SNAILS artifacts

Contents:

• SNAILS databases
  • Database Sources
  • Database Installation
• SNAILS Identifier Naturalness data
  • Dataset Generation
  • Dataset Download
• Naturalness Classifiers
  • snails_naturalness_classifier
    • CanineIdentifierClassifier
  • db_schema_classifier
    • classify_db_schema()
    • classify_batch_with_canine()
    • main()
  • Classification Models
• Naturalness-Modified Identifiers
  • Dataset Description
  • Dataset Download
• Naturalness Modifier
  • More natural to less natural
  • Less natural to more natural
    • data_dict_interpreter
• SNAILS NL Question - Gold SQL Query dataset