giahy2507/AptMQL-Bench
AptMQL-Bench 📄 Paper: AptMQL-Bench: From Text-to-SQL to Text-to-MQL via Access-Pattern Schema Design and Data-Preserving Migration · arXiv: coming soon AptMQL-Bench is a benchmark for text-to-MQL — the task of translating human-readable requests into executable MongoDB Query Language (MQL) aggregation pipelines. It contains 21 document-oriented databases, 3,181 natural-language requests, and their associated gold MQL queries. Most existing text-to-MQL resources are… See the full description on the dataset page: https://huggingface.co/datasets/giahy2507/AptMQL-Bench.
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1{"field_name": "_id", "field_description": "The unique identifier for the post history record", "data_type": "String", "required": true, "value_description": "Converted from the original integer Id to string format"}2{"field_name": "comment", "field_description": "Comments of the post", "data_type": "String", "required": true, "value_description": "Text comments; 59.77% of records have empty string values which are explicitly preserved"}3{"field_name": "creationDate", "field_description": "The creation date of the post history record", "data_type": "Date", "required": true, "value_description": "Datetime value converted from SQLite DATETIME format (YYYY-MM-DD HH:MM:SS.S) to Python datetime object"}4{"field_name": "postHistoryTypeId", "field_description": "The id of the post history type", "data_type": "Number", "required": true, "value_description": "Integer value indicating the type of post history event"}5{"field_name": "postId", "field_description": "The unique id of the post", "data_type": "String", "required": true, "value_description": "Converted from integer to string format; references the post this history record belongs to"}6{"field_name": "revisionGUID", "field_description": "The revision globally unique id of the post", "data_type": "String", "required": true, "value_description": "GUID string that uniquely identifies the revision"}7{"field_name": "text", "field_description": "The detailed content of the post", "data_type": "String", "required": true, "value_description": "Text content of the post revision; 8.08% of records have empty string values which are explicitly preserved"}8{"field_name": "userDisplayName", "field_description": "User's display name", "data_type": "String", "required": true, "value_description": "Display name of the user who created this post history record; NULL or empty values are converted to empty string"}9{"field_name": "userId", "field_description": "The user who posted the post", "data_type": "Null, String", "required": true, "value_description": "Converted from integer to string format if not NULL; NULL values are preserved as None to indicate posts from deleted or anonymous users"}10