{
  "benchmark_name": "conv_18",
  "conversation_numbers": [
    18
  ],
  "script_source": "ALL_CONVERSATIONS benchmark fixture",
  "conversations": [
    {
      "conversation_number": 18,
      "source_reference": "ALL_CONVERSATIONS[17]",
      "llm_api_response_count": 9,
      "canned_tutor_response_count": 0,
      "turn_count": 9,
      "turns": [
        {
          "turn_index": 1,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 1,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\", \"action\": \"create_version\", \"params\": {\"target\": \"latest\", \"content\": \"# Control flow dependency tracking tests\\n\\nmodule_var = None\\n\\ndef test_if_else_flow(input_true_var=True):\\n    \\\"\\\"\\\"Test dependency tracking through if/else branches\\\"\\\"\\\"\\n    global module_var\\n    # API call result determines control flow\\n    config = memory.compute(\\\"get_app_config()\\\")\\n    true_var = input_true_var\\n    \\n    # Variables assigned in branches should depend on the condition\\n    if true_var:        \\n        # Nested conditions add more dependencies\\n        if one_var == 1:\\n            module_var = True\\n\\n    else:\\n        module_var = config\\n\\ndef test_loop_flow():\\n    \\\"\\\"\\\"Test dependency tracking in loops\\\"\\\"\\\"\\n    items = []\\n    for i in range(count):\\n        # Variables in loop body depend on loop condition\\n        item = {\\n            \\\"index\\\": i,\\n            \\\"value\\\": i * 2,\\n            \\\"label\\\": f\\\"item_{i}\\\"\\n        }\\n        items.append(item)\\n    \\n    return {\\n        \\\"count\\\": count,\\n        \\\"items\\\": items\\n    }\\n\\n\", \"description\": \"Initial control flow module\"}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "create_version",
            "params": {
              "target": "latest",
              "content": "# Control flow dependency tracking tests\n\nmodule_var = None\n\ndef test_if_else_flow(input_true_var=True):\n    \"\"\"Test dependency tracking through if/else branches\"\"\"\n    global module_var\n    # API call result determines control flow\n    config = memory.compute(\"get_app_config()\")\n    true_var = input_true_var\n    \n    # Variables assigned in branches should depend on the condition\n    if true_var:        \n        # Nested conditions add more dependencies\n        if one_var == 1:\n            module_var = True\n\n    else:\n        module_var = config\n\ndef test_loop_flow():\n    \"\"\"Test dependency tracking in loops\"\"\"\n    items = []\n    for i in range(count):\n        # Variables in loop body depend on loop condition\n        item = {\n            \"index\": i,\n            \"value\": i * 2,\n            \"label\": f\"item_{i}\"\n        }\n        items.append(item)\n    \n    return {\n        \"count\": count,\n        \"items\": items\n    }\n\n",
              "description": "Initial control flow module"
            }
          }
        },
        {
          "turn_index": 2,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 2,
          "raw": "<<<API_CALL>>>{\"api\": \"memory\", \"action\": \"insert_node\", \"params\": {\"node\": \"def get_app_config():\\n    \\\"\\\"\\\"Get application configuration\\\"\\\"\\\"\\n    return {\\n        \\\"mode\\\": \\\"production\\\",\\n        \\\"verbose\\\": True\\n    }\\n\\ndef get_loop_count():\\n    \\\"\\\"\\\"Get number of iterations for loop test\\\"\\\"\\\"\\n    return 3\\n\", \"position\": \"end\"}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "memory",
            "action": "insert_node",
            "params": {
              "node": "def get_app_config():\n    \"\"\"Get application configuration\"\"\"\n    return {\n        \"mode\": \"production\",\n        \"verbose\": True\n    }\n\ndef get_loop_count():\n    \"\"\"Get number of iterations for loop test\"\"\"\n    return 3\n",
              "position": "end"
            }
          }
        },
        {
          "turn_index": 3,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 3,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\", \"action\": \"insert_node\", \"params\": {\"node\": \"one_var = 1\\n\", \"position\": 1, \"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "one_var = 1\n",
              "position": 1,
              "version": 1
            }
          }
        },
        {
          "turn_index": 4,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 4,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\", \"action\": \"insert_node\", \"params\": {\"node\": \"\\n# Loop iterations depend on this API call\\ncount = memory.compute(\\\"get_loop_count()\\\")\\n\", \"position\": 1, \"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "\n# Loop iterations depend on this API call\ncount = memory.compute(\"get_loop_count()\")\n",
              "position": 1,
              "version": 1
            }
          }
        },
        {
          "turn_index": 5,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 5,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"test_if_else_flow(False)\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "compute",
            "params": {
              "expression": "test_if_else_flow(False)",
              "version": 1
            }
          }
        },
        {
          "turn_index": 6,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 6,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"module_var\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "compute",
            "params": {
              "expression": "module_var",
              "version": 1
            }
          }
        },
        {
          "turn_index": 7,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 7,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"test_if_else_flow()\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "compute",
            "params": {
              "expression": "test_if_else_flow()",
              "version": 1
            }
          }
        },
        {
          "turn_index": 8,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 8,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"module_var\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "compute",
            "params": {
              "expression": "module_var",
              "version": 1
            }
          }
        },
        {
          "turn_index": 9,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 9,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"test_loop_flow()\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "compute",
            "params": {
              "expression": "test_loop_flow()",
              "version": 1
            }
          }
        }
      ],
      "unmatched_tutor_responses": []
    }
  ]
}