Published February 7, 2020 | Version 1.0.0

Datasets for: Semantic Robustness of Models of Source Code

  • 1. University of Wisconsin–Madison

Description

Datasets for Semantic Robustness of Models of Source Code.

Includes the c2s/java-small, csn/java, csn/python, and sri/py150 in the following representations:

  1. Raw [in raw.tar.gz]
  2. Normalized [in normalized.tar.gz]
  3. Pre-processed (ast-paths and tokens) [in preprocessed.tar.gz]
  4. Transformed [in transformed.tar.gz]
    1. Normalized
      1. transforms.All
      2. transforms.ShuffleLocalVariables
      3. transforms.ShuffleParameters
      4. transforms.RenameLocalVariables
      5. transforms.RenameFields
      6. transforms.RenameParameters
      7. transforms.ReplaceTrueFalse
      8. transforms.InsertPrintStatements
      9. transforms.Identity
    2. Pre-processed (ast-paths and tokens)
      1. transforms.Identity
      2. transforms.InsertPrintStatements
      3. transforms.ReplaceTrueFalse
      4. transforms.RenameParameters
      5. transforms.RenameFields
      6. transforms.RenameLocalVariables
      7. transforms.ShuffleParameters
      8. transforms.ShuffleLocalVariables
      9. transforms.All

Files

Files (29.4 GB)

Name Size
md5:7468c614cc27a768bdae8a5fe798cf90
1.2 GB Download
md5:3d296693e492fa2d635a82b4fe013424
3.9 GB Download
md5:5134ef7dec117e41c3d296f02462faf2
1.3 GB Download
md5:82fc77c8a4e24dde8af34d131d1ff0c3
23.1 GB Download