 58,
"priority": "Low",
"processed_at_batch": 3,
"processed_value": 63.800000000000004,
"quality_score": 68
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 15 items processed across 3 batches\nRunning average value: 57.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 15, \"running_average\": 57.05333333333335, \"batch_number\": 3}}\n__STATE_UPDATES__ {\"total_processed\": 15, \"total_value_sum\": 855.8000000000002, \"category_counts\": {\"Gamma\": 2, \"Alpha\": 6, \"Delta\": 5, \"Beta\": 2}, \"average_value\": 57.05333333333335, \"batches_completed\": 3}\n",
"outputs": {
"batch_progress": {
"batch_number": 3,
"items_this_batch": 5,
"running_average": 57.05333333333335,
"total_items_so_far": 15
}
},
"state_updates": {
"average_value": 57.05333333333335,
"batches_completed": 3,
"category_counts": {
"Alpha": 6,
"Beta": 2,
"Delta": 5,
"Gamma": 2
},
"total_processed": 15,
"total_value_sum": 855.8000000000002
},
"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\": 6, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 17, \"name\": \"Item_017\", \"value\": 66, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 18, \"name\": \"Item_018\", \"value\": 64, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 19, \"name\": \"Item_019\", \"value\": 21, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 20, \"name\": \"Item_020\", \"value\": 48, \"category\": \"Delta\", \"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": "Alpha",
"id": 16,
"name": "Item_016",
"priority": "Medium",
"value": 6
},
{
"category": "Delta",
"id": 17,
"name": "Item_017",
"priority": "High",
"value": 66
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"priority": "Low",
"value": 64
},
{
"category": "Beta",
"id": 19,
"name": "Item_019",
"priority": "High",
"value": 21
},
{
"category": "Delta",
"id": 20,
"name": "Item_020",
"priority": "Medium",
"value": 48
}
],
"end_index": 20,
"start_index": 15
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 4\nBatch total value: 225.50\n__OUTPUTS__ {\"processed_items\": [{\"id\": 16, \"name\": \"Item_016\", \"original_value\": 6, \"processed_value\": 6.6000000000000005, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 4, \"quality_score\": 16}, {\"id\": 17, \"name\": \"Item_017\", \"original_value\": 66, \"processed_value\": 72.60000000000001, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 76}, {\"id\": 18, \"name\": \"Item_018\", \"original_value\": 64, \"processed_value\": 70.4, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 4, \"quality_score\": 74}, {\"id\": 19, \"name\": \"Item_019\", \"original_value\": 21, \"processed_value\": 23.1, \"category\": \"Beta\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 31}, {\"id\": 20, \"name\": \"Item_020\", \"original_value\": 48, \"processed_value\": 52.800000000000004, \"category\": \"Delta\", \"priority\": \"Medium\", \"processed_at_batch\": 4, \"quality_score\": 58}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 225.50000000000003, \"average_value\": 45.10000000000001, \"category_distribution\": {\"Alpha\": 2, \"Delta\": 2, \"Beta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 45.10000000000001,
"category_distribution": {
"Alpha": 2,
"Beta": 1,
"Delta": 2
},
"items_processed": 5,
"total_value": 225.50000000000003
},
"processed_items": [
{
"category": "Alpha",
"id": 16,
"name": "Item_016",
"original_value": 6,
"priority": "Medium",
"processed_at_batch": 4,
"processed_value": 6.6000000000000005,
"quality_score": 16
},
{
"category": "Delta",
"id": 17,
"name": "Item_017",
"original_value": 66,
"priority": "High",
"processed_at_batch": 4,
"processed_value": 72.60000000000001,
"quality_score": 76
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"original_value": 64,
"priority": "Low",
"processed_at_batch": 4,
"processed_value": 70.4,
"quality_score": 74
},
{
"category": "Beta",
"id": 19,
"name": "Item_019",
"original_value": 21,
"priority": "High",
"processed_at_batch": 4,
"processed_value": 23.1,
"quality_score": 31
},
{
"category": "Delta",
"id": 20,
"name": "Item_020",
"original_value": 48,
"priority": "Medium",
"processed_at_batch": 4,
"processed_value": 52.800000000000004,
"quality_score": 58
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 20 items processed across 4 batches\nRunning average value: 54.07\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 20, \"running_average\": 54.06500000000001, \"batch_number\": 4}}\n__STATE_UPDATES__ {\"total_processed\": 20, \"total_value_sum\": 1081.3000000000002, \"category_counts\": {\"Gamma\": 2, \"Alpha\": 8, \"Delta\": 7, \"Beta\": 3}, \"average_value\": 54.06500000000001, \"batches_completed\": 4}\n",
"outputs": {
"batch_progress": {
"batch_number": 4,
"items_this_batch": 5,
"running_average": 54.06500000000001,
"total_items_so_far": 20
}
},
"state_updates": {
"average_value": 54.06500000000001,
"batches_completed": 4,
"category_counts": {
"Alpha": 8,
"Beta": 3,
"Delta": 7,
"Gamma": 2
},
"total_processed": 20,
"total_value_sum": 1081.3000000000002
},
"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\": 92, \"category\": \"Gamma\", \"priority\": \"High\"}, {\"id\": 22, \"name\": \"Item_022\", \"value\": 61, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 23, \"name\": \"Item_023\", \"value\": 1, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 24, \"name\": \"Item_024\", \"value\": 52, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 25, \"name\": \"Item_025\", \"value\": 3, \"category\": \"Gamma\", \"priority\": \"Low\"}], \"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": "Gamma",
"id": 21,
"name": "Item_021",
"priority": "High",
"value": 92
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"priority": "High",
"value": 61
},
{
"category": "Beta",
"id": 23,
"name": "Item_023",
"priority": "High",
"value": 1
},
{
"category": "Alpha",
"id": 24,
"name": "Item_024",
"priority": "Low",
"value": 52
},
{
"category": "Gamma",
"id": 25,
"name": "Item_025",
"priority": "Low",
"value": 3
}
],
"end_index": 25,
"start_index": 20
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 5\nBatch total value: 229.90\n__OUTPUTS__ {\"processed_items\": [{\"id\": 21, \"name\": \"Item_021\", \"original_value\": 92, \"processed_value\": 101.2, \"category\": \"Gamma\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 100}, {\"id\": 22, \"name\": \"Item_022\", \"original_value\": 61, \"processed_value\": 67.10000000000001, \"category\": \"Beta\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 71}, {\"id\": 23, \"name\": \"Item_023\", \"original_value\": 1, \"processed_value\": 1.1, \"category\": \"Beta\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 11}, {\"id\": 24, \"name\": \"Item_024\", \"original_value\": 52, \"processed_value\": 57.2, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 5, \"quality_score\": 62}, {\"id\": 25, \"name\": \"Item_025\", \"original_value\": 3, \"processed_value\": 3.3000000000000003, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 5, \"quality_score\": 13}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 229.90000000000003, \"average_value\": 45.980000000000004, \"category_distribution\": {\"Gamma\": 2, \"Beta\": 2, \"Alpha\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 45.980000000000004,
"category_distribution": {
"Alpha": 1,
"Beta": 2,
"Gamma": 2
},
"items_processed": 5,
"total_value": 229.90000000000003
},
"processed_items": [
{
"category": "Gamma",
"id": 21,
"name": "Item_021",
"original_value": 92,
"priority": "High",
"processed_at_batch": 5,
"processed_value": 101.2,
"quality_score": 100
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"original_value": 61,
"priority": "High",
"processed_at_batch": 5,
"processed_value": 67.10000000000001,
"quality_score": 71
},
{
"category": "Beta",
"id": 23,
"name": "Item_023",
"original_value": 1,
"priority": "High",
"processed_at_batch": 5,
"processed_value": 1.1,
"quality_score": 11
},
{
"category": "Alpha",
"id": 24,
"name": "Item_024",
"original_value": 52,
"priority": "Low",
"processed_at_batch": 5,
"processed_value": 57.2,
"quality_score": 62
},
{
"category": "Gamma",
"id": 25,
"name": "Item_025",
"original_value": 3,
"priority": "Low",
"processed_at_batch": 5,
"processed_value": 3.3000000000000003,
"quality_score": 13
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 5 batches\nRunning average value: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 5}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 5}\n",
"outputs": {
"batch_progress": {
"batch_number": 5,
"items_this_batch": 5,
"running_average": 52.44800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 52.44800000000001,
"batches_completed": 5,
"category_counts": {
"Alpha": 9,
"Beta": 5,
"Delta": 7,
"Gamma": 4
},
"total_processed": 25,
"total_value_sum": 1311.2000000000003
},
"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: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 6}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 6}\n",
"outputs": {
"batch_progress": {
"batch_number": 6,
"items_this_batch": 0,
"running_average": 52.44800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 52.44800000000001,
"batches_completed": 6,
"category_counts": {
"Alpha": 9,
"Beta": 5,
"Delta": 7,
"Gamma": 4
},
"total_processed": 25,
"total_value_sum": 1311.2000000000003
},
"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: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 7}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 7}\n",
"outputs": {
"batch_progress": {
"batch_number": 7,
"items_this_batch": 0,
"running_average": 52.44800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 52.44800000000001,
"batches_completed": 7,
"category_counts": {
"Alpha": 9,
"Beta": 5,
"Delta": 7,
"Gamma": 4
},
"total_processed": 25,
"total_value_sum": 1311.2000000000003
},
"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: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 8}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 8}\n",
"outputs": {
"batch_progress": {
"batch_number": 8,
"items_this_batch": 0,
"running_average": 52.44800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 52.44800000000001,
"batches_completed": 8,
"category_counts": {
"Alpha": 9,
"Beta": 5,
"Delta": 7,
"Gamma": 4
},
"total_processed": 25,
"total_value_sum": 1311.2000000000003
},
"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: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 9}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 9}\n",
"outputs": {
"batch_progress": {
"batch_number": 9,
"items_this_batch": 0,
"running_average": 52.44800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 52.44800000000001,
"batches_completed": 9,
"category_counts": {
"Alpha": 9,
"Beta": 5,
"Delta": 7,
"Gamma": 4
},
"total_processed": 25,
"total_value_sum": 1311.2000000000003
},
"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: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 10}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 10}\n",
"outputs": {
"batch_progress": {
"batch_number": 10,
"items_this_batch": 0,
"running_average": 52.44800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 52.44800000000001,
"batches_completed": 10,
"category_counts": {
"Alpha": 9,
"Beta": 5,
"Delta": 7,
"Gamma": 4
},
"total_processed": 25,
"total_value_sum": 1311.2000000000003
},
"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 68.0% completion with 80.3 average score\nThreshold target: 80 (Achieved: True)\n\nFOR-LOOP SUMMARY:\n - Processed all 25 items systematically\n - Generated total value of 1311.20\n - Average value per item: 52.45\n\nWHILE-LOOP SUMMARY:\n - Completed 17 items to quality standard\n - 8 items still pending improvement\n - Average quality score: 80.3/80\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\": 1311.2000000000003, \"average_value\": 52.44800000000001, \"category_distribution\": {\"Beta\": 5, \"Alpha\": 9, \"Delta\": 7, \"Gamma\": 4}, \"processing_efficiency\": \"100% - All items processed in predetermined batches\"}, \"while_loop_results\": {\"type\": \"Conditional processing until threshold met\", \"items_completed\": 17, \"items_still_pending\": 8, \"average_quality_score\": 80.28, \"completion_percentage\": 68.0, \"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\": \"68.0%\"}}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.279985,
"end_time": "2025-07-28T10:04:19.440845",
"message_sent": true,
"start_time": "2025-07-28T10:04:19.160860",
"timestamp": "2025-07-28T10:04:19.440845",
"worker_executed": true,
"workers_notified": true
},
"execution_summary": {
"batch_size_used": 5,
"quality_threshold": 80,
"total_items_generated": 25
},
"for_loop_results": {
"average_value": 52.44800000000001,
"batches_completed": 10,
"category_distribution": {
"Alpha": 9,
"Beta": 5,
"Delta": 7,
"Gamma": 4
},
"processing_efficiency": "100% - All items processed in predetermined batches",
"total_processed": 25,
"total_value_generated": 1311.2000000000003,
"type": "Fixed iteration processing"
},
"output": "=== LOOP COMPARISON REPORT ===\nFor-Loop: Processed 25 items in 10 fixed batches\nWhile-Loop: Achieved 68.0% completion with 80.3 average score\nThreshold target: 80 (Achieved: True)\n\nFOR-LOOP SUMMARY:\n - Processed all 25 items systematically\n - Generated total value of 1311.20\n - Average value per item: 52.45\n\nWHILE-LOOP SUMMARY:\n - Completed 17 items to quality standard\n - 8 items still pending improvement\n - Average quality score: 80.3/80\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\": 1311.2000000000003, \"average_value\": 52.44800000000001, \"category_distribution\": {\"Beta\": 5, \"Alpha\": 9, \"Delta\": 7, \"Gamma\": 4}, \"processing_efficiency\": \"100% - All items processed in predetermined batches\"}, \"while_loop_results\": {\"type\": \"Conditional processing until threshold met\", \"items_completed\": 17, \"items_still_pending\": 8, \"average_quality_score\": 80.28, \"completion_percentage\": 68.0, \"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\": \"68.0%\"}}\n",
"performance_metrics": {
"for_loop_completion_rate": "100%",
"for_loop_iterations": 10,
"while_loop_completion_rate": "68.0%",
"while_loop_iterations": 8
},
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "generate_comparison_report",
"while_loop_results": {
"average_quality_score": 80.28,
"completion_percentage": 68.0,
"items_completed": 17,
"items_needing_reprocessing": 3,
"items_still_pending": 8,
"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\": 52, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 2, \"name\": \"Item_002\", \"value\": 51, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 3, \"name\": \"Item_003\", \"value\": 66, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 4, \"name\": \"Item_004\", \"value\": 78, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 5, \"name\": \"Item_005\", \"value\": 92, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 6, \"name\": \"Item_006\", \"value\": 75, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 7, \"name\": \"Item_007\", \"value\": 8, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 8, \"name\": \"Item_008\", \"value\": 14, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 9, \"name\": \"Item_009\", \"value\": 67, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 10, \"name\": \"Item_010\", \"value\": 1, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 11, \"name\": \"Item_011\", \"value\": 87, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 12, \"name\": \"Item_012\", \"value\": 16, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 13, \"name\": \"Item_013\", \"value\": 93, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 14, \"name\": \"Item_014\", \"value\": 20, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 15, \"name\": \"Item_015\", \"value\": 58, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 16, \"name\": \"Item_016\", \"value\": 6, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 17, \"name\": \"Item_017\", \"value\": 66, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 18, \"name\": \"Item_018\", \"value\": 64, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 19, \"name\": \"Item_019\", \"value\": 21, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 20, \"name\": \"Item_020\", \"value\": 48, \"category\": \"Delta\", \"priority\": \"Medium\"}, {\"id\": 21, \"name\": \"Item_021\", \"value\": 92, \"category\": \"Gamma\", \"priority\": \"High\"}, {\"id\": 22, \"name\": \"Item_022\", \"value\": 61, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 23, \"name\": \"Item_023\", \"value\": 1, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 24, \"name\": \"Item_024\", \"value\": 52, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 25, \"name\": \"Item_025\", \"value\": 3, \"category\": \"Gamma\", \"priority\": \"Low\"}], \"while_loop_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 87, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 51, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 90, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 78, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 31, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 92, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 55, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 44, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"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": 0.18908,
"end_time": "2025-07-28T10:04:14.241475",
"message_sent": true,
"start_time": "2025-07-28T10:04:14.052395",
"timestamp": "2025-07-28T10:04:14.241475",
"worker_executed": true,
"workers_notified": true
},
"for_loop_batches": 5,
"for_loop_dataset": [
{
"category": "Gamma",
"id": 1,
"name": "Item_001",
"priority": "Low",
"value": 52
},
{
"category": "Alpha",
"id": 2,
"name": "Item_002",
"priority": "Medium",
"value": 51
},
{
"category": "Alpha",
"id": 3,
"name": "Item_003",
"priority": "Low",
"value": 66
},
{
"category": "Delta",
"id": 4,
"name": "Item_004",
"priority": "Low",
"value": 78
},
{
"category": "Alpha",
"id": 5,
"name": "Item_005",
"priority": "Medium",
"value": 92
},
{
"category": "Alpha",
"id": 6,
"name": "Item_006",
"priority": "High",
"value": 75
},
{
"category": "Delta",
"id": 7,
"name": "Item_007",
"priority": "High",
"value": 8
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"priority": "Medium",
"value": 14
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"priority": "Low",
"value": 67
},
{
"category": "Gamma",
"id": 10,
"name": "Item_010",
"priority": "Medium",
"value": 1
},
{
"category": "Delta",
"id": 11,
"name": "Item_011",
"priority": "High",
"value": 87
},
{
"category": "Alpha",
"id": 12,
"name": "Item_012",
"priority": "Medium",
"value": 16
},
{
"category": "Beta",
"id": 13,
"name": "Item_013",
"priority": "Low",
"value": 93
},
{
"category": "Beta",
"id": 14,
"name": "Item_014",
"priority": "Low",
"value": 20
},
{
"category": "Delta",
"id": 15,
"name": "Item_015",
"priority": "Low",
"value": 58
},
{
"category": "Alpha",
"id": 16,
"name": "Item_016",
"priority": "Medium",
"value": 6
},
{
"category": "Delta",
"id": 17,
"name": "Item_017",
"priority": "High",
"value": 66
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"priority": "Low",
"value": 64
},
{
"category": "Beta",
"id": 19,
"name": "Item_019",
"priority": "High",
"value": 21
},
{
"category": "Delta",
"id": 20,
"name": "Item_020",
"priority": "Medium",
"value": 48
},
{
"category": "Gamma",
"id": 21,
"name": "Item_021",
"priority": "High",
"value": 92
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"priority": "High",
"value": 61
},
{
"category": "Beta",
"id": 23,
"name": "Item_023",
"priority": "High",
"value": 1
},
{
"category": "Alpha",
"id": 24,
"name": "Item_024",
"priority": "Low",
"value": 52
},
{
"category": "Gamma",
"id": 25,
"name": "Item_025",
"priority": "Low",
"value": 3
}
],
"output": "Generated 25 items for processing\nFor-loop will process 5 batches\n__OUTPUTS__ {\"for_loop_dataset\": [{\"id\": 1, \"name\": \"Item_001\", \"value\": 52, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 2, \"name\": \"Item_002\", \"value\": 51, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 3, \"name\": \"Item_003\", \"value\": 66, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 4, \"name\": \"Item_004\", \"value\": 78, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 5, \"name\": \"Item_005\", \"value\": 92, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 6, \"name\": \"Item_006\", \"value\": 75, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 7, \"name\": \"Item_007\", \"value\": 8, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 8, \"name\": \"Item_008\", \"value\": 14, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 9, \"name\": \"Item_009\", \"value\": 67, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 10, \"name\": \"Item_010\", \"value\": 1, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 11, \"name\": \"Item_011\", \"value\": 87, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 12, \"name\": \"Item_012\", \"value\": 16, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 13, \"name\": \"Item_013\", \"value\": 93, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 14, \"name\": \"Item_014\", \"value\": 20, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 15, \"name\": \"Item_015\", \"value\": 58, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 16, \"name\": \"Item_016\", \"value\": 6, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 17, \"name\": \"Item_017\", \"value\": 66, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 18, \"name\": \"Item_018\", \"value\": 64, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 19, \"name\": \"Item_019\", \"value\": 21, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 20, \"name\": \"Item_020\", \"value\": 48, \"category\": \"Delta\", \"priority\": \"Medium\"}, {\"id\": 21, \"name\": \"Item_021\", \"value\": 92, \"category\": \"Gamma\", \"priority\": \"High\"}, {\"id\": 22, \"name\": \"Item_022\", \"value\": 61, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 23, \"name\": \"Item_023\", \"value\": 1, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 24, \"name\": \"Item_024\", \"value\": 52, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 25, \"name\": \"Item_025\", \"value\": 3, \"category\": \"Gamma\", \"priority\": \"Low\"}], \"while_loop_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 87, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 51, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 90, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 78, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 31, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 92, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 55, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 44, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"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": true,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 2,
"name": "Record_002",
"needs_reprocessing": false,
"score": 87,
"status": "pending"
},
{
"attempts": 0,
"id": 3,
"name": "Record_003",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 4,
"name": "Record_004",
"needs_reprocessing": false,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 5,
"name": "Record_005",
"needs_reprocessing": false,
"score": 51,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": true,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": true,
"score": 90,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 78,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 31,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": true,
"score": 92,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": true,
"score": 55,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": true,
"score": 44,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "SUCCESS",
"task_outputs": {
"for_loop_processor": {
"execution_details": {
"actual_result": {
"loop_result": {
"exit_reason": "max_iterations",
"final_state": {
"average_value": 52.44800000000001,
"batch_size": 5,
"batches_completed": 10,
"category_counts": {
"Alpha": 9,
"Beta": 5,
"Delta": 7,
"Gamma": 4
},
"for_loop_dataset": [
{
"category": "Gamma",
"id": 1,
"name": "Item_001",
"priority": "Low",
"value": 52
},
{
"category": "Alpha",
"id": 2,
"name": "Item_002",
"priority": "Medium",
"value": 51
},
{
"category": "Alpha",
"id": 3,
"name": "Item_003",
"priority": "Low",
"value": 66
},
{
"category": "Delta",
"id": 4,
"name": "Item_004",
"priority": "Low",
"value": 78
},
{
"category": "Alpha",
"id": 5,
"name": "Item_005",
"priority": "Medium",
"value": 92
},
{
"category": "Alpha",
"id": 6,
"name": "Item_006",
"priority": "High",
"value": 75
},
{
"category": "Delta",
"id": 7,
"name": "Item_007",
"priority": "High",
"value": 8
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"priority": "Medium",
"value": 14
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"priority": "Low",
"value": 67
},
{
"category": "Gamma",
"id": 10,
"name": "Item_010",
"priority": "Medium",
"value": 1
},
{
"category": "Delta",
"id": 11,
"name": "Item_011",
"priority": "High",
"value": 87
},
{
"category": "Alpha",
"id": 12,
"name": "Item_012",
"priority": "Medium",
"value": 16
},
{
"category": "Beta",
"id": 13,
"name": "Item_013",
"priority": "Low",
"value": 93
},
{
"category": "Beta",
"id": 14,
"name": "Item_014",
"priority": "Low",
"value": 20
},
{
"category": "Delta",
"id": 15,
"name": "Item_015",
"priority": "Low",
"value": 58
},
{
"category": "Alpha",
"id": 16,
"name": "Item_016",
"priority": "Medium",
"value": 6
},
{
"category": "Delta",
"id": 17,
"name": "Item_017",
"priority": "High",
"value": 66
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"priority": "Low",
"value": 64
},
{
"category": "Beta",
"id": 19,
"name": "Item_019",
"priority": "High",
"value": 21
},
{
"category": "Delta",
"id": 20,
"name": "Item_020",
"priority": "Medium",
"value": 48
},
{
"category": "Gamma",
"id": 21,
"name": "Item_021",
"priority": "High",
"value": 92
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"priority": "High",
"value": 61
},
{
"category": "Beta",
"id": 23,
"name": "Item_023",
"priority": "High",
"value": 1
},
{
"category": "Alpha",
"id": 24,
"name": "Item_024",
"priority": "Low",
"value": 52
},
{
"category": "Gamma",
"id": 25,
"name": "Item_025",
"priority": "Low",
"value": 3
}
],
"last_iteration": 0,
"total_processed": 25,
"total_value_sum": 1311.2000000000003
},
"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\": 52, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 2, \"name\": \"Item_002\", \"value\": 51, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 3, \"name\": \"Item_003\", \"value\": 66, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 4, \"name\": \"Item_004\", \"value\": 78, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 5, \"name\": \"Item_005\", \"value\": 92, \"category\": \"Alpha\", \"priority\": \"Medium\"}], \"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": "Gamma",
"id": 1,
"name": "Item_001",
"priority": "Low",
"value": 52
},
{
"category": "Alpha",
"id": 2,
"name": "Item_002",
"priority": "Medium",
"value": 51
},
{
"category": "Alpha",
"id": 3,
"name": "Item_003",
"priority": "Low",
"value": 66
},
{
"category": "Delta",
"id": 4,
"name": "Item_004",
"priority": "Low",
"value": 78
},
{
"category": "Alpha",
"id": 5,
"name": "Item_005",
"priority": "Medium",
"value": 92
}
],
"end_index": 5,
"start_index": 0
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 1\nBatch total value: 372.90\n__OUTPUTS__ {\"processed_items\": [{\"id\": 1, \"name\": \"Item_001\", \"original_value\": 52, \"processed_value\": 57.2, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 62}, {\"id\": 2, \"name\": \"Item_002\", \"original_value\": 51, \"processed_value\": 56.1, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 1, \"quality_score\": 61}, {\"id\": 3, \"name\": \"Item_003\", \"original_value\": 66, \"processed_value\": 72.60000000000001, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 76}, {\"id\": 4, \"name\": \"Item_004\", \"original_value\": 78, \"processed_value\": 85.80000000000001, \"category\": \"Delta\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 88}, {\"id\": 5, \"name\": \"Item_005\", \"original_value\": 92, \"processed_value\": 101.2, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 1, \"quality_score\": 100}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 372.90000000000003, \"average_value\": 74.58000000000001, \"category_distribution\": {\"Gamma\": 1, \"Alpha\": 3, \"Delta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 74.58000000000001,
"category_distribution": {
"Alpha": 3,
"Delta": 1,
"Gamma": 1
},
"items_processed": 5,
"total_value": 372.90000000000003
},
"processed_items": [
{
"category": "Gamma",
"id": 1,
"name": "Item_001",
"original_value": 52,
"priority": "Low",
"processed_at_batch": 1,
"processed_value": 57.2,
"quality_score": 62
},
{
"category": "Alpha",
"id": 2,
"name": "Item_002",
"original_value": 51,
"priority": "Medium",
"processed_at_batch": 1,
"processed_value": 56.1,
"quality_score": 61
},
{
"category": "Alpha",
"id": 3,
"name": "Item_003",
"original_value": 66,
"priority": "Low",
"processed_at_batch": 1,
"processed_value": 72.60000000000001,
"quality_score": 76
},
{
"category": "Delta",
"id": 4,
"name": "Item_004",
"original_value": 78,
"priority": "Low",
"processed_at_batch": 1,
"processed_value": 85.80000000000001,
"quality_score": 88
},
{
"category": "Alpha",
"id": 5,
"name": "Item_005",
"original_value": 92,
"priority": "Medium",
"processed_at_batch": 1,
"processed_value": 101.2,
"quality_score": 100
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 5 items processed across 1 batches\nRunning average value: 74.58\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 5, \"running_average\": 74.58000000000001, \"batch_number\": 1}}\n__STATE_UPDATES__ {\"total_processed\": 5, \"total_value_sum\": 372.90000000000003, \"category_counts\": {\"Gamma\": 1, \"Alpha\": 3, \"Delta\": 1}, \"average_value\": 74.58000000000001, \"batches_completed\": 1}\n",
"outputs": {
"batch_progress": {
"batch_number": 1,
"items_this_batch": 5,
"running_average": 74.58000000000001,
"total_items_so_far": 5
}
},
"state_updates": {
"average_value": 74.58000000000001,
"batches_completed": 1,
"category_counts": {
"Alpha": 3,
"Delta": 1,
"Gamma": 1
},
"total_processed": 5,
"total_value_sum": 372.90000000000003
},
"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\": 75, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 7, \"name\": \"Item_007\", \"value\": 8, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 8, \"name\": \"Item_008\", \"value\": 14, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 9, \"name\": \"Item_009\", \"value\": 67, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 10, \"name\": \"Item_010\", \"value\": 1, \"category\": \"Gamma\", \"priority\": \"Medium\"}], \"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": "Alpha",
"id": 6,
"name": "Item_006",
"priority": "High",
"value": 75
},
{
"category": "Delta",
"id": 7,
"name": "Item_007",
"priority": "High",
"value": 8
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"priority": "Medium",
"value": 14
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"priority": "Low",
"value": 67
},
{
"category": "Gamma",
"id": 10,
"name": "Item_010",
"priority": "Medium",
"value": 1
}
],
"end_index": 10,
"start_index": 5
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 2\nBatch total value: 181.50\n__OUTPUTS__ {\"processed_items\": [{\"id\": 6, \"name\": \"Item_006\", \"original_value\": 75, \"processed_value\": 82.5, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 2, \"quality_score\": 85}, {\"id\": 7, \"name\": \"Item_007\", \"original_value\": 8, \"processed_value\": 8.8, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 2, \"quality_score\": 18}, {\"id\": 8, \"name\": \"Item_008\", \"original_value\": 14, \"processed_value\": 15.400000000000002, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 2, \"quality_score\": 24}, {\"id\": 9, \"name\": \"Item_009\", \"original_value\": 67, \"processed_value\": 73.7, \"category\": \"Delta\", \"priority\": \"Low\", \"processed_at_batch\": 2, \"quality_score\": 77}, {\"id\": 10, \"name\": \"Item_010\", \"original_value\": 1, \"processed_value\": 1.1, \"category\": \"Gamma\", \"priority\": \"Medium\", \"processed_at_batch\": 2, \"quality_score\": 11}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 181.5, \"average_value\": 36.3, \"category_distribution\": {\"Alpha\": 2, \"Delta\": 2, \"Gamma\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 36.3,
"category_distribution": {
"Alpha": 2,
"Delta": 2,
"Gamma": 1
},
"items_processed": 5,
"total_value": 181.5
},
"processed_items": [
{
"category": "Alpha",
"id": 6,
"name": "Item_006",
"original_value": 75,
"priority": "High",
"processed_at_batch": 2,
"processed_value": 82.5,
"quality_score": 85
},
{
"category": "Delta",
"id": 7,
"name": "Item_007",
"original_value": 8,
"priority": "High",
"processed_at_batch": 2,
"processed_value": 8.8,
"quality_score": 18
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"original_value": 14,
"priority": "Medium",
"processed_at_batch": 2,
"processed_value": 15.400000000000002,
"quality_score": 24
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"original_value": 67,
"priority": "Low",
"processed_at_batch": 2,
"processed_value": 73.7,
"quality_score": 77
},
{
"category": "Gamma",
"id": 10,
"name": "Item_010",
"original_value": 1,
"priority": "Medium",
"processed_at_batch": 2,
"processed_value": 1.1,
"quality_score": 11
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 10 items processed across 2 batches\nRunning average value: 55.44\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 10, \"running_average\": 55.44000000000001, \"batch_number\": 2}}\n__STATE_UPDATES__ {\"total_processed\": 10, \"total_value_sum\": 554.4000000000001, \"category_counts\": {\"Gamma\": 2, \"Alpha\": 5, \"Delta\": 3}, \"average_value\": 55.44000000000001, \"batches_completed\": 2}\n",
"outputs": {
"batch_progress": {
"batch_number": 2,
"items_this_batch": 5,
"running_average": 55.44000000000001,
"total_items_so_far": 10
}
},
"state_updates": {
"average_value": 55.44000000000001,
"batches_completed": 2,
"category_counts": {
"Alpha": 5,
"Delta": 3,
"Gamma": 2
},
"total_processed": 10,
"total_value_sum": 554.4000000000001
},
"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\": 87, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 12, \"name\": \"Item_012\", \"value\": 16, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 13, \"name\": \"Item_013\", \"value\": 93, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 14, \"name\": \"Item_014\", \"value\": 20, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 15, \"name\": \"Item_015\", \"value\": 58, \"category\": \"Delta\", \"priority\": \"Low\"}], \"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": "Delta",
"id": 11,
"name": "Item_011",
"priority": "High",
"value": 87
},
{
"category": "Alpha",
"id": 12,
"name": "Item_012",
"priority": "Medium",
"value": 16
},
{
"category": "Beta",
"id": 13,
"name": "Item_013",
"priority": "Low",
"value": 93
},
{
"category": "Beta",
"id": 14,
"name": "Item_014",
"priority": "Low",
"value": 20
},
{
"category": "Delta",
"id": 15,
"name": "Item_015",
"priority": "Low",
"value": 58
}
],
"end_index": 15,
"start_index": 10
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 3\nBatch total value: 301.40\n__OUTPUTS__ {\"processed_items\": [{\"id\": 11, \"name\": \"Item_011\", \"original_value\": 87, \"processed_value\": 95.7, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 3, \"quality_score\": 97}, {\"id\": 12, \"name\": \"Item_012\", \"original_value\": 16, \"processed_value\": 17.6, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 3, \"quality_score\": 26}, {\"id\": 13, \"name\": \"Item_013\", \"original_value\": 93, \"processed_value\": 102.30000000000001, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 3, \"quality_score\": 100}, {\"id\": 14, \"name\": \"Item_014\", \"original_value\": 20, \"processed_value\": 22.0, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 3, \"quality_score\": 30}, {\"id\": 15, \"name\": \"Item_015\", \"original_value\": 58, \"processed_value\": 63.800000000000004, \"category\": \"Delta\", \"priority\": \"Low\", \"processed_at_batch\": 3, \"quality_score\": 68}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 301.40000000000003, \"average_value\": 60.28000000000001, \"category_distribution\": {\"Delta\": 2, \"Alpha\": 1, \"Beta\": 2}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 60.28000000000001,
"category_distribution": {
"Alpha": 1,
"Beta": 2,
"Delta": 2
},
"items_processed": 5,
"total_value": 301.40000000000003
},
"processed_items": [
{
"category": "Delta",
"id": 11,
"name": "Item_011",
"original_value": 87,
"priority": "High",
"processed_at_batch": 3,
"processed_value": 95.7,
"quality_score": 97
},
{
"category": "Alpha",
"id": 12,
"name": "Item_012",
"original_value": 16,
"priority": "Medium",
"processed_at_batch": 3,
"processed_value": 17.6,
"quality_score": 26
},
{
"category": "Beta",
"id": 13,
"name": "Item_013",
"original_value": 93,
"priority": "Low",
"processed_at_batch": 3,
"processed_value": 102.30000000000001,
"quality_score": 100
},
{
"category": "Beta",
"id": 14,
"name": "Item_014",
"original_value": 20,
"priority": "Low",
"processed_at_batch": 3,
"processed_value": 22.0,
"quality_score": 30
},
{
"category": "Delta",
"id": 15,
"name": "Item_015",
"original_value": 58,
"priority": "Low",
"processed_at_batch": 3,
"processed_value": 63.800000000000004,
"quality_score": 68
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 15 items processed across 3 batches\nRunning average value: 57.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 15, \"running_average\": 57.05333333333335, \"batch_number\": 3}}\n__STATE_UPDATES__ {\"total_processed\": 15, \"total_value_sum\": 855.8000000000002, \"category_counts\": {\"Gamma\": 2, \"Alpha\": 6, \"Delta\": 5, \"Beta\": 2}, \"average_value\": 57.05333333333335, \"batches_completed\": 3}\n",
"outputs": {
"batch_progress": {
"batch_number": 3,
"items_this_batch": 5,
"running_average": 57.05333333333335,
"total_items_so_far": 15
}
},
"state_updates": {
"average_value": 57.05333333333335,
"batches_completed": 3,
"category_counts": {
"Alpha": 6,
"Beta": 2,
"Delta": 5,
"Gamma": 2
},
"total_processed": 15,
"total_value_sum": 855.8000000000002
},
"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\": 6, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 17, \"name\": \"Item_017\", \"value\": 66, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 18, \"name\": \"Item_018\", \"value\": 64, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 19, \"name\": \"Item_019\", \"value\": 21, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 20, \"name\": \"Item_020\", \"value\": 48, \"category\": \"Delta\", \"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": "Alpha",
"id": 16,
"name": "Item_016",
"priority": "Medium",
"value": 6
},
{
"category": "Delta",
"id": 17,
"name": "Item_017",
"priority": "High",
"value": 66
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"priority": "Low",
"value": 64
},
{
"category": "Beta",
"id": 19,
"name": "Item_019",
"priority": "High",
"value": 21
},
{
"category": "Delta",
"id": 20,
"name": "Item_020",
"priority": "Medium",
"value": 48
}
],
"end_index": 20,
"start_index": 15
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 4\nBatch total value: 225.50\n__OUTPUTS__ {\"processed_items\": [{\"id\": 16, \"name\": \"Item_016\", \"original_value\": 6, \"processed_value\": 6.6000000000000005, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 4, \"quality_score\": 16}, {\"id\": 17, \"name\": \"Item_017\", \"original_value\": 66, \"processed_value\": 72.60000000000001, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 76}, {\"id\": 18, \"name\": \"Item_018\", \"original_value\": 64, \"processed_value\": 70.4, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 4, \"quality_score\": 74}, {\"id\": 19, \"name\": \"Item_019\", \"original_value\": 21, \"processed_value\": 23.1, \"category\": \"Beta\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 31}, {\"id\": 20, \"name\": \"Item_020\", \"original_value\": 48, \"processed_value\": 52.800000000000004, \"category\": \"Delta\", \"priority\": \"Medium\", \"processed_at_batch\": 4, \"quality_score\": 58}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 225.50000000000003, \"average_value\": 45.10000000000001, \"category_distribution\": {\"Alpha\": 2, \"Delta\": 2, \"Beta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 45.10000000000001,
"category_distribution": {
"Alpha": 2,
"Beta": 1,
"Delta": 2
},
"items_processed": 5,
"total_value": 225.50000000000003
},
"processed_items": [
{
"category": "Alpha",
"id": 16,
"name": "Item_016",
"original_value": 6,
"priority": "Medium",
"processed_at_batch": 4,
"processed_value": 6.6000000000000005,
"quality_score": 16
},
{
"category": "Delta",
"id": 17,
"name": "Item_017",
"original_value": 66,
"priority": "High",
"processed_at_batch": 4,
"processed_value": 72.60000000000001,
"quality_score": 76
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"original_value": 64,
"priority": "Low",
"processed_at_batch": 4,
"processed_value": 70.4,
"quality_score": 74
},
{
"category": "Beta",
"id": 19,
"name": "Item_019",
"original_value": 21,
"priority": "High",
"processed_at_batch": 4,
"processed_value": 23.1,
"quality_score": 31
},
{
"category": "Delta",
"id": 20,
"name": "Item_020",
"original_value": 48,
"priority": "Medium",
"processed_at_batch": 4,
"processed_value": 52.800000000000004,
"quality_score": 58
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 20 items processed across 4 batches\nRunning average value: 54.07\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 20, \"running_average\": 54.06500000000001, \"batch_number\": 4}}\n__STATE_UPDATES__ {\"total_processed\": 20, \"total_value_sum\": 1081.3000000000002, \"category_counts\": {\"Gamma\": 2, \"Alpha\": 8, \"Delta\": 7, \"Beta\": 3}, \"average_value\": 54.06500000000001, \"batches_completed\": 4}\n",
"outputs": {
"batch_progress": {
"batch_number": 4,
"items_this_batch": 5,
"running_average": 54.06500000000001,
"total_items_so_far": 20
}
},
"state_updates": {
"average_value": 54.06500000000001,
"batches_completed": 4,
"category_counts": {
"Alpha": 8,
"Beta": 3,
"Delta": 7,
"Gamma": 2
},
"total_processed": 20,
"total_value_sum": 1081.3000000000002
},
"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\": 92, \"category\": \"Gamma\", \"priority\": \"High\"}, {\"id\": 22, \"name\": \"Item_022\", \"value\": 61, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 23, \"name\": \"Item_023\", \"value\": 1, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 24, \"name\": \"Item_024\", \"value\": 52, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 25, \"name\": \"Item_025\", \"value\": 3, \"category\": \"Gamma\", \"priority\": \"Low\"}], \"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": "Gamma",
"id": 21,
"name": "Item_021",
"priority": "High",
"value": 92
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"priority": "High",
"value": 61
},
{
"category": "Beta",
"id": 23,
"name": "Item_023",
"priority": "High",
"value": 1
},
{
"category": "Alpha",
"id": 24,
"name": "Item_024",
"priority": "Low",
"value": 52
},
{
"category": "Gamma",
"id": 25,
"name": "Item_025",
"priority": "Low",
"value": 3
}
],
"end_index": 25,
"start_index": 20
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 5\nBatch total value: 229.90\n__OUTPUTS__ {\"processed_items\": [{\"id\": 21, \"name\": \"Item_021\", \"original_value\": 92, \"processed_value\": 101.2, \"category\": \"Gamma\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 100}, {\"id\": 22, \"name\": \"Item_022\", \"original_value\": 61, \"processed_value\": 67.10000000000001, \"category\": \"Beta\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 71}, {\"id\": 23, \"name\": \"Item_023\", \"original_value\": 1, \"processed_value\": 1.1, \"category\": \"Beta\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 11}, {\"id\": 24, \"name\": \"Item_024\", \"original_value\": 52, \"processed_value\": 57.2, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 5, \"quality_score\": 62}, {\"id\": 25, \"name\": \"Item_025\", \"original_value\": 3, \"processed_value\": 3.3000000000000003, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 5, \"quality_score\": 13}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 229.90000000000003, \"average_value\": 45.980000000000004, \"category_distribution\": {\"Gamma\": 2, \"Beta\": 2, \"Alpha\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 45.980000000000004,
"category_distribution": {
"Alpha": 1,
"Beta": 2,
"Gamma": 2
},
"items_processed": 5,
"total_value": 229.90000000000003
},
"processed_items": [
{
"category": "Gamma",
"id": 21,
"name": "Item_021",
"original_value": 92,
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{
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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: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 5}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 5}\n",
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{
"iteration": 5,
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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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"output": "For-Loop Progress: 25 items processed across 6 batches\nRunning average value: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 6}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 6}\n",
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{
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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",
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"output": "For-Loop Progress: 25 items processed across 7 batches\nRunning average value: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 7}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 7}\n",
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{
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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",
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"output": "For-Loop Progress: 25 items processed across 8 batches\nRunning average value: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 8}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 8}\n",
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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: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 9}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 9}\n",
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{
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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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"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\": 52, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 2, \"name\": \"Item_002\", \"value\": 51, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 3, \"name\": \"Item_003\", \"value\": 66, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 4, \"name\": \"Item_004\", \"value\": 78, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 5, \"name\": \"Item_005\", \"value\": 92, \"category\": \"Alpha\", \"priority\": \"Medium\"}], \"batch_number\": 1, \"batch_size\": 5, \"start_index\": 0, \"end_index\": 5}\n__STATE_UPDATES__ {}\n",
"outputs": {
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"output": "Processed 5 items in batch 1\nBatch total value: 372.90\n__OUTPUTS__ {\"processed_items\": [{\"id\": 1, \"name\": \"Item_001\", \"original_value\": 52, \"processed_value\": 57.2, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 62}, {\"id\": 2, \"name\": \"Item_002\", \"original_value\": 51, \"processed_value\": 56.1, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 1, \"quality_score\": 61}, {\"id\": 3, \"name\": \"Item_003\", \"original_value\": 66, \"processed_value\": 72.60000000000001, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 76}, {\"id\": 4, \"name\": \"Item_004\", \"original_value\": 78, \"processed_value\": 85.80000000000001, \"category\": \"Delta\", \"priority\": \"Low\", \"processed_at_batch\": 1, \"quality_score\": 88}, {\"id\": 5, \"name\": \"Item_005\", \"original_value\": 92, \"processed_value\": 101.2, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 1, \"quality_score\": 100}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 372.90000000000003, \"average_value\": 74.58000000000001, \"category_distribution\": {\"Gamma\": 1, \"Alpha\": 3, \"Delta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
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"category": "Gamma",
"id": 1,
"name": "Item_001",
"original_value": 52,
"priority": "Low",
"processed_at_batch": 1,
"processed_value": 57.2,
"quality_score": 62
},
{
"category": "Alpha",
"id": 2,
"name": "Item_002",
"original_value": 51,
"priority": "Medium",
"processed_at_batch": 1,
"processed_value": 56.1,
"quality_score": 61
},
{
"category": "Alpha",
"id": 3,
"name": "Item_003",
"original_value": 66,
"priority": "Low",
"processed_at_batch": 1,
"processed_value": 72.60000000000001,
"quality_score": 76
},
{
"category": "Delta",
"id": 4,
"name": "Item_004",
"original_value": 78,
"priority": "Low",
"processed_at_batch": 1,
"processed_value": 85.80000000000001,
"quality_score": 88
},
{
"category": "Alpha",
"id": 5,
"name": "Item_005",
"original_value": 92,
"priority": "Medium",
"processed_at_batch": 1,
"processed_value": 101.2,
"quality_score": 100
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 5 items processed across 1 batches\nRunning average value: 74.58\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 5, \"running_average\": 74.58000000000001, \"batch_number\": 1}}\n__STATE_UPDATES__ {\"total_processed\": 5, \"total_value_sum\": 372.90000000000003, \"category_counts\": {\"Gamma\": 1, \"Alpha\": 3, \"Delta\": 1}, \"average_value\": 74.58000000000001, \"batches_completed\": 1}\n",
"outputs": {
"batch_progress": {
"batch_number": 1,
"items_this_batch": 5,
"running_average": 74.58000000000001,
"total_items_so_far": 5
}
},
"state_updates": {
"average_value": 74.58000000000001,
"batches_completed": 1,
"category_counts": {
"Alpha": 3,
"Delta": 1,
"Gamma": 1
},
"total_processed": 5,
"total_value_sum": 372.90000000000003
},
"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\": 75, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 7, \"name\": \"Item_007\", \"value\": 8, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 8, \"name\": \"Item_008\", \"value\": 14, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 9, \"name\": \"Item_009\", \"value\": 67, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 10, \"name\": \"Item_010\", \"value\": 1, \"category\": \"Gamma\", \"priority\": \"Medium\"}], \"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": "Alpha",
"id": 6,
"name": "Item_006",
"priority": "High",
"value": 75
},
{
"category": "Delta",
"id": 7,
"name": "Item_007",
"priority": "High",
"value": 8
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"priority": "Medium",
"value": 14
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"priority": "Low",
"value": 67
},
{
"category": "Gamma",
"id": 10,
"name": "Item_010",
"priority": "Medium",
"value": 1
}
],
"end_index": 10,
"start_index": 5
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 2\nBatch total value: 181.50\n__OUTPUTS__ {\"processed_items\": [{\"id\": 6, \"name\": \"Item_006\", \"original_value\": 75, \"processed_value\": 82.5, \"category\": \"Alpha\", \"priority\": \"High\", \"processed_at_batch\": 2, \"quality_score\": 85}, {\"id\": 7, \"name\": \"Item_007\", \"original_value\": 8, \"processed_value\": 8.8, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 2, \"quality_score\": 18}, {\"id\": 8, \"name\": \"Item_008\", \"original_value\": 14, \"processed_value\": 15.400000000000002, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 2, \"quality_score\": 24}, {\"id\": 9, \"name\": \"Item_009\", \"original_value\": 67, \"processed_value\": 73.7, \"category\": \"Delta\", \"priority\": \"Low\", \"processed_at_batch\": 2, \"quality_score\": 77}, {\"id\": 10, \"name\": \"Item_010\", \"original_value\": 1, \"processed_value\": 1.1, \"category\": \"Gamma\", \"priority\": \"Medium\", \"processed_at_batch\": 2, \"quality_score\": 11}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 181.5, \"average_value\": 36.3, \"category_distribution\": {\"Alpha\": 2, \"Delta\": 2, \"Gamma\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 36.3,
"category_distribution": {
"Alpha": 2,
"Delta": 2,
"Gamma": 1
},
"items_processed": 5,
"total_value": 181.5
},
"processed_items": [
{
"category": "Alpha",
"id": 6,
"name": "Item_006",
"original_value": 75,
"priority": "High",
"processed_at_batch": 2,
"processed_value": 82.5,
"quality_score": 85
},
{
"category": "Delta",
"id": 7,
"name": "Item_007",
"original_value": 8,
"priority": "High",
"processed_at_batch": 2,
"processed_value": 8.8,
"quality_score": 18
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"original_value": 14,
"priority": "Medium",
"processed_at_batch": 2,
"processed_value": 15.400000000000002,
"quality_score": 24
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"original_value": 67,
"priority": "Low",
"processed_at_batch": 2,
"processed_value": 73.7,
"quality_score": 77
},
{
"category": "Gamma",
"id": 10,
"name": "Item_010",
"original_value": 1,
"priority": "Medium",
"processed_at_batch": 2,
"processed_value": 1.1,
"quality_score": 11
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 10 items processed across 2 batches\nRunning average value: 55.44\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 10, \"running_average\": 55.44000000000001, \"batch_number\": 2}}\n__STATE_UPDATES__ {\"total_processed\": 10, \"total_value_sum\": 554.4000000000001, \"category_counts\": {\"Gamma\": 2, \"Alpha\": 5, \"Delta\": 3}, \"average_value\": 55.44000000000001, \"batches_completed\": 2}\n",
"outputs": {
"batch_progress": {
"batch_number": 2,
"items_this_batch": 5,
"running_average": 55.44000000000001,
"total_items_so_far": 10
}
},
"state_updates": {
"average_value": 55.44000000000001,
"batches_completed": 2,
"category_counts": {
"Alpha": 5,
"Delta": 3,
"Gamma": 2
},
"total_processed": 10,
"total_value_sum": 554.4000000000001
},
"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\": 87, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 12, \"name\": \"Item_012\", \"value\": 16, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 13, \"name\": \"Item_013\", \"value\": 93, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 14, \"name\": \"Item_014\", \"value\": 20, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 15, \"name\": \"Item_015\", \"value\": 58, \"category\": \"Delta\", \"priority\": \"Low\"}], \"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": "Delta",
"id": 11,
"name": "Item_011",
"priority": "High",
"value": 87
},
{
"category": "Alpha",
"id": 12,
"name": "Item_012",
"priority": "Medium",
"value": 16
},
{
"category": "Beta",
"id": 13,
"name": "Item_013",
"priority": "Low",
"value": 93
},
{
"category": "Beta",
"id": 14,
"name": "Item_014",
"priority": "Low",
"value": 20
},
{
"category": "Delta",
"id": 15,
"name": "Item_015",
"priority": "Low",
"value": 58
}
],
"end_index": 15,
"start_index": 10
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 3\nBatch total value: 301.40\n__OUTPUTS__ {\"processed_items\": [{\"id\": 11, \"name\": \"Item_011\", \"original_value\": 87, \"processed_value\": 95.7, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 3, \"quality_score\": 97}, {\"id\": 12, \"name\": \"Item_012\", \"original_value\": 16, \"processed_value\": 17.6, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 3, \"quality_score\": 26}, {\"id\": 13, \"name\": \"Item_013\", \"original_value\": 93, \"processed_value\": 102.30000000000001, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 3, \"quality_score\": 100}, {\"id\": 14, \"name\": \"Item_014\", \"original_value\": 20, \"processed_value\": 22.0, \"category\": \"Beta\", \"priority\": \"Low\", \"processed_at_batch\": 3, \"quality_score\": 30}, {\"id\": 15, \"name\": \"Item_015\", \"original_value\": 58, \"processed_value\": 63.800000000000004, \"category\": \"Delta\", \"priority\": \"Low\", \"processed_at_batch\": 3, \"quality_score\": 68}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 301.40000000000003, \"average_value\": 60.28000000000001, \"category_distribution\": {\"Delta\": 2, \"Alpha\": 1, \"Beta\": 2}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 60.28000000000001,
"category_distribution": {
"Alpha": 1,
"Beta": 2,
"Delta": 2
},
"items_processed": 5,
"total_value": 301.40000000000003
},
"processed_items": [
{
"category": "Delta",
"id": 11,
"name": "Item_011",
"original_value": 87,
"priority": "High",
"processed_at_batch": 3,
"processed_value": 95.7,
"quality_score": 97
},
{
"category": "Alpha",
"id": 12,
"name": "Item_012",
"original_value": 16,
"priority": "Medium",
"processed_at_batch": 3,
"processed_value": 17.6,
"quality_score": 26
},
{
"category": "Beta",
"id": 13,
"name": "Item_013",
"original_value": 93,
"priority": "Low",
"processed_at_batch": 3,
"processed_value": 102.30000000000001,
"quality_score": 100
},
{
"category": "Beta",
"id": 14,
"name": "Item_014",
"original_value": 20,
"priority": "Low",
"processed_at_batch": 3,
"processed_value": 22.0,
"quality_score": 30
},
{
"category": "Delta",
"id": 15,
"name": "Item_015",
"original_value": 58,
"priority": "Low",
"processed_at_batch": 3,
"processed_value": 63.800000000000004,
"quality_score": 68
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 15 items processed across 3 batches\nRunning average value: 57.05\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 15, \"running_average\": 57.05333333333335, \"batch_number\": 3}}\n__STATE_UPDATES__ {\"total_processed\": 15, \"total_value_sum\": 855.8000000000002, \"category_counts\": {\"Gamma\": 2, \"Alpha\": 6, \"Delta\": 5, \"Beta\": 2}, \"average_value\": 57.05333333333335, \"batches_completed\": 3}\n",
"outputs": {
"batch_progress": {
"batch_number": 3,
"items_this_batch": 5,
"running_average": 57.05333333333335,
"total_items_so_far": 15
}
},
"state_updates": {
"average_value": 57.05333333333335,
"batches_completed": 3,
"category_counts": {
"Alpha": 6,
"Beta": 2,
"Delta": 5,
"Gamma": 2
},
"total_processed": 15,
"total_value_sum": 855.8000000000002
},
"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\": 6, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 17, \"name\": \"Item_017\", \"value\": 66, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 18, \"name\": \"Item_018\", \"value\": 64, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 19, \"name\": \"Item_019\", \"value\": 21, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 20, \"name\": \"Item_020\", \"value\": 48, \"category\": \"Delta\", \"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": "Alpha",
"id": 16,
"name": "Item_016",
"priority": "Medium",
"value": 6
},
{
"category": "Delta",
"id": 17,
"name": "Item_017",
"priority": "High",
"value": 66
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"priority": "Low",
"value": 64
},
{
"category": "Beta",
"id": 19,
"name": "Item_019",
"priority": "High",
"value": 21
},
{
"category": "Delta",
"id": 20,
"name": "Item_020",
"priority": "Medium",
"value": 48
}
],
"end_index": 20,
"start_index": 15
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 4\nBatch total value: 225.50\n__OUTPUTS__ {\"processed_items\": [{\"id\": 16, \"name\": \"Item_016\", \"original_value\": 6, \"processed_value\": 6.6000000000000005, \"category\": \"Alpha\", \"priority\": \"Medium\", \"processed_at_batch\": 4, \"quality_score\": 16}, {\"id\": 17, \"name\": \"Item_017\", \"original_value\": 66, \"processed_value\": 72.60000000000001, \"category\": \"Delta\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 76}, {\"id\": 18, \"name\": \"Item_018\", \"original_value\": 64, \"processed_value\": 70.4, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 4, \"quality_score\": 74}, {\"id\": 19, \"name\": \"Item_019\", \"original_value\": 21, \"processed_value\": 23.1, \"category\": \"Beta\", \"priority\": \"High\", \"processed_at_batch\": 4, \"quality_score\": 31}, {\"id\": 20, \"name\": \"Item_020\", \"original_value\": 48, \"processed_value\": 52.800000000000004, \"category\": \"Delta\", \"priority\": \"Medium\", \"processed_at_batch\": 4, \"quality_score\": 58}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 225.50000000000003, \"average_value\": 45.10000000000001, \"category_distribution\": {\"Alpha\": 2, \"Delta\": 2, \"Beta\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 45.10000000000001,
"category_distribution": {
"Alpha": 2,
"Beta": 1,
"Delta": 2
},
"items_processed": 5,
"total_value": 225.50000000000003
},
"processed_items": [
{
"category": "Alpha",
"id": 16,
"name": "Item_016",
"original_value": 6,
"priority": "Medium",
"processed_at_batch": 4,
"processed_value": 6.6000000000000005,
"quality_score": 16
},
{
"category": "Delta",
"id": 17,
"name": "Item_017",
"original_value": 66,
"priority": "High",
"processed_at_batch": 4,
"processed_value": 72.60000000000001,
"quality_score": 76
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"original_value": 64,
"priority": "Low",
"processed_at_batch": 4,
"processed_value": 70.4,
"quality_score": 74
},
{
"category": "Beta",
"id": 19,
"name": "Item_019",
"original_value": 21,
"priority": "High",
"processed_at_batch": 4,
"processed_value": 23.1,
"quality_score": 31
},
{
"category": "Delta",
"id": 20,
"name": "Item_020",
"original_value": 48,
"priority": "Medium",
"processed_at_batch": 4,
"processed_value": 52.800000000000004,
"quality_score": 58
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 20 items processed across 4 batches\nRunning average value: 54.07\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 20, \"running_average\": 54.06500000000001, \"batch_number\": 4}}\n__STATE_UPDATES__ {\"total_processed\": 20, \"total_value_sum\": 1081.3000000000002, \"category_counts\": {\"Gamma\": 2, \"Alpha\": 8, \"Delta\": 7, \"Beta\": 3}, \"average_value\": 54.06500000000001, \"batches_completed\": 4}\n",
"outputs": {
"batch_progress": {
"batch_number": 4,
"items_this_batch": 5,
"running_average": 54.06500000000001,
"total_items_so_far": 20
}
},
"state_updates": {
"average_value": 54.06500000000001,
"batches_completed": 4,
"category_counts": {
"Alpha": 8,
"Beta": 3,
"Delta": 7,
"Gamma": 2
},
"total_processed": 20,
"total_value_sum": 1081.3000000000002
},
"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\": 92, \"category\": \"Gamma\", \"priority\": \"High\"}, {\"id\": 22, \"name\": \"Item_022\", \"value\": 61, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 23, \"name\": \"Item_023\", \"value\": 1, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 24, \"name\": \"Item_024\", \"value\": 52, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 25, \"name\": \"Item_025\", \"value\": 3, \"category\": \"Gamma\", \"priority\": \"Low\"}], \"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": "Gamma",
"id": 21,
"name": "Item_021",
"priority": "High",
"value": 92
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"priority": "High",
"value": 61
},
{
"category": "Beta",
"id": 23,
"name": "Item_023",
"priority": "High",
"value": 1
},
{
"category": "Alpha",
"id": 24,
"name": "Item_024",
"priority": "Low",
"value": 52
},
{
"category": "Gamma",
"id": 25,
"name": "Item_025",
"priority": "Low",
"value": 3
}
],
"end_index": 25,
"start_index": 20
},
"state_updates": {},
"status": "completed"
},
"process_for_batch": {
"output": "Processed 5 items in batch 5\nBatch total value: 229.90\n__OUTPUTS__ {\"processed_items\": [{\"id\": 21, \"name\": \"Item_021\", \"original_value\": 92, \"processed_value\": 101.2, \"category\": \"Gamma\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 100}, {\"id\": 22, \"name\": \"Item_022\", \"original_value\": 61, \"processed_value\": 67.10000000000001, \"category\": \"Beta\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 71}, {\"id\": 23, \"name\": \"Item_023\", \"original_value\": 1, \"processed_value\": 1.1, \"category\": \"Beta\", \"priority\": \"High\", \"processed_at_batch\": 5, \"quality_score\": 11}, {\"id\": 24, \"name\": \"Item_024\", \"original_value\": 52, \"processed_value\": 57.2, \"category\": \"Alpha\", \"priority\": \"Low\", \"processed_at_batch\": 5, \"quality_score\": 62}, {\"id\": 25, \"name\": \"Item_025\", \"original_value\": 3, \"processed_value\": 3.3000000000000003, \"category\": \"Gamma\", \"priority\": \"Low\", \"processed_at_batch\": 5, \"quality_score\": 13}], \"batch_stats\": {\"items_processed\": 5, \"total_value\": 229.90000000000003, \"average_value\": 45.980000000000004, \"category_distribution\": {\"Gamma\": 2, \"Beta\": 2, \"Alpha\": 1}}}\n__STATE_UPDATES__ {}\n",
"outputs": {
"batch_stats": {
"average_value": 45.980000000000004,
"category_distribution": {
"Alpha": 1,
"Beta": 2,
"Gamma": 2
},
"items_processed": 5,
"total_value": 229.90000000000003
},
"processed_items": [
{
"category": "Gamma",
"id": 21,
"name": "Item_021",
"original_value": 92,
"priority": "High",
"processed_at_batch": 5,
"processed_value": 101.2,
"quality_score": 100
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"original_value": 61,
"priority": "High",
"processed_at_batch": 5,
"processed_value": 67.10000000000001,
"quality_score": 71
},
{
"category": "Beta",
"id": 23,
"name": "Item_023",
"original_value": 1,
"priority": "High",
"processed_at_batch": 5,
"processed_value": 1.1,
"quality_score": 11
},
{
"category": "Alpha",
"id": 24,
"name": "Item_024",
"original_value": 52,
"priority": "Low",
"processed_at_batch": 5,
"processed_value": 57.2,
"quality_score": 62
},
{
"category": "Gamma",
"id": 25,
"name": "Item_025",
"original_value": 3,
"priority": "Low",
"processed_at_batch": 5,
"processed_value": 3.3000000000000003,
"quality_score": 13
}
]
},
"state_updates": {},
"status": "completed"
},
"update_for_state": {
"output": "For-Loop Progress: 25 items processed across 5 batches\nRunning average value: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 5, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 5}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 5}\n",
"outputs": {
"batch_progress": {
"batch_number": 5,
"items_this_batch": 5,
"running_average": 52.44800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 52.44800000000001,
"batches_completed": 5,
"category_counts": {
"Alpha": 9,
"Beta": 5,
"Delta": 7,
"Gamma": 4
},
"total_processed": 25,
"total_value_sum": 1311.2000000000003
},
"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: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 6}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 6}\n",
"outputs": {
"batch_progress": {
"batch_number": 6,
"items_this_batch": 0,
"running_average": 52.44800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 52.44800000000001,
"batches_completed": 6,
"category_counts": {
"Alpha": 9,
"Beta": 5,
"Delta": 7,
"Gamma": 4
},
"total_processed": 25,
"total_value_sum": 1311.2000000000003
},
"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: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 7}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 7}\n",
"outputs": {
"batch_progress": {
"batch_number": 7,
"items_this_batch": 0,
"running_average": 52.44800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 52.44800000000001,
"batches_completed": 7,
"category_counts": {
"Alpha": 9,
"Beta": 5,
"Delta": 7,
"Gamma": 4
},
"total_processed": 25,
"total_value_sum": 1311.2000000000003
},
"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: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 8}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 8}\n",
"outputs": {
"batch_progress": {
"batch_number": 8,
"items_this_batch": 0,
"running_average": 52.44800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 52.44800000000001,
"batches_completed": 8,
"category_counts": {
"Alpha": 9,
"Beta": 5,
"Delta": 7,
"Gamma": 4
},
"total_processed": 25,
"total_value_sum": 1311.2000000000003
},
"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: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 9}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 9}\n",
"outputs": {
"batch_progress": {
"batch_number": 9,
"items_this_batch": 0,
"running_average": 52.44800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 52.44800000000001,
"batches_completed": 9,
"category_counts": {
"Alpha": 9,
"Beta": 5,
"Delta": 7,
"Gamma": 4
},
"total_processed": 25,
"total_value_sum": 1311.2000000000003
},
"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: 52.45\n__OUTPUTS__ {\"batch_progress\": {\"items_this_batch\": 0, \"total_items_so_far\": 25, \"running_average\": 52.44800000000001, \"batch_number\": 10}}\n__STATE_UPDATES__ {\"total_processed\": 25, \"total_value_sum\": 1311.2000000000003, \"category_counts\": {\"Gamma\": 4, \"Alpha\": 9, \"Delta\": 7, \"Beta\": 5}, \"average_value\": 52.44800000000001, \"batches_completed\": 10}\n",
"outputs": {
"batch_progress": {
"batch_number": 10,
"items_this_batch": 0,
"running_average": 52.44800000000001,
"total_items_so_far": 25
}
},
"state_updates": {
"average_value": 52.44800000000001,
"batches_completed": 10,
"category_counts": {
"Alpha": 9,
"Beta": 5,
"Delta": 7,
"Gamma": 4
},
"total_processed": 25,
"total_value_sum": 1311.2000000000003
},
"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 68.0% completion with 80.3 average score\nThreshold target: 80 (Achieved: True)\n\nFOR-LOOP SUMMARY:\n - Processed all 25 items systematically\n - Generated total value of 1311.20\n - Average value per item: 52.45\n\nWHILE-LOOP SUMMARY:\n - Completed 17 items to quality standard\n - 8 items still pending improvement\n - Average quality score: 80.3/80\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\": 1311.2000000000003, \"average_value\": 52.44800000000001, \"category_distribution\": {\"Beta\": 5, \"Alpha\": 9, \"Delta\": 7, \"Gamma\": 4}, \"processing_efficiency\": \"100% - All items processed in predetermined batches\"}, \"while_loop_results\": {\"type\": \"Conditional processing until threshold met\", \"items_completed\": 17, \"items_still_pending\": 8, \"average_quality_score\": 80.28, \"completion_percentage\": 68.0, \"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\": \"68.0%\"}}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.279985,
"end_time": "2025-07-28T10:04:19.440845",
"message_sent": true,
"start_time": "2025-07-28T10:04:19.160860",
"timestamp": "2025-07-28T10:04:19.440845",
"worker_executed": true,
"workers_notified": true
},
"execution_summary": {
"batch_size_used": 5,
"quality_threshold": 80,
"total_items_generated": 25
},
"for_loop_results": {
"average_value": 52.44800000000001,
"batches_completed": 10,
"category_distribution": {
"Alpha": 9,
"Beta": 5,
"Delta": 7,
"Gamma": 4
},
"processing_efficiency": "100% - All items processed in predetermined batches",
"total_processed": 25,
"total_value_generated": 1311.2000000000003,
"type": "Fixed iteration processing"
},
"output": "=== LOOP COMPARISON REPORT ===\nFor-Loop: Processed 25 items in 10 fixed batches\nWhile-Loop: Achieved 68.0% completion with 80.3 average score\nThreshold target: 80 (Achieved: True)\n\nFOR-LOOP SUMMARY:\n - Processed all 25 items systematically\n - Generated total value of 1311.20\n - Average value per item: 52.45\n\nWHILE-LOOP SUMMARY:\n - Completed 17 items to quality standard\n - 8 items still pending improvement\n - Average quality score: 80.3/80\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\": 1311.2000000000003, \"average_value\": 52.44800000000001, \"category_distribution\": {\"Beta\": 5, \"Alpha\": 9, \"Delta\": 7, \"Gamma\": 4}, \"processing_efficiency\": \"100% - All items processed in predetermined batches\"}, \"while_loop_results\": {\"type\": \"Conditional processing until threshold met\", \"items_completed\": 17, \"items_still_pending\": 8, \"average_quality_score\": 80.28, \"completion_percentage\": 68.0, \"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\": \"68.0%\"}}\n",
"performance_metrics": {
"for_loop_completion_rate": "100%",
"for_loop_iterations": 10,
"while_loop_completion_rate": "68.0%",
"while_loop_iterations": 8
},
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "generate_comparison_report",
"while_loop_results": {
"average_quality_score": 80.28,
"completion_percentage": 68.0,
"items_completed": 17,
"items_needing_reprocessing": 3,
"items_still_pending": 8,
"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\": 52, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 2, \"name\": \"Item_002\", \"value\": 51, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 3, \"name\": \"Item_003\", \"value\": 66, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 4, \"name\": \"Item_004\", \"value\": 78, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 5, \"name\": \"Item_005\", \"value\": 92, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 6, \"name\": \"Item_006\", \"value\": 75, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 7, \"name\": \"Item_007\", \"value\": 8, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 8, \"name\": \"Item_008\", \"value\": 14, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 9, \"name\": \"Item_009\", \"value\": 67, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 10, \"name\": \"Item_010\", \"value\": 1, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 11, \"name\": \"Item_011\", \"value\": 87, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 12, \"name\": \"Item_012\", \"value\": 16, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 13, \"name\": \"Item_013\", \"value\": 93, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 14, \"name\": \"Item_014\", \"value\": 20, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 15, \"name\": \"Item_015\", \"value\": 58, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 16, \"name\": \"Item_016\", \"value\": 6, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 17, \"name\": \"Item_017\", \"value\": 66, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 18, \"name\": \"Item_018\", \"value\": 64, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 19, \"name\": \"Item_019\", \"value\": 21, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 20, \"name\": \"Item_020\", \"value\": 48, \"category\": \"Delta\", \"priority\": \"Medium\"}, {\"id\": 21, \"name\": \"Item_021\", \"value\": 92, \"category\": \"Gamma\", \"priority\": \"High\"}, {\"id\": 22, \"name\": \"Item_022\", \"value\": 61, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 23, \"name\": \"Item_023\", \"value\": 1, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 24, \"name\": \"Item_024\", \"value\": 52, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 25, \"name\": \"Item_025\", \"value\": 3, \"category\": \"Gamma\", \"priority\": \"Low\"}], \"while_loop_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 87, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 51, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 90, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 78, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 31, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 92, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 55, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 44, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"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": 0.18908,
"end_time": "2025-07-28T10:04:14.241475",
"message_sent": true,
"start_time": "2025-07-28T10:04:14.052395",
"timestamp": "2025-07-28T10:04:14.241475",
"worker_executed": true,
"workers_notified": true
},
"for_loop_batches": 5,
"for_loop_dataset": [
{
"category": "Gamma",
"id": 1,
"name": "Item_001",
"priority": "Low",
"value": 52
},
{
"category": "Alpha",
"id": 2,
"name": "Item_002",
"priority": "Medium",
"value": 51
},
{
"category": "Alpha",
"id": 3,
"name": "Item_003",
"priority": "Low",
"value": 66
},
{
"category": "Delta",
"id": 4,
"name": "Item_004",
"priority": "Low",
"value": 78
},
{
"category": "Alpha",
"id": 5,
"name": "Item_005",
"priority": "Medium",
"value": 92
},
{
"category": "Alpha",
"id": 6,
"name": "Item_006",
"priority": "High",
"value": 75
},
{
"category": "Delta",
"id": 7,
"name": "Item_007",
"priority": "High",
"value": 8
},
{
"category": "Alpha",
"id": 8,
"name": "Item_008",
"priority": "Medium",
"value": 14
},
{
"category": "Delta",
"id": 9,
"name": "Item_009",
"priority": "Low",
"value": 67
},
{
"category": "Gamma",
"id": 10,
"name": "Item_010",
"priority": "Medium",
"value": 1
},
{
"category": "Delta",
"id": 11,
"name": "Item_011",
"priority": "High",
"value": 87
},
{
"category": "Alpha",
"id": 12,
"name": "Item_012",
"priority": "Medium",
"value": 16
},
{
"category": "Beta",
"id": 13,
"name": "Item_013",
"priority": "Low",
"value": 93
},
{
"category": "Beta",
"id": 14,
"name": "Item_014",
"priority": "Low",
"value": 20
},
{
"category": "Delta",
"id": 15,
"name": "Item_015",
"priority": "Low",
"value": 58
},
{
"category": "Alpha",
"id": 16,
"name": "Item_016",
"priority": "Medium",
"value": 6
},
{
"category": "Delta",
"id": 17,
"name": "Item_017",
"priority": "High",
"value": 66
},
{
"category": "Alpha",
"id": 18,
"name": "Item_018",
"priority": "Low",
"value": 64
},
{
"category": "Beta",
"id": 19,
"name": "Item_019",
"priority": "High",
"value": 21
},
{
"category": "Delta",
"id": 20,
"name": "Item_020",
"priority": "Medium",
"value": 48
},
{
"category": "Gamma",
"id": 21,
"name": "Item_021",
"priority": "High",
"value": 92
},
{
"category": "Beta",
"id": 22,
"name": "Item_022",
"priority": "High",
"value": 61
},
{
"category": "Beta",
"id": 23,
"name": "Item_023",
"priority": "High",
"value": 1
},
{
"category": "Alpha",
"id": 24,
"name": "Item_024",
"priority": "Low",
"value": 52
},
{
"category": "Gamma",
"id": 25,
"name": "Item_025",
"priority": "Low",
"value": 3
}
],
"output": "Generated 25 items for processing\nFor-loop will process 5 batches\n__OUTPUTS__ {\"for_loop_dataset\": [{\"id\": 1, \"name\": \"Item_001\", \"value\": 52, \"category\": \"Gamma\", \"priority\": \"Low\"}, {\"id\": 2, \"name\": \"Item_002\", \"value\": 51, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 3, \"name\": \"Item_003\", \"value\": 66, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 4, \"name\": \"Item_004\", \"value\": 78, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 5, \"name\": \"Item_005\", \"value\": 92, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 6, \"name\": \"Item_006\", \"value\": 75, \"category\": \"Alpha\", \"priority\": \"High\"}, {\"id\": 7, \"name\": \"Item_007\", \"value\": 8, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 8, \"name\": \"Item_008\", \"value\": 14, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 9, \"name\": \"Item_009\", \"value\": 67, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 10, \"name\": \"Item_010\", \"value\": 1, \"category\": \"Gamma\", \"priority\": \"Medium\"}, {\"id\": 11, \"name\": \"Item_011\", \"value\": 87, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 12, \"name\": \"Item_012\", \"value\": 16, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 13, \"name\": \"Item_013\", \"value\": 93, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 14, \"name\": \"Item_014\", \"value\": 20, \"category\": \"Beta\", \"priority\": \"Low\"}, {\"id\": 15, \"name\": \"Item_015\", \"value\": 58, \"category\": \"Delta\", \"priority\": \"Low\"}, {\"id\": 16, \"name\": \"Item_016\", \"value\": 6, \"category\": \"Alpha\", \"priority\": \"Medium\"}, {\"id\": 17, \"name\": \"Item_017\", \"value\": 66, \"category\": \"Delta\", \"priority\": \"High\"}, {\"id\": 18, \"name\": \"Item_018\", \"value\": 64, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 19, \"name\": \"Item_019\", \"value\": 21, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 20, \"name\": \"Item_020\", \"value\": 48, \"category\": \"Delta\", \"priority\": \"Medium\"}, {\"id\": 21, \"name\": \"Item_021\", \"value\": 92, \"category\": \"Gamma\", \"priority\": \"High\"}, {\"id\": 22, \"name\": \"Item_022\", \"value\": 61, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 23, \"name\": \"Item_023\", \"value\": 1, \"category\": \"Beta\", \"priority\": \"High\"}, {\"id\": 24, \"name\": \"Item_024\", \"value\": 52, \"category\": \"Alpha\", \"priority\": \"Low\"}, {\"id\": 25, \"name\": \"Item_025\", \"value\": 3, \"category\": \"Gamma\", \"priority\": \"Low\"}], \"while_loop_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 87, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 51, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 90, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 78, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 31, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 92, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 55, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 44, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"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": true,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 2,
"name": "Record_002",
"needs_reprocessing": false,
"score": 87,
"status": "pending"
},
{
"attempts": 0,
"id": 3,
"name": "Record_003",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 4,
"name": "Record_004",
"needs_reprocessing": false,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 5,
"name": "Record_005",
"needs_reprocessing": false,
"score": 51,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": true,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": true,
"score": 90,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 78,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 31,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": true,
"score": 92,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": true,
"score": 55,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": true,
"score": 44,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"while_loop_processor": {
"execution_details": {
"actual_result": {
"loop_result": {
"exit_reason": "exit_condition",
"final_state": {
"average_score": 80.28,
"batch_size": 5,
"completion_percentage": 68.0,
"last_iteration": 8,
"pending_items": 8,
"processed_items": 17,
"processing_threshold": 80,
"reprocessing_count": 3,
"should_continue": false,
"total_items": 25,
"total_score": 2007,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 6,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 76,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 4,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 17,
"improvement_applied": 22,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 12,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 58,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 17,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"iteration_results": [
{
"iteration": 0,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 14.6\nCompleted: 3, Still need reprocessing: 1\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 41, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 1}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 73, \"reprocessing_needed\": 1}, \"average_improvement\": 14.6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 14.6,
"improved_items": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 16,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 41,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 15,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 66,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 1,
"score_increase": 73
}
},
"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\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 87, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 51, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"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": true,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 2,
"name": "Record_002",
"needs_reprocessing": false,
"score": 87,
"status": "pending"
},
{
"attempts": 0,
"id": 3,
"name": "Record_003",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 4,
"name": "Record_004",
"needs_reprocessing": false,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 5,
"name": "Record_005",
"needs_reprocessing": false,
"score": 51,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 22, Completed: 3\n Average Score: 61.2 (Threshold: 80)\n Completion: 12.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 22, \"completed\": 3, \"avg_score\": 61.24, \"completion_pct\": 12.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 41, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 1}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 90, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 78, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 31, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 92, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 55, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 44, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 22, \"processed_items\": 3, \"total_score\": 1531, \"average_score\": 61.24, \"reprocessing_count\": 14, \"should_continue\": true, \"completion_percentage\": 12.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 61.24,
"completed": 3,
"completion_pct": 12.0,
"pending": 22,
"should_continue": true
}
},
"state_updates": {
"average_score": 61.24,
"completion_percentage": 12.0,
"pending_items": 22,
"processed_items": 3,
"reprocessing_count": 14,
"should_continue": true,
"total_score": 1531,
"working_dataset": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 16,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 41,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 15,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 66,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": true,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": true,
"score": 90,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 78,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 31,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": true,
"score": 92,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": true,
"score": 55,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": true,
"score": 44,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 1,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 14.2\nCompleted: 4, Still need reprocessing: 0\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 48, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 4, \"score_increase\": 71, \"reprocessing_needed\": 0}, \"average_improvement\": 14.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 14.2,
"improved_items": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 7,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 48,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 4,
"items_improved": 5,
"reprocessing_needed": 0,
"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 2: Found 22 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 41, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 1}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 90, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 78, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 17, \"iteration\": 2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 2,
"remaining_candidates": 17,
"selected_items": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 16,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 41,
"status": "pending"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 15,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 66,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": true,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": true,
"score": 90,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 78,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 18, Completed: 7\n Average Score: 63.7 (Threshold: 80)\n Completion: 28.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 18, \"completed\": 7, \"avg_score\": 63.68, \"completion_pct\": 28.000000000000004, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 48, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 31, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 92, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 55, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 44, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 18, \"processed_items\": 7, \"total_score\": 1592, \"average_score\": 63.68, \"reprocessing_count\": 10, \"should_continue\": true, \"completion_percentage\": 28.000000000000004}\n",
"outputs": {
"iteration_summary": {
"avg_score": 63.68,
"completed": 7,
"completion_pct": 28.000000000000004,
"pending": 18,
"should_continue": true
}
},
"state_updates": {
"average_score": 63.68,
"completion_percentage": 28.000000000000004,
"pending_items": 18,
"processed_items": 7,
"reprocessing_count": 10,
"should_continue": true,
"total_score": 1592,
"working_dataset": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 7,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 48,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 31,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": true,
"score": 92,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": true,
"score": 55,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": true,
"score": 44,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 2,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 15.2\nCompleted: 1, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 59, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 38, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 3}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 74, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 3}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 60, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 16, \"processed_in_iteration\": 3}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 76, \"reprocessing_needed\": 2}, \"average_improvement\": 15.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 15.2,
"improved_items": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 11,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 38,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 74,
"status": "pending"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 16,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 1,
"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 3: Found 18 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 48, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 31, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 92, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 55, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 44, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 13, \"iteration\": 3}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 3,
"remaining_candidates": 13,
"selected_items": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 7,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 48,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 31,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": true,
"score": 92,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": true,
"score": 55,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": true,
"score": 44,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 17, Completed: 8\n Average Score: 66.1 (Threshold: 80)\n Completion: 32.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 17, \"completed\": 8, \"avg_score\": 66.12, \"completion_pct\": 32.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 59, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 38, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 3}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 74, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 3}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 60, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 17, \"processed_items\": 8, \"total_score\": 1653, \"average_score\": 66.12, \"reprocessing_count\": 8, \"should_continue\": true, \"completion_percentage\": 32.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 66.12,
"completed": 8,
"completion_pct": 32.0,
"pending": 17,
"should_continue": true
}
},
"state_updates": {
"average_score": 66.12,
"completion_percentage": 32.0,
"pending_items": 17,
"processed_items": 8,
"reprocessing_count": 8,
"should_continue": true,
"total_score": 1653,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 11,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 38,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 74,
"status": "pending"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 16,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 3,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 10.4\nCompleted: 1, Still need reprocessing: 3\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 72, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 43, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 65, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 68, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 4}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 52, \"reprocessing_needed\": 3}, \"average_improvement\": 10.4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 10.4,
"improved_items": [
{
"attempts": 4,
"id": 1,
"improvement_applied": 13,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 72,
"status": "pending"
},
{
"attempts": 2,
"id": 9,
"improvement_applied": 5,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 43,
"status": "pending"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 12,
"improvement_applied": 5,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 65,
"status": "pending"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 10,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 68,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 1,
"items_improved": 5,
"reprocessing_needed": 3,
"score_increase": 52
}
},
"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 17 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 59, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 38, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 74, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 3}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 60, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 12, \"iteration\": 4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 4,
"remaining_candidates": 12,
"selected_items": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 11,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 38,
"status": "pending"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 74,
"status": "pending"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 16,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 16, Completed: 9\n Average Score: 68.2 (Threshold: 80)\n Completion: 36.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 16, \"completed\": 9, \"avg_score\": 68.2, \"completion_pct\": 36.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 72, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 43, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 65, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 68, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 4}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 16, \"processed_items\": 9, \"total_score\": 1705, \"average_score\": 68.2, \"reprocessing_count\": 8, \"should_continue\": true, \"completion_percentage\": 36.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 68.2,
"completed": 9,
"completion_pct": 36.0,
"pending": 16,
"should_continue": true
}
},
"state_updates": {
"average_score": 68.2,
"completion_percentage": 36.0,
"pending_items": 16,
"processed_items": 9,
"reprocessing_count": 8,
"should_continue": true,
"total_score": 1705,
"working_dataset": [
{
"attempts": 4,
"id": 1,
"improvement_applied": 13,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 72,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 2,
"id": 9,
"improvement_applied": 5,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 43,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 12,
"improvement_applied": 5,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 65,
"status": "pending"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 10,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 68,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 4,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 12.0\nCompleted: 2, Still need reprocessing: 3\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 50, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 5}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 73, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 2, \"score_increase\": 60, \"reprocessing_needed\": 3}, \"average_improvement\": 12.0}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 12.0,
"improved_items": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 3,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 50,
"status": "pending"
},
{
"attempts": 3,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 73,
"status": "pending"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 15,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 36,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 2,
"items_improved": 5,
"reprocessing_needed": 3,
"score_increase": 60
}
},
"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\": 1, \"name\": \"Record_001\", \"score\": 72, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 43, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 65, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 68, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 4}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"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": 1,
"improvement_applied": 13,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 72,
"status": "pending"
},
{
"attempts": 2,
"id": 9,
"improvement_applied": 5,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 43,
"status": "pending"
},
{
"attempts": 2,
"id": 12,
"improvement_applied": 5,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 65,
"status": "pending"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 10,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 68,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 14, Completed: 11\n Average Score: 70.6 (Threshold: 80)\n Completion: 44.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 14, \"completed\": 11, \"avg_score\": 70.6, \"completion_pct\": 44.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 50, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 5}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 73, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 14, \"processed_items\": 11, \"total_score\": 1765, \"average_score\": 70.6, \"reprocessing_count\": 8, \"should_continue\": true, \"completion_percentage\": 44.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 70.6,
"completed": 11,
"completion_pct": 44.0,
"pending": 14,
"should_continue": true
}
},
"state_updates": {
"average_score": 70.6,
"completion_percentage": 44.0,
"pending_items": 14,
"processed_items": 11,
"reprocessing_count": 8,
"should_continue": true,
"total_score": 1765,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 3,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 50,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 3,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 73,
"status": "pending"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 15,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 36,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 5,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 15.6\nCompleted: 3, Still need reprocessing: 0\n__OUTPUTS__ {\"improved_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 60, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 91, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 6}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 6}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 78, \"reprocessing_needed\": 0}, \"average_improvement\": 15.6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 15.6,
"improved_items": [
{
"attempts": 4,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 60,
"status": "pending"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 0,
"score_increase": 78
}
},
"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 14 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 50, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 5}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 73, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 9, \"iteration\": 6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 6,
"remaining_candidates": 9,
"selected_items": [
{
"attempts": 3,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 50,
"status": "pending"
},
{
"attempts": 3,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 73,
"status": "pending"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 15,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 36,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 11, Completed: 14\n Average Score: 73.7 (Threshold: 80)\n Completion: 56.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 11, \"completed\": 14, \"avg_score\": 73.72, \"completion_pct\": 56.00000000000001, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 60, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 91, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 6}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 11, \"processed_items\": 14, \"total_score\": 1843, \"average_score\": 73.72, \"reprocessing_count\": 4, \"should_continue\": true, \"completion_percentage\": 56.00000000000001}\n",
"outputs": {
"iteration_summary": {
"avg_score": 73.72,
"completed": 14,
"completion_pct": 56.00000000000001,
"pending": 11,
"should_continue": true
}
},
"state_updates": {
"average_score": 73.72,
"completion_percentage": 56.00000000000001,
"pending_items": 11,
"processed_items": 14,
"reprocessing_count": 4,
"should_continue": true,
"total_score": 1843,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 4,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 60,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 6,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 16.2\nCompleted: 2, Still need reprocessing: 3\n__OUTPUTS__ {\"improved_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 66, \"status\": \"pending\", \"attempts\": 5, \"needs_reprocessing\": true, \"improvement_applied\": 6, \"processed_in_iteration\": 7}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 78, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 47, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 7}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 86, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 97, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 7}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 2, \"score_increase\": 81, \"reprocessing_needed\": 3}, \"average_improvement\": 16.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 16.2,
"improved_items": [
{
"attempts": 5,
"id": 9,
"improvement_applied": 6,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 66,
"status": "pending"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 78,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 15,
"name": "Record_017",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 47,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 2,
"items_improved": 5,
"reprocessing_needed": 3,
"score_increase": 81
}
},
"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 11 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 60, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 6, \"iteration\": 7}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 7,
"remaining_candidates": 6,
"selected_items": [
{
"attempts": 4,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 60,
"status": "pending"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 57,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 9, Completed: 16\n Average Score: 77.0 (Threshold: 80)\n Completion: 64.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 9, \"completed\": 16, \"avg_score\": 76.96, \"completion_pct\": 64.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 66, \"status\": \"pending\", \"attempts\": 5, \"needs_reprocessing\": true, \"improvement_applied\": 6, \"processed_in_iteration\": 7}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 91, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 6}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 78, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 47, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 7}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 86, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 97, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 7}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 9, \"processed_items\": 16, \"total_score\": 1924, \"average_score\": 76.96, \"reprocessing_count\": 5, \"should_continue\": true, \"completion_percentage\": 64.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 76.96,
"completed": 16,
"completion_pct": 64.0,
"pending": 9,
"should_continue": true
}
},
"state_updates": {
"average_score": 76.96,
"completion_percentage": 64.0,
"pending_items": 9,
"processed_items": 16,
"reprocessing_count": 5,
"should_continue": true,
"total_score": 1924,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 5,
"id": 9,
"improvement_applied": 6,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 66,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 78,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 15,
"name": "Record_017",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 47,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 7,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 16.8\nCompleted: 1, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 76, \"status\": \"pending\", \"attempts\": 6, \"needs_reprocessing\": true, \"improvement_applied\": 10, \"processed_in_iteration\": 8}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 100, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 8}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 69, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 8}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 58, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 8}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 17, \"processed_in_iteration\": 8}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 84, \"reprocessing_needed\": 2}, \"average_improvement\": 16.8}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 16.8,
"improved_items": [
{
"attempts": 6,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 76,
"status": "pending"
},
{
"attempts": 4,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 17,
"improvement_applied": 22,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 12,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 58,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 17,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 77,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 1,
"items_improved": 5,
"reprocessing_needed": 2,
"score_increase": 84
}
},
"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\": 9, \"name\": \"Record_009\", \"score\": 66, \"status\": \"pending\", \"attempts\": 5, \"needs_reprocessing\": true, \"improvement_applied\": 6, \"processed_in_iteration\": 7}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 78, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 47, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 7}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 4, \"iteration\": 8}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 8,
"remaining_candidates": 4,
"selected_items": [
{
"attempts": 5,
"id": 9,
"improvement_applied": 6,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 66,
"status": "pending"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 78,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 15,
"name": "Record_017",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 47,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 8, Completed: 17\n Average Score: 80.3 (Threshold: 80)\n Completion: 68.0%\n Should Continue: False\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 8, \"completed\": 17, \"avg_score\": 80.28, \"completion_pct\": 68.0, \"should_continue\": false}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 76, \"status\": \"pending\", \"attempts\": 6, \"needs_reprocessing\": true, \"improvement_applied\": 10, \"processed_in_iteration\": 8}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 91, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 6}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 100, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 8}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 69, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 8}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 86, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 97, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 7}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 58, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 8}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 17, \"processed_in_iteration\": 8}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 8, \"processed_items\": 17, \"total_score\": 2007, \"average_score\": 80.28, \"reprocessing_count\": 3, \"should_continue\": false, \"completion_percentage\": 68.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 80.28,
"completed": 17,
"completion_pct": 68.0,
"pending": 8,
"should_continue": false
}
},
"state_updates": {
"average_score": 80.28,
"completion_percentage": 68.0,
"pending_items": 8,
"processed_items": 17,
"reprocessing_count": 3,
"should_continue": false,
"total_score": 2007,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 6,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 76,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 4,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 17,
"improvement_applied": 22,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 12,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 58,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 17,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
}
],
"iterations_completed": 8
},
"output": "Loop completed after 8 iterations",
"status": "completed"
},
"duration_seconds": 1.794965,
"end_time": "2025-07-28T10:04:19.048450",
"message_sent": true,
"start_time": "2025-07-28T10:04:17.253485",
"timestamp": "2025-07-28T10:04:19.048450",
"worker_executed": true,
"workers_notified": true
},
"exit_reason": "exit_condition",
"final_state": {
"average_score": 80.28,
"batch_size": 5,
"completion_percentage": 68.0,
"last_iteration": 8,
"pending_items": 8,
"processed_items": 17,
"processing_threshold": 80,
"reprocessing_count": 3,
"should_continue": false,
"total_items": 25,
"total_score": 2007,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 6,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 76,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 4,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 17,
"improvement_applied": 22,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 12,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 58,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 17,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"iterations_completed": 8,
"loop_result": {
"exit_reason": "exit_condition",
"final_state": {
"average_score": 80.28,
"batch_size": 5,
"completion_percentage": 68.0,
"last_iteration": 8,
"pending_items": 8,
"processed_items": 17,
"processing_threshold": 80,
"reprocessing_count": 3,
"should_continue": false,
"total_items": 25,
"total_score": 2007,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 6,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 76,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 4,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 17,
"improvement_applied": 22,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 12,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 58,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 17,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"iteration_results": [
{
"iteration": 0,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 14.6\nCompleted: 3, Still need reprocessing: 1\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 41, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 1}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 73, \"reprocessing_needed\": 1}, \"average_improvement\": 14.6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 14.6,
"improved_items": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 16,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 41,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 15,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 66,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 1,
"score_increase": 73
}
},
"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\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 87, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 51, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"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": true,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 2,
"name": "Record_002",
"needs_reprocessing": false,
"score": 87,
"status": "pending"
},
{
"attempts": 0,
"id": 3,
"name": "Record_003",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 4,
"name": "Record_004",
"needs_reprocessing": false,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 5,
"name": "Record_005",
"needs_reprocessing": false,
"score": 51,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 22, Completed: 3\n Average Score: 61.2 (Threshold: 80)\n Completion: 12.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 22, \"completed\": 3, \"avg_score\": 61.24, \"completion_pct\": 12.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 41, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 1}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 90, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 78, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 31, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 92, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 55, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 44, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 22, \"processed_items\": 3, \"total_score\": 1531, \"average_score\": 61.24, \"reprocessing_count\": 14, \"should_continue\": true, \"completion_percentage\": 12.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 61.24,
"completed": 3,
"completion_pct": 12.0,
"pending": 22,
"should_continue": true
}
},
"state_updates": {
"average_score": 61.24,
"completion_percentage": 12.0,
"pending_items": 22,
"processed_items": 3,
"reprocessing_count": 14,
"should_continue": true,
"total_score": 1531,
"working_dataset": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 16,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 41,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 15,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 66,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": true,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": true,
"score": 90,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 78,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 31,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": true,
"score": 92,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": true,
"score": 55,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": true,
"score": 44,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 1,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 14.2\nCompleted: 4, Still need reprocessing: 0\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 48, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 4, \"score_increase\": 71, \"reprocessing_needed\": 0}, \"average_improvement\": 14.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 14.2,
"improved_items": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 7,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 48,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 4,
"items_improved": 5,
"reprocessing_needed": 0,
"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 2: Found 22 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 41, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 1}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 90, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 78, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 17, \"iteration\": 2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 2,
"remaining_candidates": 17,
"selected_items": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 16,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 41,
"status": "pending"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 15,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 66,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": true,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": true,
"score": 90,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 78,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 18, Completed: 7\n Average Score: 63.7 (Threshold: 80)\n Completion: 28.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 18, \"completed\": 7, \"avg_score\": 63.68, \"completion_pct\": 28.000000000000004, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 48, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 31, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 92, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 55, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 44, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 18, \"processed_items\": 7, \"total_score\": 1592, \"average_score\": 63.68, \"reprocessing_count\": 10, \"should_continue\": true, \"completion_percentage\": 28.000000000000004}\n",
"outputs": {
"iteration_summary": {
"avg_score": 63.68,
"completed": 7,
"completion_pct": 28.000000000000004,
"pending": 18,
"should_continue": true
}
},
"state_updates": {
"average_score": 63.68,
"completion_percentage": 28.000000000000004,
"pending_items": 18,
"processed_items": 7,
"reprocessing_count": 10,
"should_continue": true,
"total_score": 1592,
"working_dataset": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 7,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 48,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 31,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": true,
"score": 92,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": true,
"score": 55,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": true,
"score": 44,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 2,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 15.2\nCompleted: 1, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 59, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 38, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 3}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 74, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 3}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 60, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 16, \"processed_in_iteration\": 3}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 76, \"reprocessing_needed\": 2}, \"average_improvement\": 15.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 15.2,
"improved_items": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 11,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 38,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 74,
"status": "pending"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 16,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 1,
"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 3: Found 18 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 48, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 31, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 92, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 55, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 44, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 13, \"iteration\": 3}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 3,
"remaining_candidates": 13,
"selected_items": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 7,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 48,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 31,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": true,
"score": 92,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": true,
"score": 55,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": true,
"score": 44,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 17, Completed: 8\n Average Score: 66.1 (Threshold: 80)\n Completion: 32.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 17, \"completed\": 8, \"avg_score\": 66.12, \"completion_pct\": 32.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 59, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 38, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 3}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 74, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 3}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 60, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 17, \"processed_items\": 8, \"total_score\": 1653, \"average_score\": 66.12, \"reprocessing_count\": 8, \"should_continue\": true, \"completion_percentage\": 32.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 66.12,
"completed": 8,
"completion_pct": 32.0,
"pending": 17,
"should_continue": true
}
},
"state_updates": {
"average_score": 66.12,
"completion_percentage": 32.0,
"pending_items": 17,
"processed_items": 8,
"reprocessing_count": 8,
"should_continue": true,
"total_score": 1653,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 11,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 38,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 74,
"status": "pending"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 16,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 3,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 10.4\nCompleted: 1, Still need reprocessing: 3\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 72, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 43, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 65, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 68, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 4}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 52, \"reprocessing_needed\": 3}, \"average_improvement\": 10.4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 10.4,
"improved_items": [
{
"attempts": 4,
"id": 1,
"improvement_applied": 13,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 72,
"status": "pending"
},
{
"attempts": 2,
"id": 9,
"improvement_applied": 5,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 43,
"status": "pending"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 12,
"improvement_applied": 5,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 65,
"status": "pending"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 10,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 68,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 1,
"items_improved": 5,
"reprocessing_needed": 3,
"score_increase": 52
}
},
"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 17 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 59, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 38, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 74, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 3}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 60, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 12, \"iteration\": 4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 4,
"remaining_candidates": 12,
"selected_items": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 11,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 38,
"status": "pending"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 74,
"status": "pending"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 16,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 16, Completed: 9\n Average Score: 68.2 (Threshold: 80)\n Completion: 36.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 16, \"completed\": 9, \"avg_score\": 68.2, \"completion_pct\": 36.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 72, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 43, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 65, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 68, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 4}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 16, \"processed_items\": 9, \"total_score\": 1705, \"average_score\": 68.2, \"reprocessing_count\": 8, \"should_continue\": true, \"completion_percentage\": 36.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 68.2,
"completed": 9,
"completion_pct": 36.0,
"pending": 16,
"should_continue": true
}
},
"state_updates": {
"average_score": 68.2,
"completion_percentage": 36.0,
"pending_items": 16,
"processed_items": 9,
"reprocessing_count": 8,
"should_continue": true,
"total_score": 1705,
"working_dataset": [
{
"attempts": 4,
"id": 1,
"improvement_applied": 13,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 72,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 2,
"id": 9,
"improvement_applied": 5,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 43,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 12,
"improvement_applied": 5,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 65,
"status": "pending"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 10,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 68,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 4,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 12.0\nCompleted: 2, Still need reprocessing: 3\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 50, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 5}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 73, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 2, \"score_increase\": 60, \"reprocessing_needed\": 3}, \"average_improvement\": 12.0}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 12.0,
"improved_items": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 3,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 50,
"status": "pending"
},
{
"attempts": 3,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 73,
"status": "pending"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 15,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 36,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 2,
"items_improved": 5,
"reprocessing_needed": 3,
"score_increase": 60
}
},
"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\": 1, \"name\": \"Record_001\", \"score\": 72, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 43, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 65, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 68, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 4}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"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": 1,
"improvement_applied": 13,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 72,
"status": "pending"
},
{
"attempts": 2,
"id": 9,
"improvement_applied": 5,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 43,
"status": "pending"
},
{
"attempts": 2,
"id": 12,
"improvement_applied": 5,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 65,
"status": "pending"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 10,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 68,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 14, Completed: 11\n Average Score: 70.6 (Threshold: 80)\n Completion: 44.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 14, \"completed\": 11, \"avg_score\": 70.6, \"completion_pct\": 44.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 50, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 5}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 73, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 14, \"processed_items\": 11, \"total_score\": 1765, \"average_score\": 70.6, \"reprocessing_count\": 8, \"should_continue\": true, \"completion_percentage\": 44.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 70.6,
"completed": 11,
"completion_pct": 44.0,
"pending": 14,
"should_continue": true
}
},
"state_updates": {
"average_score": 70.6,
"completion_percentage": 44.0,
"pending_items": 14,
"processed_items": 11,
"reprocessing_count": 8,
"should_continue": true,
"total_score": 1765,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 3,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 50,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 3,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 73,
"status": "pending"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 15,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 36,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 5,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 15.6\nCompleted: 3, Still need reprocessing: 0\n__OUTPUTS__ {\"improved_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 60, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 91, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 6}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 6}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 78, \"reprocessing_needed\": 0}, \"average_improvement\": 15.6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 15.6,
"improved_items": [
{
"attempts": 4,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 60,
"status": "pending"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 0,
"score_increase": 78
}
},
"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 14 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 50, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 5}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 73, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 9, \"iteration\": 6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 6,
"remaining_candidates": 9,
"selected_items": [
{
"attempts": 3,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 50,
"status": "pending"
},
{
"attempts": 3,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 73,
"status": "pending"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 15,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 36,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 11, Completed: 14\n Average Score: 73.7 (Threshold: 80)\n Completion: 56.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 11, \"completed\": 14, \"avg_score\": 73.72, \"completion_pct\": 56.00000000000001, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 60, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 91, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 6}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 11, \"processed_items\": 14, \"total_score\": 1843, \"average_score\": 73.72, \"reprocessing_count\": 4, \"should_continue\": true, \"completion_percentage\": 56.00000000000001}\n",
"outputs": {
"iteration_summary": {
"avg_score": 73.72,
"completed": 14,
"completion_pct": 56.00000000000001,
"pending": 11,
"should_continue": true
}
},
"state_updates": {
"average_score": 73.72,
"completion_percentage": 56.00000000000001,
"pending_items": 11,
"processed_items": 14,
"reprocessing_count": 4,
"should_continue": true,
"total_score": 1843,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 4,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 60,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 6,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 16.2\nCompleted: 2, Still need reprocessing: 3\n__OUTPUTS__ {\"improved_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 66, \"status\": \"pending\", \"attempts\": 5, \"needs_reprocessing\": true, \"improvement_applied\": 6, \"processed_in_iteration\": 7}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 78, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 47, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 7}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 86, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 97, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 7}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 2, \"score_increase\": 81, \"reprocessing_needed\": 3}, \"average_improvement\": 16.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 16.2,
"improved_items": [
{
"attempts": 5,
"id": 9,
"improvement_applied": 6,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 66,
"status": "pending"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 78,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 15,
"name": "Record_017",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 47,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 2,
"items_improved": 5,
"reprocessing_needed": 3,
"score_increase": 81
}
},
"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 11 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 60, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 6, \"iteration\": 7}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 7,
"remaining_candidates": 6,
"selected_items": [
{
"attempts": 4,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 60,
"status": "pending"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 57,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 9, Completed: 16\n Average Score: 77.0 (Threshold: 80)\n Completion: 64.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 9, \"completed\": 16, \"avg_score\": 76.96, \"completion_pct\": 64.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 66, \"status\": \"pending\", \"attempts\": 5, \"needs_reprocessing\": true, \"improvement_applied\": 6, \"processed_in_iteration\": 7}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 91, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 6}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 78, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 47, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 7}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 86, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 97, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 7}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 9, \"processed_items\": 16, \"total_score\": 1924, \"average_score\": 76.96, \"reprocessing_count\": 5, \"should_continue\": true, \"completion_percentage\": 64.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 76.96,
"completed": 16,
"completion_pct": 64.0,
"pending": 9,
"should_continue": true
}
},
"state_updates": {
"average_score": 76.96,
"completion_percentage": 64.0,
"pending_items": 9,
"processed_items": 16,
"reprocessing_count": 5,
"should_continue": true,
"total_score": 1924,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 5,
"id": 9,
"improvement_applied": 6,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 66,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 78,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 15,
"name": "Record_017",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 47,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 7,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 16.8\nCompleted: 1, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 76, \"status\": \"pending\", \"attempts\": 6, \"needs_reprocessing\": true, \"improvement_applied\": 10, \"processed_in_iteration\": 8}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 100, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 8}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 69, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 8}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 58, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 8}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 17, \"processed_in_iteration\": 8}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 84, \"reprocessing_needed\": 2}, \"average_improvement\": 16.8}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 16.8,
"improved_items": [
{
"attempts": 6,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 76,
"status": "pending"
},
{
"attempts": 4,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 17,
"improvement_applied": 22,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 12,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 58,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 17,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 77,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 1,
"items_improved": 5,
"reprocessing_needed": 2,
"score_increase": 84
}
},
"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\": 9, \"name\": \"Record_009\", \"score\": 66, \"status\": \"pending\", \"attempts\": 5, \"needs_reprocessing\": true, \"improvement_applied\": 6, \"processed_in_iteration\": 7}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 78, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 47, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 7}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 4, \"iteration\": 8}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 8,
"remaining_candidates": 4,
"selected_items": [
{
"attempts": 5,
"id": 9,
"improvement_applied": 6,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 66,
"status": "pending"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 78,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 15,
"name": "Record_017",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 47,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 8, Completed: 17\n Average Score: 80.3 (Threshold: 80)\n Completion: 68.0%\n Should Continue: False\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 8, \"completed\": 17, \"avg_score\": 80.28, \"completion_pct\": 68.0, \"should_continue\": false}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 76, \"status\": \"pending\", \"attempts\": 6, \"needs_reprocessing\": true, \"improvement_applied\": 10, \"processed_in_iteration\": 8}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 91, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 6}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 100, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 8}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 69, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 8}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 86, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 97, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 7}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 58, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 8}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 17, \"processed_in_iteration\": 8}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 8, \"processed_items\": 17, \"total_score\": 2007, \"average_score\": 80.28, \"reprocessing_count\": 3, \"should_continue\": false, \"completion_percentage\": 68.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 80.28,
"completed": 17,
"completion_pct": 68.0,
"pending": 8,
"should_continue": false
}
},
"state_updates": {
"average_score": 80.28,
"completion_percentage": 68.0,
"pending_items": 8,
"processed_items": 17,
"reprocessing_count": 3,
"should_continue": false,
"total_score": 2007,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 6,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 76,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 4,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 17,
"improvement_applied": 22,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 12,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 58,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 17,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"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": 80.28,
"batch_size": 5,
"completion_percentage": 68.0,
"last_iteration": 8,
"pending_items": 8,
"processed_items": 17,
"processing_threshold": 80,
"reprocessing_count": 3,
"should_continue": false,
"total_items": 25,
"total_score": 2007,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 6,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 76,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 4,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 17,
"improvement_applied": 22,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 12,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 58,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 17,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"iteration_results": [
{
"iteration": 0,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 14.6\nCompleted: 3, Still need reprocessing: 1\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 41, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 1}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 73, \"reprocessing_needed\": 1}, \"average_improvement\": 14.6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 14.6,
"improved_items": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 16,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 41,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 15,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 66,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 1,
"score_increase": 73
}
},
"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\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 87, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 51, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"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": true,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 2,
"name": "Record_002",
"needs_reprocessing": false,
"score": 87,
"status": "pending"
},
{
"attempts": 0,
"id": 3,
"name": "Record_003",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 4,
"name": "Record_004",
"needs_reprocessing": false,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 5,
"name": "Record_005",
"needs_reprocessing": false,
"score": 51,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 22, Completed: 3\n Average Score: 61.2 (Threshold: 80)\n Completion: 12.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 22, \"completed\": 3, \"avg_score\": 61.24, \"completion_pct\": 12.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 41, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 1}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 90, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 78, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 31, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 92, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 55, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 44, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 22, \"processed_items\": 3, \"total_score\": 1531, \"average_score\": 61.24, \"reprocessing_count\": 14, \"should_continue\": true, \"completion_percentage\": 12.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 61.24,
"completed": 3,
"completion_pct": 12.0,
"pending": 22,
"should_continue": true
}
},
"state_updates": {
"average_score": 61.24,
"completion_percentage": 12.0,
"pending_items": 22,
"processed_items": 3,
"reprocessing_count": 14,
"should_continue": true,
"total_score": 1531,
"working_dataset": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 16,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 41,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 15,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 66,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": true,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": true,
"score": 90,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 78,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 31,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": true,
"score": 92,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": true,
"score": 55,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": true,
"score": 44,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 1,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 14.2\nCompleted: 4, Still need reprocessing: 0\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 48, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 4, \"score_increase\": 71, \"reprocessing_needed\": 0}, \"average_improvement\": 14.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 14.2,
"improved_items": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 7,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 48,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 4,
"items_improved": 5,
"reprocessing_needed": 0,
"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 2: Found 22 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 41, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 1}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 90, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 78, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 17, \"iteration\": 2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 2,
"remaining_candidates": 17,
"selected_items": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 16,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 41,
"status": "pending"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 15,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 66,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": true,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": true,
"score": 90,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 78,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 18, Completed: 7\n Average Score: 63.7 (Threshold: 80)\n Completion: 28.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 18, \"completed\": 7, \"avg_score\": 63.68, \"completion_pct\": 28.000000000000004, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 48, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 31, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 92, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 55, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 44, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 18, \"processed_items\": 7, \"total_score\": 1592, \"average_score\": 63.68, \"reprocessing_count\": 10, \"should_continue\": true, \"completion_percentage\": 28.000000000000004}\n",
"outputs": {
"iteration_summary": {
"avg_score": 63.68,
"completed": 7,
"completion_pct": 28.000000000000004,
"pending": 18,
"should_continue": true
}
},
"state_updates": {
"average_score": 63.68,
"completion_percentage": 28.000000000000004,
"pending_items": 18,
"processed_items": 7,
"reprocessing_count": 10,
"should_continue": true,
"total_score": 1592,
"working_dataset": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 7,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 48,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 31,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": true,
"score": 92,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": true,
"score": 55,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": true,
"score": 44,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 2,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 15.2\nCompleted: 1, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 59, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 38, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 3}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 74, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 3}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 60, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 16, \"processed_in_iteration\": 3}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 76, \"reprocessing_needed\": 2}, \"average_improvement\": 15.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 15.2,
"improved_items": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 11,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 38,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 74,
"status": "pending"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 16,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 1,
"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 3: Found 18 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 48, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 31, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 92, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 55, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 44, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 13, \"iteration\": 3}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 3,
"remaining_candidates": 13,
"selected_items": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 7,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 48,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 31,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": true,
"score": 92,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": true,
"score": 55,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": true,
"score": 44,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 17, Completed: 8\n Average Score: 66.1 (Threshold: 80)\n Completion: 32.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 17, \"completed\": 8, \"avg_score\": 66.12, \"completion_pct\": 32.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 59, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 38, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 3}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 74, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 3}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 60, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 17, \"processed_items\": 8, \"total_score\": 1653, \"average_score\": 66.12, \"reprocessing_count\": 8, \"should_continue\": true, \"completion_percentage\": 32.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 66.12,
"completed": 8,
"completion_pct": 32.0,
"pending": 17,
"should_continue": true
}
},
"state_updates": {
"average_score": 66.12,
"completion_percentage": 32.0,
"pending_items": 17,
"processed_items": 8,
"reprocessing_count": 8,
"should_continue": true,
"total_score": 1653,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 11,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 38,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 74,
"status": "pending"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 16,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 3,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 10.4\nCompleted: 1, Still need reprocessing: 3\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 72, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 43, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 65, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 68, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 4}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 52, \"reprocessing_needed\": 3}, \"average_improvement\": 10.4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 10.4,
"improved_items": [
{
"attempts": 4,
"id": 1,
"improvement_applied": 13,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 72,
"status": "pending"
},
{
"attempts": 2,
"id": 9,
"improvement_applied": 5,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 43,
"status": "pending"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 12,
"improvement_applied": 5,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 65,
"status": "pending"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 10,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 68,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 1,
"items_improved": 5,
"reprocessing_needed": 3,
"score_increase": 52
}
},
"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 17 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 59, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 38, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 74, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 3}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 60, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 12, \"iteration\": 4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 4,
"remaining_candidates": 12,
"selected_items": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 11,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 38,
"status": "pending"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 74,
"status": "pending"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 16,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 16, Completed: 9\n Average Score: 68.2 (Threshold: 80)\n Completion: 36.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 16, \"completed\": 9, \"avg_score\": 68.2, \"completion_pct\": 36.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 72, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 43, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 65, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 68, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 4}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 16, \"processed_items\": 9, \"total_score\": 1705, \"average_score\": 68.2, \"reprocessing_count\": 8, \"should_continue\": true, \"completion_percentage\": 36.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 68.2,
"completed": 9,
"completion_pct": 36.0,
"pending": 16,
"should_continue": true
}
},
"state_updates": {
"average_score": 68.2,
"completion_percentage": 36.0,
"pending_items": 16,
"processed_items": 9,
"reprocessing_count": 8,
"should_continue": true,
"total_score": 1705,
"working_dataset": [
{
"attempts": 4,
"id": 1,
"improvement_applied": 13,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 72,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 2,
"id": 9,
"improvement_applied": 5,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 43,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 12,
"improvement_applied": 5,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 65,
"status": "pending"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 10,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 68,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 4,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 12.0\nCompleted: 2, Still need reprocessing: 3\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 50, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 5}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 73, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 2, \"score_increase\": 60, \"reprocessing_needed\": 3}, \"average_improvement\": 12.0}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 12.0,
"improved_items": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 3,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 50,
"status": "pending"
},
{
"attempts": 3,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 73,
"status": "pending"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 15,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 36,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 2,
"items_improved": 5,
"reprocessing_needed": 3,
"score_increase": 60
}
},
"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\": 1, \"name\": \"Record_001\", \"score\": 72, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 43, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 65, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 68, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 4}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"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": 1,
"improvement_applied": 13,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 72,
"status": "pending"
},
{
"attempts": 2,
"id": 9,
"improvement_applied": 5,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 43,
"status": "pending"
},
{
"attempts": 2,
"id": 12,
"improvement_applied": 5,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 65,
"status": "pending"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 10,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 68,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 14, Completed: 11\n Average Score: 70.6 (Threshold: 80)\n Completion: 44.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 14, \"completed\": 11, \"avg_score\": 70.6, \"completion_pct\": 44.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 50, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 5}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 73, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 14, \"processed_items\": 11, \"total_score\": 1765, \"average_score\": 70.6, \"reprocessing_count\": 8, \"should_continue\": true, \"completion_percentage\": 44.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 70.6,
"completed": 11,
"completion_pct": 44.0,
"pending": 14,
"should_continue": true
}
},
"state_updates": {
"average_score": 70.6,
"completion_percentage": 44.0,
"pending_items": 14,
"processed_items": 11,
"reprocessing_count": 8,
"should_continue": true,
"total_score": 1765,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 3,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 50,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 3,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 73,
"status": "pending"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 15,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 36,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 5,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 15.6\nCompleted: 3, Still need reprocessing: 0\n__OUTPUTS__ {\"improved_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 60, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 91, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 6}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 6}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 78, \"reprocessing_needed\": 0}, \"average_improvement\": 15.6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 15.6,
"improved_items": [
{
"attempts": 4,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 60,
"status": "pending"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 0,
"score_increase": 78
}
},
"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 14 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 50, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 5}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 73, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 9, \"iteration\": 6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 6,
"remaining_candidates": 9,
"selected_items": [
{
"attempts": 3,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 50,
"status": "pending"
},
{
"attempts": 3,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 73,
"status": "pending"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 15,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 36,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 11, Completed: 14\n Average Score: 73.7 (Threshold: 80)\n Completion: 56.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 11, \"completed\": 14, \"avg_score\": 73.72, \"completion_pct\": 56.00000000000001, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 60, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 91, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 6}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 11, \"processed_items\": 14, \"total_score\": 1843, \"average_score\": 73.72, \"reprocessing_count\": 4, \"should_continue\": true, \"completion_percentage\": 56.00000000000001}\n",
"outputs": {
"iteration_summary": {
"avg_score": 73.72,
"completed": 14,
"completion_pct": 56.00000000000001,
"pending": 11,
"should_continue": true
}
},
"state_updates": {
"average_score": 73.72,
"completion_percentage": 56.00000000000001,
"pending_items": 11,
"processed_items": 14,
"reprocessing_count": 4,
"should_continue": true,
"total_score": 1843,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 4,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 60,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 6,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 16.2\nCompleted: 2, Still need reprocessing: 3\n__OUTPUTS__ {\"improved_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 66, \"status\": \"pending\", \"attempts\": 5, \"needs_reprocessing\": true, \"improvement_applied\": 6, \"processed_in_iteration\": 7}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 78, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 47, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 7}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 86, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 97, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 7}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 2, \"score_increase\": 81, \"reprocessing_needed\": 3}, \"average_improvement\": 16.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 16.2,
"improved_items": [
{
"attempts": 5,
"id": 9,
"improvement_applied": 6,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 66,
"status": "pending"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 78,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 15,
"name": "Record_017",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 47,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 2,
"items_improved": 5,
"reprocessing_needed": 3,
"score_increase": 81
}
},
"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 11 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 60, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 6, \"iteration\": 7}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 7,
"remaining_candidates": 6,
"selected_items": [
{
"attempts": 4,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 60,
"status": "pending"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 57,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 9, Completed: 16\n Average Score: 77.0 (Threshold: 80)\n Completion: 64.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 9, \"completed\": 16, \"avg_score\": 76.96, \"completion_pct\": 64.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 66, \"status\": \"pending\", \"attempts\": 5, \"needs_reprocessing\": true, \"improvement_applied\": 6, \"processed_in_iteration\": 7}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 91, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 6}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 78, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 47, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 7}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 86, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 97, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 7}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 9, \"processed_items\": 16, \"total_score\": 1924, \"average_score\": 76.96, \"reprocessing_count\": 5, \"should_continue\": true, \"completion_percentage\": 64.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 76.96,
"completed": 16,
"completion_pct": 64.0,
"pending": 9,
"should_continue": true
}
},
"state_updates": {
"average_score": 76.96,
"completion_percentage": 64.0,
"pending_items": 9,
"processed_items": 16,
"reprocessing_count": 5,
"should_continue": true,
"total_score": 1924,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 5,
"id": 9,
"improvement_applied": 6,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 66,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 78,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 15,
"name": "Record_017",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 47,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 7,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 16.8\nCompleted: 1, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 76, \"status\": \"pending\", \"attempts\": 6, \"needs_reprocessing\": true, \"improvement_applied\": 10, \"processed_in_iteration\": 8}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 100, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 8}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 69, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 8}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 58, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 8}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 17, \"processed_in_iteration\": 8}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 84, \"reprocessing_needed\": 2}, \"average_improvement\": 16.8}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 16.8,
"improved_items": [
{
"attempts": 6,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 76,
"status": "pending"
},
{
"attempts": 4,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 17,
"improvement_applied": 22,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 12,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 58,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 17,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 77,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 1,
"items_improved": 5,
"reprocessing_needed": 2,
"score_increase": 84
}
},
"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\": 9, \"name\": \"Record_009\", \"score\": 66, \"status\": \"pending\", \"attempts\": 5, \"needs_reprocessing\": true, \"improvement_applied\": 6, \"processed_in_iteration\": 7}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 78, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 47, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 7}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 4, \"iteration\": 8}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 8,
"remaining_candidates": 4,
"selected_items": [
{
"attempts": 5,
"id": 9,
"improvement_applied": 6,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 66,
"status": "pending"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 78,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 15,
"name": "Record_017",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 47,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 8, Completed: 17\n Average Score: 80.3 (Threshold: 80)\n Completion: 68.0%\n Should Continue: False\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 8, \"completed\": 17, \"avg_score\": 80.28, \"completion_pct\": 68.0, \"should_continue\": false}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 76, \"status\": \"pending\", \"attempts\": 6, \"needs_reprocessing\": true, \"improvement_applied\": 10, \"processed_in_iteration\": 8}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 91, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 6}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 100, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 8}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 69, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 8}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 86, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 97, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 7}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 58, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 8}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 17, \"processed_in_iteration\": 8}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 8, \"processed_items\": 17, \"total_score\": 2007, \"average_score\": 80.28, \"reprocessing_count\": 3, \"should_continue\": false, \"completion_percentage\": 68.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 80.28,
"completed": 17,
"completion_pct": 68.0,
"pending": 8,
"should_continue": false
}
},
"state_updates": {
"average_score": 80.28,
"completion_percentage": 68.0,
"pending_items": 8,
"processed_items": 17,
"reprocessing_count": 3,
"should_continue": false,
"total_score": 2007,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 6,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 76,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 4,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 17,
"improvement_applied": 22,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 12,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 58,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 17,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
}
],
"iterations_completed": 8
},
"output": "Loop completed after 8 iterations",
"status": "completed"
},
"duration_seconds": 1.794965,
"end_time": "2025-07-28T10:04:19.048450",
"message_sent": true,
"start_time": "2025-07-28T10:04:17.253485",
"timestamp": "2025-07-28T10:04:19.048450",
"worker_executed": true,
"workers_notified": true
},
"exit_reason": "exit_condition",
"final_state": {
"average_score": 80.28,
"batch_size": 5,
"completion_percentage": 68.0,
"last_iteration": 8,
"pending_items": 8,
"processed_items": 17,
"processing_threshold": 80,
"reprocessing_count": 3,
"should_continue": false,
"total_items": 25,
"total_score": 2007,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 6,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 76,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 4,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 17,
"improvement_applied": 22,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 12,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 58,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 17,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"iterations_completed": 8,
"loop_result": {
"exit_reason": "exit_condition",
"final_state": {
"average_score": 80.28,
"batch_size": 5,
"completion_percentage": 68.0,
"last_iteration": 8,
"pending_items": 8,
"processed_items": 17,
"processing_threshold": 80,
"reprocessing_count": 3,
"should_continue": false,
"total_items": 25,
"total_score": 2007,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 6,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 76,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 4,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 17,
"improvement_applied": 22,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 12,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 58,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 17,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"iteration_results": [
{
"iteration": 0,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 14.6\nCompleted: 3, Still need reprocessing: 1\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 41, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 1}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 73, \"reprocessing_needed\": 1}, \"average_improvement\": 14.6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 14.6,
"improved_items": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 16,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 41,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 15,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 66,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 1,
"score_increase": 73
}
},
"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\": 25, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 87, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 80, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 51, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"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": true,
"score": 25,
"status": "pending"
},
{
"attempts": 0,
"id": 2,
"name": "Record_002",
"needs_reprocessing": false,
"score": 87,
"status": "pending"
},
{
"attempts": 0,
"id": 3,
"name": "Record_003",
"needs_reprocessing": false,
"score": 80,
"status": "pending"
},
{
"attempts": 0,
"id": 4,
"name": "Record_004",
"needs_reprocessing": false,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 5,
"name": "Record_005",
"needs_reprocessing": false,
"score": 51,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 22, Completed: 3\n Average Score: 61.2 (Threshold: 80)\n Completion: 12.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 22, \"completed\": 3, \"avg_score\": 61.24, \"completion_pct\": 12.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 41, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 1}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 90, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 78, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 31, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 92, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 55, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 44, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 22, \"processed_items\": 3, \"total_score\": 1531, \"average_score\": 61.24, \"reprocessing_count\": 14, \"should_continue\": true, \"completion_percentage\": 12.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 61.24,
"completed": 3,
"completion_pct": 12.0,
"pending": 22,
"should_continue": true
}
},
"state_updates": {
"average_score": 61.24,
"completion_percentage": 12.0,
"pending_items": 22,
"processed_items": 3,
"reprocessing_count": 14,
"should_continue": true,
"total_score": 1531,
"working_dataset": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 16,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 41,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 15,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 66,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": true,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": true,
"score": 90,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 78,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 31,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": true,
"score": 92,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": true,
"score": 55,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": true,
"score": 44,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 1,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 14.2\nCompleted: 4, Still need reprocessing: 0\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 48, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 4, \"score_increase\": 71, \"reprocessing_needed\": 0}, \"average_improvement\": 14.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 14.2,
"improved_items": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 7,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 48,
"status": "pending"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 4,
"items_improved": 5,
"reprocessing_needed": 0,
"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 2: Found 22 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 41, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 66, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 1}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 90, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 78, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 17, \"iteration\": 2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 2,
"remaining_candidates": 17,
"selected_items": [
{
"attempts": 1,
"id": 1,
"improvement_applied": 16,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 41,
"status": "pending"
},
{
"attempts": 1,
"id": 5,
"improvement_applied": 15,
"name": "Record_005",
"needs_reprocessing": true,
"processed_in_iteration": 1,
"score": 66,
"status": "pending"
},
{
"attempts": 0,
"id": 6,
"name": "Record_006",
"needs_reprocessing": true,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 7,
"name": "Record_007",
"needs_reprocessing": true,
"score": 90,
"status": "pending"
},
{
"attempts": 0,
"id": 8,
"name": "Record_008",
"needs_reprocessing": true,
"score": 78,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 18, Completed: 7\n Average Score: 63.7 (Threshold: 80)\n Completion: 28.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 18, \"completed\": 7, \"avg_score\": 63.68, \"completion_pct\": 28.000000000000004, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 48, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 31, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 92, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 55, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 44, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 18, \"processed_items\": 7, \"total_score\": 1592, \"average_score\": 63.68, \"reprocessing_count\": 10, \"should_continue\": true, \"completion_percentage\": 28.000000000000004}\n",
"outputs": {
"iteration_summary": {
"avg_score": 63.68,
"completed": 7,
"completion_pct": 28.000000000000004,
"pending": 18,
"should_continue": true
}
},
"state_updates": {
"average_score": 63.68,
"completion_percentage": 28.000000000000004,
"pending_items": 18,
"processed_items": 7,
"reprocessing_count": 10,
"should_continue": true,
"total_score": 1592,
"working_dataset": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 7,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 48,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 31,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": true,
"score": 92,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": true,
"score": 55,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": true,
"score": 44,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 2,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 15.2\nCompleted: 1, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 59, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 38, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 3}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 74, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 3}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 60, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 16, \"processed_in_iteration\": 3}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 76, \"reprocessing_needed\": 2}, \"average_improvement\": 15.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 15.2,
"improved_items": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 11,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 38,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 74,
"status": "pending"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 16,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 1,
"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 3: Found 18 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 48, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 31, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 92, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 55, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 44, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 13, \"iteration\": 3}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 3,
"remaining_candidates": 13,
"selected_items": [
{
"attempts": 2,
"id": 1,
"improvement_applied": 7,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 48,
"status": "pending"
},
{
"attempts": 0,
"id": 9,
"name": "Record_009",
"needs_reprocessing": true,
"score": 31,
"status": "pending"
},
{
"attempts": 0,
"id": 10,
"name": "Record_010",
"needs_reprocessing": true,
"score": 92,
"status": "pending"
},
{
"attempts": 0,
"id": 11,
"name": "Record_011",
"needs_reprocessing": true,
"score": 55,
"status": "pending"
},
{
"attempts": 0,
"id": 12,
"name": "Record_012",
"needs_reprocessing": true,
"score": 44,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 17, Completed: 8\n Average Score: 66.1 (Threshold: 80)\n Completion: 32.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 17, \"completed\": 8, \"avg_score\": 66.12, \"completion_pct\": 32.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 59, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 3}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 38, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 3}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 74, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 3}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 60, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 17, \"processed_items\": 8, \"total_score\": 1653, \"average_score\": 66.12, \"reprocessing_count\": 8, \"should_continue\": true, \"completion_percentage\": 32.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 66.12,
"completed": 8,
"completion_pct": 32.0,
"pending": 17,
"should_continue": true
}
},
"state_updates": {
"average_score": 66.12,
"completion_percentage": 32.0,
"pending_items": 17,
"processed_items": 8,
"reprocessing_count": 8,
"should_continue": true,
"total_score": 1653,
"working_dataset": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 11,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 38,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 74,
"status": "pending"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 16,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 3,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 10.4\nCompleted: 1, Still need reprocessing: 3\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 72, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 43, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 65, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 68, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 4}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 52, \"reprocessing_needed\": 3}, \"average_improvement\": 10.4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 10.4,
"improved_items": [
{
"attempts": 4,
"id": 1,
"improvement_applied": 13,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 72,
"status": "pending"
},
{
"attempts": 2,
"id": 9,
"improvement_applied": 5,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 43,
"status": "pending"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 12,
"improvement_applied": 5,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 65,
"status": "pending"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 10,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 68,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 1,
"items_improved": 5,
"reprocessing_needed": 3,
"score_increase": 52
}
},
"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 17 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 59, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 11, \"processed_in_iteration\": 3}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 38, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 74, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 3}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 60, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 16, \"processed_in_iteration\": 3}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 58, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 12, \"iteration\": 4}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 4,
"remaining_candidates": 12,
"selected_items": [
{
"attempts": 3,
"id": 1,
"improvement_applied": 11,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 59,
"status": "pending"
},
{
"attempts": 1,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 38,
"status": "pending"
},
{
"attempts": 1,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 74,
"status": "pending"
},
{
"attempts": 1,
"id": 12,
"improvement_applied": 16,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 3,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 13,
"name": "Record_013",
"needs_reprocessing": true,
"score": 58,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 16, Completed: 9\n Average Score: 68.2 (Threshold: 80)\n Completion: 36.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 16, \"completed\": 9, \"avg_score\": 68.2, \"completion_pct\": 36.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 72, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 43, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 65, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 68, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 4}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 16, \"processed_items\": 9, \"total_score\": 1705, \"average_score\": 68.2, \"reprocessing_count\": 8, \"should_continue\": true, \"completion_percentage\": 36.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 68.2,
"completed": 9,
"completion_pct": 36.0,
"pending": 16,
"should_continue": true
}
},
"state_updates": {
"average_score": 68.2,
"completion_percentage": 36.0,
"pending_items": 16,
"processed_items": 9,
"reprocessing_count": 8,
"should_continue": true,
"total_score": 1705,
"working_dataset": [
{
"attempts": 4,
"id": 1,
"improvement_applied": 13,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 72,
"status": "pending"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 2,
"id": 9,
"improvement_applied": 5,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 43,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 2,
"id": 12,
"improvement_applied": 5,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 65,
"status": "pending"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 10,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 68,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 4,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 12.0\nCompleted: 2, Still need reprocessing: 3\n__OUTPUTS__ {\"improved_items\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 50, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 5}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 73, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 2, \"score_increase\": 60, \"reprocessing_needed\": 3}, \"average_improvement\": 12.0}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 12.0,
"improved_items": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 3,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 50,
"status": "pending"
},
{
"attempts": 3,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 73,
"status": "pending"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 15,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 36,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 2,
"items_improved": 5,
"reprocessing_needed": 3,
"score_increase": 60
}
},
"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\": 1, \"name\": \"Record_001\", \"score\": 72, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": true, \"improvement_applied\": 13, \"processed_in_iteration\": 4}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 43, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 65, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": true, \"improvement_applied\": 5, \"processed_in_iteration\": 4}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 68, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 4}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 21, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"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": 1,
"improvement_applied": 13,
"name": "Record_001",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 72,
"status": "pending"
},
{
"attempts": 2,
"id": 9,
"improvement_applied": 5,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 43,
"status": "pending"
},
{
"attempts": 2,
"id": 12,
"improvement_applied": 5,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 4,
"score": 65,
"status": "pending"
},
{
"attempts": 1,
"id": 13,
"improvement_applied": 10,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 68,
"status": "pending"
},
{
"attempts": 0,
"id": 14,
"name": "Record_014",
"needs_reprocessing": false,
"score": 21,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 14, Completed: 11\n Average Score: 70.6 (Threshold: 80)\n Completion: 44.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 14, \"completed\": 11, \"avg_score\": 70.6, \"completion_pct\": 44.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 50, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 5}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 73, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 14, \"processed_items\": 11, \"total_score\": 1765, \"average_score\": 70.6, \"reprocessing_count\": 8, \"should_continue\": true, \"completion_percentage\": 44.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 70.6,
"completed": 11,
"completion_pct": 44.0,
"pending": 14,
"should_continue": true
}
},
"state_updates": {
"average_score": 70.6,
"completion_percentage": 44.0,
"pending_items": 14,
"processed_items": 11,
"reprocessing_count": 8,
"should_continue": true,
"total_score": 1765,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 3,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 50,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 3,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 73,
"status": "pending"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 15,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 36,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 5,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 15.6\nCompleted: 3, Still need reprocessing: 0\n__OUTPUTS__ {\"improved_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 60, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 91, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 6}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 6}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 3, \"score_increase\": 78, \"reprocessing_needed\": 0}, \"average_improvement\": 15.6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 15.6,
"improved_items": [
{
"attempts": 4,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 60,
"status": "pending"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 3,
"items_improved": 5,
"reprocessing_needed": 0,
"score_increase": 78
}
},
"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 14 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 50, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 7, \"processed_in_iteration\": 5}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 73, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 8, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 36, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 5}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 67, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 93, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}], \"items_selected\": 5, \"remaining_candidates\": 9, \"iteration\": 6}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 6,
"remaining_candidates": 9,
"selected_items": [
{
"attempts": 3,
"id": 9,
"improvement_applied": 7,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 50,
"status": "pending"
},
{
"attempts": 3,
"id": 12,
"improvement_applied": 8,
"name": "Record_012",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 73,
"status": "pending"
},
{
"attempts": 1,
"id": 14,
"improvement_applied": 15,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 5,
"score": 36,
"status": "pending"
},
{
"attempts": 0,
"id": 15,
"name": "Record_015",
"needs_reprocessing": false,
"score": 67,
"status": "pending"
},
{
"attempts": 0,
"id": 16,
"name": "Record_016",
"needs_reprocessing": true,
"score": 93,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 11, Completed: 14\n Average Score: 73.7 (Threshold: 80)\n Completion: 56.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 11, \"completed\": 14, \"avg_score\": 73.72, \"completion_pct\": 56.00000000000001, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 60, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 91, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 6}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"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\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 11, \"processed_items\": 14, \"total_score\": 1843, \"average_score\": 73.72, \"reprocessing_count\": 4, \"should_continue\": true, \"completion_percentage\": 56.00000000000001}\n",
"outputs": {
"iteration_summary": {
"avg_score": 73.72,
"completed": 14,
"completion_pct": 56.00000000000001,
"pending": 11,
"should_continue": true
}
},
"state_updates": {
"average_score": 73.72,
"completion_percentage": 56.00000000000001,
"pending_items": 11,
"processed_items": 14,
"reprocessing_count": 4,
"should_continue": true,
"total_score": 1843,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 4,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 60,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 57,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"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": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 6,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 16.2\nCompleted: 2, Still need reprocessing: 3\n__OUTPUTS__ {\"improved_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 66, \"status\": \"pending\", \"attempts\": 5, \"needs_reprocessing\": true, \"improvement_applied\": 6, \"processed_in_iteration\": 7}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 78, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 47, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 7}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 86, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 97, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 7}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 2, \"score_increase\": 81, \"reprocessing_needed\": 3}, \"average_improvement\": 16.2}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 16.2,
"improved_items": [
{
"attempts": 5,
"id": 9,
"improvement_applied": 6,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 66,
"status": "pending"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 78,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 15,
"name": "Record_017",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 47,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
}
],
"processing_stats": {
"items_completed": 2,
"items_improved": 5,
"reprocessing_needed": 3,
"score_increase": 81
}
},
"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 11 items needing processing\nProcessing 5 items in this iteration\n__OUTPUTS__ {\"selected_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 60, \"status\": \"pending\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 6}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 57, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 32, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 72, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 6, \"iteration\": 7}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 7,
"remaining_candidates": 6,
"selected_items": [
{
"attempts": 4,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 60,
"status": "pending"
},
{
"attempts": 2,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 57,
"status": "pending"
},
{
"attempts": 0,
"id": 17,
"name": "Record_017",
"needs_reprocessing": true,
"score": 32,
"status": "pending"
},
{
"attempts": 0,
"id": 18,
"name": "Record_018",
"needs_reprocessing": true,
"score": 72,
"status": "pending"
},
{
"attempts": 0,
"id": 19,
"name": "Record_019",
"needs_reprocessing": false,
"score": 72,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 9, Completed: 16\n Average Score: 77.0 (Threshold: 80)\n Completion: 64.0%\n Should Continue: True\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 9, \"completed\": 16, \"avg_score\": 76.96, \"completion_pct\": 64.0, \"should_continue\": true}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 66, \"status\": \"pending\", \"attempts\": 5, \"needs_reprocessing\": true, \"improvement_applied\": 6, \"processed_in_iteration\": 7}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 91, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 6}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 78, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 47, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 7}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 86, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 97, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 7}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 9, \"processed_items\": 16, \"total_score\": 1924, \"average_score\": 76.96, \"reprocessing_count\": 5, \"should_continue\": true, \"completion_percentage\": 64.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 76.96,
"completed": 16,
"completion_pct": 64.0,
"pending": 9,
"should_continue": true
}
},
"state_updates": {
"average_score": 76.96,
"completion_percentage": 64.0,
"pending_items": 9,
"processed_items": 16,
"reprocessing_count": 5,
"should_continue": true,
"total_score": 1924,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 5,
"id": 9,
"improvement_applied": 6,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 66,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 78,
"status": "pending"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 15,
"name": "Record_017",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 47,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"status": "pending"
}
]
},
"status": "completed"
}
}
},
{
"iteration": 7,
"tasks": {
"improve_while_items": {
"output": "Improved 5 items with average score increase of 16.8\nCompleted: 1, Still need reprocessing: 2\n__OUTPUTS__ {\"improved_items\": [{\"id\": 9, \"name\": \"Record_009\", \"score\": 76, \"status\": \"pending\", \"attempts\": 6, \"needs_reprocessing\": true, \"improvement_applied\": 10, \"processed_in_iteration\": 8}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 100, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 8}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 69, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 8}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 58, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 8}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 17, \"processed_in_iteration\": 8}], \"processing_stats\": {\"items_improved\": 5, \"items_completed\": 1, \"score_increase\": 84, \"reprocessing_needed\": 2}, \"average_improvement\": 16.8}\n__STATE_UPDATES__ {}\n",
"outputs": {
"average_improvement": 16.8,
"improved_items": [
{
"attempts": 6,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 76,
"status": "pending"
},
{
"attempts": 4,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 17,
"improvement_applied": 22,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 12,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 58,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 17,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 77,
"status": "pending"
}
],
"processing_stats": {
"items_completed": 1,
"items_improved": 5,
"reprocessing_needed": 2,
"score_increase": 84
}
},
"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\": 9, \"name\": \"Record_009\", \"score\": 66, \"status\": \"pending\", \"attempts\": 5, \"needs_reprocessing\": true, \"improvement_applied\": 6, \"processed_in_iteration\": 7}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 78, \"status\": \"pending\", \"attempts\": 3, \"needs_reprocessing\": true, \"improvement_applied\": 21, \"processed_in_iteration\": 7}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 47, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 15, \"processed_in_iteration\": 7}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 46, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 60, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"items_selected\": 5, \"remaining_candidates\": 4, \"iteration\": 8}\n__STATE_UPDATES__ {}\n",
"outputs": {
"items_selected": 5,
"iteration": 8,
"remaining_candidates": 4,
"selected_items": [
{
"attempts": 5,
"id": 9,
"improvement_applied": 6,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 66,
"status": "pending"
},
{
"attempts": 3,
"id": 14,
"improvement_applied": 21,
"name": "Record_014",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 78,
"status": "pending"
},
{
"attempts": 1,
"id": 17,
"improvement_applied": 15,
"name": "Record_017",
"needs_reprocessing": true,
"processed_in_iteration": 7,
"score": 47,
"status": "pending"
},
{
"attempts": 0,
"id": 20,
"name": "Record_020",
"needs_reprocessing": true,
"score": 46,
"status": "pending"
},
{
"attempts": 0,
"id": 21,
"name": "Record_021",
"needs_reprocessing": false,
"score": 60,
"status": "pending"
}
]
},
"state_updates": {},
"status": "completed"
},
"update_while_state": {
"output": "While-Loop State Update:\n Pending: 8, Completed: 17\n Average Score: 80.3 (Threshold: 80)\n Completion: 68.0%\n Should Continue: False\n__OUTPUTS__ {\"iteration_summary\": {\"pending\": 8, \"completed\": 17, \"avg_score\": 80.28, \"completion_pct\": 68.0, \"should_continue\": false}}\n__STATE_UPDATES__ {\"working_dataset\": [{\"id\": 1, \"name\": \"Record_001\", \"score\": 81, \"status\": \"completed\", \"attempts\": 5, \"needs_reprocessing\": false, \"improvement_applied\": 9, \"processed_in_iteration\": 5}, {\"id\": 2, \"name\": \"Record_002\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 16, \"processed_in_iteration\": 1}, {\"id\": 3, \"name\": \"Record_003\", \"score\": 92, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 12, \"processed_in_iteration\": 1}, {\"id\": 4, \"name\": \"Record_004\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 1}, {\"id\": 5, \"name\": \"Record_005\", \"score\": 87, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 2}, {\"id\": 6, \"name\": \"Record_006\", \"score\": 85, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 13, \"processed_in_iteration\": 2}, {\"id\": 7, \"name\": \"Record_007\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 20, \"processed_in_iteration\": 2}, {\"id\": 8, \"name\": \"Record_008\", \"score\": 88, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 10, \"processed_in_iteration\": 2}, {\"id\": 9, \"name\": \"Record_009\", \"score\": 76, \"status\": \"pending\", \"attempts\": 6, \"needs_reprocessing\": true, \"improvement_applied\": 10, \"processed_in_iteration\": 8}, {\"id\": 10, \"name\": \"Record_010\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 3}, {\"id\": 11, \"name\": \"Record_011\", \"score\": 93, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 19, \"processed_in_iteration\": 4}, {\"id\": 12, \"name\": \"Record_012\", \"score\": 91, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 18, \"processed_in_iteration\": 6}, {\"id\": 13, \"name\": \"Record_013\", \"score\": 89, \"status\": \"completed\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 21, \"processed_in_iteration\": 5}, {\"id\": 14, \"name\": \"Record_014\", \"score\": 100, \"status\": \"completed\", \"attempts\": 4, \"needs_reprocessing\": false, \"improvement_applied\": 23, \"processed_in_iteration\": 8}, {\"id\": 15, \"name\": \"Record_015\", \"score\": 89, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 6}, {\"id\": 16, \"name\": \"Record_016\", \"score\": 100, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 7, \"processed_in_iteration\": 6}, {\"id\": 17, \"name\": \"Record_017\", \"score\": 69, \"status\": \"pending\", \"attempts\": 2, \"needs_reprocessing\": false, \"improvement_applied\": 22, \"processed_in_iteration\": 8}, {\"id\": 18, \"name\": \"Record_018\", \"score\": 86, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 14, \"processed_in_iteration\": 7}, {\"id\": 19, \"name\": \"Record_019\", \"score\": 97, \"status\": \"completed\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 25, \"processed_in_iteration\": 7}, {\"id\": 20, \"name\": \"Record_020\", \"score\": 58, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": true, \"improvement_applied\": 12, \"processed_in_iteration\": 8}, {\"id\": 21, \"name\": \"Record_021\", \"score\": 77, \"status\": \"pending\", \"attempts\": 1, \"needs_reprocessing\": false, \"improvement_applied\": 17, \"processed_in_iteration\": 8}, {\"id\": 22, \"name\": \"Record_022\", \"score\": 85, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": true}, {\"id\": 23, \"name\": \"Record_023\", \"score\": 15, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 24, \"name\": \"Record_024\", \"score\": 39, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}, {\"id\": 25, \"name\": \"Record_025\", \"score\": 10, \"status\": \"pending\", \"attempts\": 0, \"needs_reprocessing\": false}], \"pending_items\": 8, \"processed_items\": 17, \"total_score\": 2007, \"average_score\": 80.28, \"reprocessing_count\": 3, \"should_continue\": false, \"completion_percentage\": 68.0}\n",
"outputs": {
"iteration_summary": {
"avg_score": 80.28,
"completed": 17,
"completion_pct": 68.0,
"pending": 8,
"should_continue": false
}
},
"state_updates": {
"average_score": 80.28,
"completion_percentage": 68.0,
"pending_items": 8,
"processed_items": 17,
"reprocessing_count": 3,
"should_continue": false,
"total_score": 2007,
"working_dataset": [
{
"attempts": 5,
"id": 1,
"improvement_applied": 9,
"name": "Record_001",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 81,
"status": "completed"
},
{
"attempts": 1,
"id": 2,
"improvement_applied": 16,
"name": "Record_002",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 3,
"improvement_applied": 12,
"name": "Record_003",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 92,
"status": "completed"
},
{
"attempts": 1,
"id": 4,
"improvement_applied": 14,
"name": "Record_004",
"needs_reprocessing": false,
"processed_in_iteration": 1,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 5,
"improvement_applied": 21,
"name": "Record_005",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 87,
"status": "completed"
},
{
"attempts": 1,
"id": 6,
"improvement_applied": 13,
"name": "Record_006",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 85,
"status": "completed"
},
{
"attempts": 1,
"id": 7,
"improvement_applied": 20,
"name": "Record_007",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 8,
"improvement_applied": 10,
"name": "Record_008",
"needs_reprocessing": false,
"processed_in_iteration": 2,
"score": 88,
"status": "completed"
},
{
"attempts": 6,
"id": 9,
"improvement_applied": 10,
"name": "Record_009",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 76,
"status": "pending"
},
{
"attempts": 1,
"id": 10,
"improvement_applied": 23,
"name": "Record_010",
"needs_reprocessing": false,
"processed_in_iteration": 3,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 11,
"improvement_applied": 19,
"name": "Record_011",
"needs_reprocessing": false,
"processed_in_iteration": 4,
"score": 93,
"status": "completed"
},
{
"attempts": 4,
"id": 12,
"improvement_applied": 18,
"name": "Record_012",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 91,
"status": "completed"
},
{
"attempts": 2,
"id": 13,
"improvement_applied": 21,
"name": "Record_013",
"needs_reprocessing": false,
"processed_in_iteration": 5,
"score": 89,
"status": "completed"
},
{
"attempts": 4,
"id": 14,
"improvement_applied": 23,
"name": "Record_014",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 100,
"status": "completed"
},
{
"attempts": 1,
"id": 15,
"improvement_applied": 22,
"name": "Record_015",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 89,
"status": "completed"
},
{
"attempts": 1,
"id": 16,
"improvement_applied": 7,
"name": "Record_016",
"needs_reprocessing": false,
"processed_in_iteration": 6,
"score": 100,
"status": "completed"
},
{
"attempts": 2,
"id": 17,
"improvement_applied": 22,
"name": "Record_017",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 69,
"status": "pending"
},
{
"attempts": 1,
"id": 18,
"improvement_applied": 14,
"name": "Record_018",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 86,
"status": "completed"
},
{
"attempts": 1,
"id": 19,
"improvement_applied": 25,
"name": "Record_019",
"needs_reprocessing": false,
"processed_in_iteration": 7,
"score": 97,
"status": "completed"
},
{
"attempts": 1,
"id": 20,
"improvement_applied": 12,
"name": "Record_020",
"needs_reprocessing": true,
"processed_in_iteration": 8,
"score": 58,
"status": "pending"
},
{
"attempts": 1,
"id": 21,
"improvement_applied": 17,
"name": "Record_021",
"needs_reprocessing": false,
"processed_in_iteration": 8,
"score": 77,
"status": "pending"
},
{
"attempts": 0,
"id": 22,
"name": "Record_022",
"needs_reprocessing": true,
"score": 85,
"status": "pending"
},
{
"attempts": 0,
"id": 23,
"name": "Record_023",
"needs_reprocessing": false,
"score": 15,
"status": "pending"
},
{
"attempts": 0,
"id": 24,
"name": "Record_024",
"needs_reprocessing": false,
"score": 39,
"status": "pending"
},
{
"attempts": 0,
"id": 25,
"name": "Record_025",
"needs_reprocessing": false,
"score": 10,
"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: 2025-07-28 10:04:13
Duration: Calculating...
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for_loop_processor
COMPLETED
Started: 2025-07-28 10:04:13
Duration: Calculating...
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while_loop_processor
COMPLETED
Started: 2025-07-28 10:04:13
Duration: Calculating...
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generate_comparison_report
COMPLETED
Started: 2025-07-28 10:04:13
Duration: Calculating...
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Generated Files
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Total Files: 0
Last Updated: Never
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