Skip to content

TensorFlow Data Validation 0.27.0
Compare
Choose a tag to compare
@dhruvesh09 dhruvesh09 released this 28 Jan 20:05
v0.27.0
a3bc1e2
This commit was created on GitHub.com and signed with GitHub’s verified signature. The key has expired.
GPG key ID: 4AEE18F83AFDEB23
Expired
Verified
Learn about vigilant mode.

Major Features and Improvements

  • Performance improvement to BasicStatsGenerator.

Bug Fixes and Other Changes

  • Added a compact() and setup() interface to CombinerStatsGenerator,
    CombinerFeatureStatsWrapperGenerator, BasicStatsGenerator,
    CompositeStatsGenerator, and ConstituentStatsGenerator.
  • Stopped depending on tensorflow-transform.
  • Depends on apache-beam[gcp]>=2.27,<3.
  • Depends on pyarrow>=1,<3.
  • Depends on tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,<3.
  • Depends on tensorflow-metadata>=0.27,<0.28.
  • Depends on tfx-bsl>=0.27,<0.28.

Known Issues

  • N/A

Breaking changes

  • N/A

Deprecations

  • tfdv.DecodeCSV and tfdv.DecodeTFExample are deprecated. Use
    tfx_bsl.public.tfxio.CsvTFXIO and tfx_bsl.public.tfxio.TFExampleRecord
    instead.
Assets 2
Loading