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lines changed Original file line number Diff line number Diff line change @@ -41,6 +41,19 @@ The recommended way to install TFDV is using the
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``` bash
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pip install tensorflow-data-validation
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```
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+ ### Nightly Packages
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+
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+ TFDV also hosts nightly packages at https://pypi-nightly.tensorflow.org on
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+ Google Cloud. To install the latest nightly package, please use the following
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+ command:
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+
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+ ``` bash
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+ pip install -i https://pypi-nightly.tensorflow.org/simple tensorflow-data-validation
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+ ```
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+
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+ This will install the nightly packages for the major dependencies of TFDV such
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+ as TensorFlow Transform (TFT), TFX Basic Shared Libraries (TFX-BSL), TensorFlow
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+ Metadata (TFMD).
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## Build with Docker
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Original file line number Diff line number Diff line change 6
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* Add support for detecting drift and distribution skew in numeric features.
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* ` tfdv.validate_statistics ` now also reports the raw measurements of
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- distribution skew/drift (if any is done), regardless whether skew/drift
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- is detected. The report is in the ` drift_skew_info ` of the ` Anomalies `
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- proto (return value of ` validate_statistics ` ).
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+ distribution skew/drift (if any is done), regardless whether skew/drift is
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+ detected. The report is in the ` drift_skew_info ` of the ` Anomalies ` proto
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+ (return value of ` validate_statistics ` ).
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+ * From this release TFDV will also be hosting nightly packages on
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+ https://pypi-nightly.tensorflow.org . To install the nightly package use the
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+ following command:
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+
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+ ```
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+ pip install -i https://pypi-nightly.tensorflow.org/simple tensorflow-data-validation
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+ ```
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+
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+ Note: These nightly packages are unstable and breakages are likely to
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+ happen. The fix could often take a week or more depending on the complexity
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+ involved for the wheels to be available on the PyPI cloud service. You can
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+ always use the stable version of TFDV available on PyPI by running the
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+ command `pip install tensorflow-data-validation` .
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## Bug Fixes and Other Changes
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+
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* Added `tfdv.load_stats_binary` to load stats what were written using
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`tfdv.WriteStatisticsToText` (now `tfdv.WriteStatisticsToBinaryFile`).
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Original file line number Diff line number Diff line change @@ -40,6 +40,23 @@ The recommended way to install TFDV is using the
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pip install tensorflow-data-validation
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```
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+ ### Nightly Packages
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+
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+ TFDV also hosts nightly packages at https://pypi-nightly.tensorflow.org on
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+ Google Cloud. To install the latest nightly package, please use the following
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+ command:
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+
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+ ``` bash
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+ pip install -i https://pypi-nightly.tensorflow.org/simple tensorflow-data-validation
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+ ```
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+
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+ This will install the nightly packages for the major dependencies of TFDV such
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+ as TensorFlow Transform (TFT), TensorFlow Metadata (TFMD), TFX Basic Shared
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+ Libraries (TFX-BSL).
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+
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+ Note: These nightly packages are unstable and breakages are likely to happen.
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+ The fix could often take a week or more depending on the complexity involved.
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+
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## Build with Docker
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This is the recommended way to build TFDV under Linux, and is continuously
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