{
  "benchmark_name": "conv_19",
  "conversation_numbers": [
    19
  ],
  "script_source": "ALL_CONVERSATIONS benchmark fixture",
  "conversations": [
    {
      "conversation_number": 19,
      "source_reference": "ALL_CONVERSATIONS[18]",
      "llm_api_response_count": 19,
      "canned_tutor_response_count": 0,
      "turn_count": 19,
      "turns": [
        {
          "turn_index": 1,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 1,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"create_version\",\"params\": {\"target\": \"latest\",\"content\": \"# Initialization dependency test module\\n\",\"description\": \"Empty module for testing\"}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "create_version",
            "params": {
              "target": "latest",
              "content": "# Initialization dependency test module\n",
              "description": "Empty module for testing"
            }
          }
        },
        {
          "turn_index": 2,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 2,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"insert_node\",\"params\": {\"node\": \"BASE_VALUE = 100\\n\",\"position\": \"end\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "BASE_VALUE = 100\n",
              "position": "end",
              "version": 1
            }
          }
        },
        {
          "turn_index": 3,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 3,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"insert_node\",\"params\": {\"node\": \"def multiply_base(x):\\n    \\\"\\\"\\\"Helper function using BASE_VALUE\\\"\\\"\\\"\\n    return x * BASE_VALUE\\n\",\"position\": \"end\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "def multiply_base(x):\n    \"\"\"Helper function using BASE_VALUE\"\"\"\n    return x * BASE_VALUE\n",
              "position": "end",
              "version": 1
            }
          }
        },
        {
          "turn_index": 4,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 4,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"insert_node\",\"params\": {\"node\": \"class CombinedComputations:\\n    pass\\n\",\"position\": \"end\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "class CombinedComputations:\n    pass\n",
              "position": "end",
              "version": 1
            }
          }
        },
        {
          "turn_index": 5,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 5,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"insert_node\",\"params\": {\"node\": \"def __init__(self, class_factor):\\n    self.class_factor = class_factor\\n\",\"position\": \"start\",\"version\": 1,\"parent_path\": \"[2]/body\"}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "def __init__(self, class_factor):\n    self.class_factor = class_factor\n",
              "position": "start",
              "version": 1,
              "parent_path": "[2]/body"
            }
          }
        },
        {
          "turn_index": 6,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 6,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"insert_node\",\"params\": {\"node\": \"def multiply_factor_and_base(self, value):\\n    # This method depends on multiply_base function\\n    return multiply_base(value) * self.class_factor\\n\",\"position\": \"after\",\"version\": 1,\"parent_path\": \"[2]/body/body[0]\"}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "def multiply_factor_and_base(self, value):\n    # This method depends on multiply_base function\n    return multiply_base(value) * self.class_factor\n",
              "position": "after",
              "version": 1,
              "parent_path": "[2]/body/body[0]"
            }
          }
        },
        {
          "turn_index": 7,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 7,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"insert_node\",\"params\": {\"node\": \"# This variable is initialized by calling multiply_base\\nFIRST_COMPUTED_VALUE = multiply_base(5)\\n\",\"position\": \"end\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "# This variable is initialized by calling multiply_base\nFIRST_COMPUTED_VALUE = multiply_base(5)\n",
              "position": "end",
              "version": 1
            }
          }
        },
        {
          "turn_index": 8,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 8,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"insert_node\",\"params\": {\"node\": \"# Create an instance - depends on CombinedComputations class\\ncalc_instance = CombinedComputations(2)\\n\",\"position\": \"end\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "# Create an instance - depends on CombinedComputations class\ncalc_instance = CombinedComputations(2)\n",
              "position": "end",
              "version": 1
            }
          }
        },
        {
          "turn_index": 9,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 9,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"insert_node\",\"params\": {\"node\": \"def process_batch(self, values):\\n    \\\"\\\"\\\"Process multiple values - added dynamically\\\"\\\"\\\"\\n    return [(v+1) for v in values]\\n\",\"position\": \"after\",\"version\": 1,\"parent_path\": \"[2]/body/body[1]\"}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "def process_batch(self, values):\n    \"\"\"Process multiple values - added dynamically\"\"\"\n    return [(v+1) for v in values]\n",
              "position": "after",
              "version": 1,
              "parent_path": "[2]/body/body[1]"
            }
          }
        },
        {
          "turn_index": 10,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 10,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"insert_node\",\"params\": {\"node\": \"def use_calculator():\\n    \\\"\\\"\\\"Function using calc_instance and FIRST_COMPUTED_VALUE\\\"\\\"\\\"\\n    result = calc_instance.process_batch([10])\\n    return result[0] + FIRST_COMPUTED_VALUE\\n\",\"position\": \"end\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "def use_calculator():\n    \"\"\"Function using calc_instance and FIRST_COMPUTED_VALUE\"\"\"\n    result = calc_instance.process_batch([10])\n    return result[0] + FIRST_COMPUTED_VALUE\n",
              "position": "end",
              "version": 1
            }
          }
        },
        {
          "turn_index": 11,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 11,
          "raw": "<<<API_CALL>>>{\"api\": \"conversation\",\"action\": \"clear_context\",\"params\": {\"keep_system_prompt\": false}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "conversation",
            "action": "clear_context",
            "params": {
              "keep_system_prompt": false
            }
          }
        },
        {
          "turn_index": 12,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 12,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"BASE_VALUE\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "compute",
            "params": {
              "expression": "BASE_VALUE",
              "version": 1
            }
          }
        },
        {
          "turn_index": 13,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 13,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"FIRST_COMPUTED_VALUE\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "compute",
            "params": {
              "expression": "FIRST_COMPUTED_VALUE",
              "version": 1
            }
          }
        },
        {
          "turn_index": 14,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 14,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"calc_instance.class_factor\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "compute",
            "params": {
              "expression": "calc_instance.class_factor",
              "version": 1
            }
          }
        },
        {
          "turn_index": 15,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 15,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"calc_instance.multiply_factor_and_base(3)\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "compute",
            "params": {
              "expression": "calc_instance.multiply_factor_and_base(3)",
              "version": 1
            }
          }
        },
        {
          "turn_index": 16,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 16,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"calc_instance.process_batch([1, 2, 3])\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "compute",
            "params": {
              "expression": "calc_instance.process_batch([1, 2, 3])",
              "version": 1
            }
          }
        },
        {
          "turn_index": 17,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 17,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"use_calculator()\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "compute",
            "params": {
              "expression": "use_calculator()",
              "version": 1
            }
          }
        },
        {
          "turn_index": 18,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 18,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"CombinedComputations(3).multiply_factor_and_base(3)\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "compute",
            "params": {
              "expression": "CombinedComputations(3).multiply_factor_and_base(3)",
              "version": 1
            }
          }
        },
        {
          "turn_index": 19,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 19,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"CombinedComputations(3).process_batch([1, 2, 3])\",\"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "compute",
            "params": {
              "expression": "CombinedComputations(3).process_batch([1, 2, 3])",
              "version": 1
            }
          }
        }
      ],
      "unmatched_tutor_responses": []
    }
  ]
}