{"item_number": 1, "original_question": "What is the current stock quantity and status of the product with SKU '24-MB01' in the default inventory source?", "task_type": "query", "preparatory_sql_list": ["SELECT entity_id FROM catalog_product_entity WHERE sku = '24-MB01';", "SELECT quantity, status FROM inventory_source_item WHERE sku = '24-MB01' AND source_code = 'default';"], "preparatory_sql_actual_results_preview": ["[{'entity_id': 1}]", "[{'quantity': '100.0000', 'status': 1}]"], "full_preparatory_sql_actual_results_repr": ["[{'entity_id': 1}]", "[{'quantity': '100.0000', 'status': 1}]"], "revised_question": "What is the current stock quantity and status of the product with SKU '24-MB01' in the default inventory source?", "revision_justification": "The original question was specific and clear. The preparatory SQL results provided the necessary data to answer the question directly, confirming the product's stock quantity and status.", "llm_derived_answer_for_validation_func_gen": "The product with SKU '24-MB01' has a stock quantity of 100.0000 and is currently in stock.", "python_validation_function": "def validate_query_answer(user_answer):\n    # Based on LLM's Derived Answer\n    expected_answer_str = \"The product with SKU '24-MB01' has a stock quantity of 100.0000 and is currently in stock.\"\n\n    # Normalize both expected and user answers by stripping whitespace and converting to lowercase\n    normalized_user_answer = user_answer.strip().lower()\n    normalized_expected_answer = expected_answer_str.strip().lower()\n\n    # Compare the normalized answers\n    if normalized_user_answer == normalized_expected_answer:\n        return True, \"User answer matches the expected answer.\"\n    else:\n        return False, f\"User answer '{user_answer}' does not match the expected: '{expected_answer_str}'.\""}
{"item_number": 2, "original_question": "List all the active catalog rules that are currently applied to products in the 'Men's Pants' category.", "task_type": "query", "preparatory_sql_list": ["SELECT rule_id, name FROM catalogrule WHERE is_active = 1;", "SELECT entity_id FROM catalog_category_entity_varchar WHERE value = 'Men's Pants';", "SELECT product_id FROM catalog_category_product WHERE category_id = (SELECT entity_id FROM catalog_category_entity_varchar WHERE value = 'Men's Pants');", "SELECT rule_id FROM catalogrule_product WHERE product_id IN (SELECT product_id FROM catalog_category_product WHERE category_id = (SELECT entity_id FROM catalog_category_entity_varchar WHERE value = 'Men's Pants'));"], "preparatory_sql_actual_results_preview": ["[{'rule_id': 1, 'name': '20% off all Women\u2019s and Men\u2019s Pants'}, {'rule_id': 2, 'name': 'Spring sale'}]", "Error: 1064 (42000): You have an error in your SQL syntax; check the manual that corresponds to your MariaDB server version for the right syntax to use near 's Pants'' at line 1", "Error: 1064 (42000): You have an error in your SQL syntax; check the manual that corresponds to your MariaDB server version for the right syntax to use near 's Pants')' at line 1", "Error: 1064 (42000): You have an error in your SQL syntax; check the manual that corresponds to your MariaDB server version for the right syntax to use near 's Pants'))' at line 1"], "full_preparatory_sql_actual_results_repr": ["[{'rule_id': 1, 'name': '20% off all Women\u2019s and Men\u2019s Pants'}, {'rule_id': 2, 'name': 'Spring sale'}]", "\"Error: 1064 (42000): You have an error in your SQL syntax; check the manual that corresponds to your MariaDB server version for the right syntax to use near 's Pants'' at line 1\"", "\"Error: 1064 (42000): You have an error in your SQL syntax; check the manual that corresponds to your MariaDB server version for the right syntax to use near 's Pants')' at line 1\"", "\"Error: 1064 (42000): You have an error in your SQL syntax; check the manual that corresponds to your MariaDB server version for the right syntax to use near 's Pants'))' at line 1\""], "revised_question": "List all the active catalog rules that are currently applied to products in the 'Men's Pants' category.", "revision_justification": "The original question remains valid, but the SQL syntax error prevented the retrieval of specific product and rule associations for the 'Men's Pants' category. The answer is based on the available data from the first preparatory SQL result.", "llm_derived_answer_for_validation_func_gen": "Due to a syntax error in the SQL queries related to the 'Men's Pants' category, the specific products and their associated catalog rules could not be determined. However, there are active catalog rules such as '20% off all Women\u2019s and Men\u2019s Pants' and 'Spring sale'.", "python_validation_function": "def validate_query_answer(user_answer):\n    # Based on LLM's Derived Answer\n    expected_answer_str = (\"Due to a syntax error in the SQL queries related to the 'Men's Pants' category, \"\n                           \"the specific products and their associated catalog rules could not be determined. \"\n                           \"However, there are active catalog rules such as '20% off all Women\u2019s and Men\u2019s Pants' \"\n                           \"and 'Spring sale'.\")\n\n    # Normalize both expected and user answers by stripping whitespace and converting to lowercase\n    normalized_user_answer = user_answer.strip().lower()\n    normalized_expected_answer = expected_answer_str.strip().lower()\n\n    # Compare the normalized answers\n    if normalized_user_answer == normalized_expected_answer:\n        return True, \"User answer matches the expected answer.\"\n    else:\n        return False, f\"User answer '{user_answer}' does not match the expected: '{expected_answer_str}'.\""}
{"item_number": 3, "original_question": "Intent: Update the price of product with SKU '24-MB03' to $35.00.", "task_type": "operational_check", "preparatory_sql_list": ["SELECT entity_id FROM catalog_product_entity WHERE sku = '24-MB03';", "SELECT value FROM catalog_product_entity_decimal WHERE entity_id = (SELECT entity_id FROM catalog_product_entity WHERE sku = '24-MB03') AND attribute_id = (SELECT attribute_id FROM eav_attribute WHERE attribute_code = 'price');"], "preparatory_sql_actual_results_preview": ["[{'entity_id': 3}]", "[{'value': '38.000000'}]"], "full_preparatory_sql_actual_results_repr": ["[{'entity_id': 3}]", "[{'value': '38.000000'}]"], "revised_question": "Intent: Update the price of product with SKU '24-MB03' to $35.00.", "revision_justification": "The original question remains valid as the product with SKU '24-MB03' exists and its current price was retrieved, confirming that a price update is feasible.", "llm_feasibility_summary_for_validation_func_gen": "Product with SKU '24-MB03' exists with a current price of $38.00. The update to $35.00 is feasible.", "python_validation_function": "from mysql.connector import Error\n\ndef validate_operational_state(db_connection):\n    # Revised Intent: \"Update the price of product with SKU '24-MB03' to $35.00.\"\n    # LLM Feasibility Summary: \"Product with SKU '24-MB03' exists with a current price of $38.00. The update to $35.00 is feasible.\"\n    \n    if not db_connection or not db_connection.is_connected():\n        return False, \"Database connection not available for validation.\"\n\n    sku_to_check = \"24-MB03\"  # Hardcoded based on context\n    expected_price = \"38.000000\"  # Hardcoded based on feasibility summary\n\n    try:\n        cursor = db_connection.cursor(dictionary=True)\n        # Hardcoded SQL to re-verify the state\n        query = \"\"\"\n            SELECT value FROM catalog_product_entity_decimal \n            WHERE entity_id = (SELECT entity_id FROM catalog_product_entity WHERE sku = %s)\n            AND attribute_id = (SELECT attribute_id FROM eav_attribute WHERE attribute_code = 'price')\n        \"\"\"\n        cursor.execute(query, (sku_to_check,))\n        result = cursor.fetchone()\n        cursor.close()\n\n        if result:\n            if result['value'] == expected_price:\n                return True, f\"Validation successful: SKU '{sku_to_check}' has the current price '{expected_price}'.\"\n            else:\n                return False, f\"Validation failed: SKU '{sku_to_check}' has price '{result['value']}', expected '{expected_price}'.\"\n        else:\n            return False, f\"Validation failed: SKU '{sku_to_check}' not found during validation check.\"\n    except Error as e:\n        return False, f\"Database error during validation: {e}\"\n    except Exception as ex:\n        return False, f\"Unexpected error during validation: {ex}\""}