6 lines
6.4 KiB
JSON
6 lines
6.4 KiB
JSON
{"item_number": 1, "original_question": "What is the average rating of product with SKU '24-MB01' across all stores?", "task_type": "query", "preparatory_sql_list": ["SELECT entity_id FROM catalog_product_entity WHERE sku = '24-MB01';", "SELECT AVG(percent) AS average_rating FROM rating_option_vote WHERE entity_pk_value = (SELECT entity_id FROM catalog_product_entity WHERE sku = '24-MB01');"], "preparatory_sql_actual_results_preview": ["[{'entity_id': 1}]", "[{'average_rating': '50.0000'}]"], "full_preparatory_sql_actual_results_repr": ["[{'entity_id': 1}]", "[{'average_rating': '50.0000'}]"], "revised_question": "What is the average rating of product with SKU '24-MB01' across all stores?", "revision_justification": "The original question was specific and valid. The preparatory SQLs confirmed the existence of the product with SKU '24-MB01' and provided the average rating, allowing for a direct answer.", "llm_derived_answer_for_validation_func_gen": "The average rating of the product with SKU '24-MB01' across all stores is 50.00.", "python_validation_function": "def validate_query_answer(user_answer):\n # Based on LLM's Derived Answer: \"The average rating of the product with SKU '24-MB01' across all stores is 50.00.\"\n expected_answer_str = \"The average rating of the product with SKU '24-MB01' across all stores is 50.00.\"\n\n # Normalize both expected and user answers for comparison\n normalized_user_answer = user_answer.strip().lower()\n normalized_expected_answer = expected_answer_str.strip().lower()\n\n # Compare normalized strings\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}'.\""}
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{"item_number": 2, "original_question": "Intent: Update the customer group of customer with email 'jane.doe@hotmail.com' to 'Retailer'.", "task_type": "operational_check", "preparatory_sql_list": ["SELECT entity_id, email FROM customer_entity WHERE email = 'jane.doe@hotmail.com';", "SELECT customer_group_id FROM customer_group WHERE customer_group_code = 'Retailer';", "SELECT group_id FROM customer_entity WHERE email = 'jane.doe@hotmail.com';"], "preparatory_sql_actual_results_preview": ["[{'entity_id': 3, 'email': 'jane.doe@hotmail.com'}]", "[{'customer_group_id': 3}]", "[{'group_id': 1}]"], "full_preparatory_sql_actual_results_repr": ["[{'entity_id': 3, 'email': 'jane.doe@hotmail.com'}]", "[{'customer_group_id': 3}]", "[{'group_id': 1}]"], "revised_question": "Intent: Update the customer group of customer with email 'jane.doe@hotmail.com' to 'Retailer'.", "revision_justification": "The original question was specific and valid. Prep SQLs confirmed the existence of the customer and the target customer group, making the intended operation feasible.", "llm_feasibility_summary_for_validation_func_gen": "Customer with email 'jane.doe@hotmail.com' exists with entity_id 3 and is currently in customer group 1. The target customer group 'Retailer' exists with customer_group_id 3. The update is feasible.", "python_validation_function": "# LLM failed to generate validation function code or an error occurred."}
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{"item_number": 3, "original_question": "What products are currently out of stock in the default inventory source?", "task_type": "query", "preparatory_sql_list": ["SELECT sku, quantity FROM inventory_source_item WHERE source_code = 'default' AND status = 0;", "SELECT sku, name FROM catalog_product_entity INNER JOIN catalog_product_entity_varchar ON catalog_product_entity.entity_id = catalog_product_entity_varchar.entity_id WHERE catalog_product_entity.sku IN (SELECT sku FROM inventory_source_item WHERE source_code = 'default' AND status = 0) AND catalog_product_entity_varchar.attribute_id = (SELECT attribute_id FROM eav_attribute WHERE attribute_code = 'name' AND entity_type_id = (SELECT entity_type_id FROM eav_entity_type WHERE entity_type_code = 'catalog_product'));"], "preparatory_sql_actual_results_preview": ["[]", "Error: 1054 (42S22): Unknown column 'name' in 'field list'"], "full_preparatory_sql_actual_results_repr": ["[]", "\"Error: 1054 (42S22): Unknown column 'name' in 'field list'\""], "revised_question": "What products are currently out of stock in the default inventory source?", "revision_justification": "The original question remains valid as it accurately reflects the inquiry about out-of-stock products. The preparatory SQL results indicate that no products are out of stock in the default inventory source, and the second query encountered an error due to a missing column, which does not affect the answer derived from the first query.", "llm_derived_answer_for_validation_func_gen": "There are no products currently out of stock in the default inventory source.", "python_validation_function": "# LLM failed to generate validation function code or an error occurred."}
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{"item_number": 4, "original_question": "What are the top 5 best-selling products in the last month?", "task_type": "query", "preparatory_sql_list": ["SELECT product_id, SUM(qty_ordered) AS total_qty FROM sales_bestsellers_aggregated_monthly WHERE period >= DATE_SUB(CURDATE(), INTERVAL 1 MONTH) GROUP BY product_id ORDER BY total_qty DESC LIMIT 5;", "SELECT cpe.sku, cpev.value AS product_name FROM catalog_product_entity cpe INNER JOIN catalog_product_entity_varchar cpev ON cpe.entity_id = cpev.entity_id WHERE cpe.entity_id IN (SELECT product_id FROM sales_bestsellers_aggregated_monthly WHERE period >= DATE_SUB(CURDATE(), INTERVAL 1 MONTH) GROUP BY product_id ORDER BY SUM(qty_ordered) DESC LIMIT 5) AND cpev.attribute_id = (SELECT attribute_id FROM eav_attribute WHERE attribute_code = 'name' AND entity_type_id = (SELECT entity_type_id FROM eav_entity_type WHERE entity_type_code = 'catalog_product'));"], "preparatory_sql_actual_results_preview": ["[]", "Error: 1235 (42000): This version of MariaDB doesn't yet support 'LIMIT & IN/ALL/ANY/SOME subquery'"], "status": "Failed at LLM assessment step"}
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{"item_number": 5, "original_question": "What is the total sales value for each store in the current year?", "task_type": "query", "preparatory_sql_list": ["SELECT store_id, SUM(grand_total) AS total_sales FROM sales_order WHERE YEAR(created_at) = YEAR(CURDATE()) GROUP BY store_id;", "SELECT store_id, name FROM store WHERE store_id IN (SELECT DISTINCT store_id FROM sales_order WHERE YEAR(created_at) = YEAR(CURDATE()));"], "preparatory_sql_actual_results_preview": ["[]", "[]"], "status": "Failed at LLM assessment step"}
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