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 each user document in MongoDB", "data_type": "String", "required": true, "value_description": ""}2{"field_name": "aboutMe", "field_description": "The self introduction of the user", "data_type": "Null, String", "required": true, "value_description": ""}3{"field_name": "accountId", "field_description": "The unique id of the account", "data_type": "Number", "required": true, "value_description": ""}4{"field_name": "age", "field_description": "User's age", "data_type": "Null, Number", "required": true, "value_description": "teenager: 13-18; adult: 19-65; elder: > 65"}5{"field_name": "creationDate", "field_description": "The creation date of the user account", "data_type": "Date", "required": true, "value_description": ""}6{"field_name": "displayName", "field_description": "The user's display name", "data_type": "String", "required": true, "value_description": ""}7{"field_name": "downVotes", "field_description": "The number of downvotes", "data_type": "Number", "required": true, "value_description": ""}8{"field_name": "lastAccessDate", "field_description": "The last access date of the user account", "data_type": "Date", "required": true, "value_description": ""}9{"field_name": "location", "field_description": "User's location", "data_type": "Null, String", "required": true, "value_description": ""}10{"field_name": "profileImageUrl", "field_description": "The profile image url", "data_type": "Null, String", "required": true, "value_description": ""}11{"field_name": "reputation", "field_description": "The user's reputation", "data_type": "Number", "required": true, "value_description": "commonsense evidence: The user with higher reputation has more influence."}12{"field_name": "upVotes", "field_description": "The number of upvotes", "data_type": "Number", "required": true, "value_description": ""}13{"field_name": "views", "field_description": "The number of views", "data_type": "Number", "required": true, "value_description": ""}14{"field_name": "websiteUrl", "field_description": "The website url of the user account", "data_type": "Null, String", "required": true, "value_description": ""}15