Version 1.5.0

Major Features and Improvements

Introduced tft.experimental.approximate_vocabulary analyzer that is an approximate version of tft.vocabulary which is more efficient with smaller number of unique elements or top_k threshold.

Bug Fixes and Other Changes

Raise a RuntimeError if order of analyzers in traced Tensorflow Graph is non-deterministic in TF2.
Fix issue where a tft.experimental.ptransform_analyzer's output dtype could be propagated incorrectly if it was a primitive as opposed to np.ndarray.
Depends on apache-beam[gcp]>=2.34,<3.
Depends on tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,<2.8.
Depends on tensorflow-metadata>=1.5.0,<1.6.0.
Depends on tfx-bsl>=1.5.0,<1.6.0.

Breaking Changes

N/A

Deprecations

N/A