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# Version 1.4.0 | ||
# Version 1.4.1 | ||
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## Major Features and Improvements | ||
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* Supported endpoint overwrite for CAIP BulkInferrer. | ||
* Added support for outputting and encoding `tf.RaggedTensor`s in TFX | ||
Transform component. | ||
* Added conditional for TFX running on KFPv2 (Vertex). | ||
* Supported component level beam pipeline args for Vertex (KFPV2DagRunner). | ||
* Support exit handler for TFX running on KFPv2 (Vertex). | ||
* Added RangeConfig for QueryBasedExampleGen to select date using query | ||
pattern. | ||
* Added support for union of Channels as input to standard TFX components. | ||
Users can use channel.union() to combine multiple Channels and use as input | ||
to these compnents. Artfacts resolved from these channels are expected to | ||
have the same type, and passed to components in no particular order. | ||
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* N/A | ||
## Breaking Changes | ||
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* Calling `TfxRunner.run(pipeline)` with the Pipeline IR proto will no longer | ||
be supported. Please switch to `TfxRunner.run_with_ir(pipeline)` instead. | ||
If you are calling `TfxRunner.run(pipeline)` with the Pipeline object, this | ||
change should not affect you. | ||
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* N/A | ||
### For Pipeline Authors | ||
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* N/A | ||
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### For Component Authors | ||
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* N/A | ||
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## Deprecations | ||
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* Deprecated python3.6 support. | ||
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* N/A | ||
## Bug Fixes and Other Changes | ||
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* Depends on `google-cloud-aiplatform>=1.5.0,<2`. | ||
* Depends on `tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,<2.7`. | ||
* Depends on `pyarrow>=1,<6`. | ||
* Fixed FileBasedExampleGen driver for Kubeflow v2 (Vertex). Driver can | ||
update exec_properties for its executor now, which enables {SPAN} feature. | ||
* example_gen.utils.dict_to_example now accepts Numpy types | ||
* Updated pytest to include v6.x | ||
* Depends on `apache-beam[gcp]>=2.33,<3`. | ||
* Depends on `ml-metadata>=1.4.0,<1.5.0`. | ||
* Depends on `struct2tensor>=0.35.0,<0.36.0`. | ||
* Depends on `tensorflow-data-validation>=1.4.0,<1.5.0`. | ||
* Depends on `tensorflow-model-analysis>=0.35.0,<0.36.0`. | ||
* Depends on `tensorflow-transform>=1.4.0,<1.5.0`. | ||
* Depends on `tfx-bsl>=1.4.0,<1.5.0`. | ||
* Fixed error where Vertex Endpoints of the same name is not deduped | ||
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* Ensures that Tensorflow is not re-installed during a container image build. | ||
## Documentation Updates | ||
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* N/A | ||
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