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Commits on Feb 25, 2022

• no-op

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Commits on Feb 17, 2022

• Delete unused stats generator TopKUniquesCombinerStatsGenerator. We have now modified the inmemory stats method to use sketch based generator.

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Commits on Jan 27, 2022

• Use sketch based top-k/uniques in TFDV inmemory mode.

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Commits on Nov 18, 2021

• Use RecordBatch.nbytes to compute the record batch size. Add telemetry for record batch input bytes.

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Commits on Oct 22, 2021

• Support SQL based slicing in TFDV.

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Commits on Oct 13, 2021

• Merge two accumulators at a time instead of batching.

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Commits on Nov 12, 2020

• Add option to output topk/uniques results in custom_stats.

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Commits on Sep 10, 2020

• Remove warning and add counter to track non utf8 values.

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• Deprecate sample_count option in tfdv.StatsOptions

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Commits on Sep 9, 2020

• Support allowlist and denylist features in tfdv.visualize statistics method.

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Commits on Jul 24, 2020

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Commits on Jun 10, 2020

• Use existing API to write statistics

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Commits on May 15, 2020

• Minor refactoring

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Commits on May 13, 2020

• Add ptransforms to write statistics to text and tfrecord files.

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Commits on May 8, 2020

• Add utility methods tfdv.get_slice_statistics to get statistics for a slice and tfdv.compare_slices to compare statistics of two slices using Facets.

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Commits on Apr 23, 2020

• Modify generate_statistics_from_dataframe to convert dataframe to arrow tables without intermediate Dict conversion.

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Commits on Apr 13, 2020

• Switch to using PyBind11 in TFDV

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Commits on Mar 26, 2020

• Crop values in natural language stats generator

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Commits on Feb 28, 2020

• Merge pull request tensorflow#96 from santosh-d3vpl3x/master

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• Merge PR tensorflow#96

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Commits on Feb 21, 2020

• Update io_bazel_rules_clousure commit to be in sync with TF source

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Commits on Feb 20, 2020

• Cast finite quantile boundaries to float64 to avoid precision errors.

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Commits on Jan 31, 2020

• Expose slicing utility method in __init__.py

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Commits on Jan 14, 2020

• Add telemetry for example size.

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Commits on Dec 20, 2019

• Handle infinity in basic stats generator

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Commits on Dec 5, 2019

• Fix bug in assert message

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Commits on Dec 3, 2019

• Add assertions in bucket generation logic.

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Commits on Nov 20, 2019

• Compute bytes statistics for features of BYTES type.

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• Handle null array in cross feature stats generator.

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Commits on Oct 23, 2019

• Cleanup post TFDV 0.15.0 release.

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• Update scikit learn dependency version

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• Fix condition in test script.

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Commits on Oct 22, 2019

• Prepare for TFDV 0.15 release

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Commits on Oct 18, 2019

• Use min/max values provided by quantiles analyzer when constructing histograms.

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Commits on Oct 17, 2019

• Depend of TF 1.15 source in bazel.

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