- Saved tuner results in pandas
records
formatted JSON. - TFX Transform now supports
tf.SequenceExample
natively. The native path can be activated by providingTensorRepresentation
s in the Schema. - TFX Transform now supports reading raw and materializing transformed data in Apache Parquet format.
- ExampleDiff outputs statistics on the matching process, and optional counts of paired feature values.
- N/A
- N/A
- N/A
- N/A
- Type hint on BaseComponent.inputs and BaseComponent.outputs corrected to be Channel subclasses.
- Added
input_optional
parameter toChannelParameter
. This allows component authors to declare that even if a channel isoptional
, if it is provided during pipeline definition time, then it must have resolved inputs during run time. - Allow latest
apache-airflow
2.x versions. - Moved
tflite-support
related dependencies from[examples]
to a separate[tflite-support]
extra. - Output artifacts from multiple invocations of the same component are given unique names, avoiding duplication errors, especially in the InteractiveContext.
Package Name | Version Constraints | Previously (in v1.9.0 ) |
Comments |
---|---|---|---|
google-api-core |
<2 |
N/A | Added to help pip dependency resolution. google-api-core was already a transitive dependency. |
apache-beam[gcp] |
>=2.40,<3 |
>=2.38,<3 |
Synced release train |
attrs |
>=19.3.0,<22 |
>=19.3.0,<21 |
Allow more recent versions |
pyarrow |
>=6,<7 |
>=1,<6 |
Synced release train |
ml-metadata |
~=1.10.0 |
~=1.9.0 |
Synced release train |
struct2tensor |
~=0.41.0 |
~=0.40.0 |
Synced release train |
tensorflow-data-validation |
~=1.10.0 |
~=1.9.0 |
Synced release train |
tensorflow-model-analysis |
~=0.41.0 |
~=0.40.0 |
Synced release train |
tensorflow-transform |
~=1.10.1 |
~=1.9.0 |
Synced release train |
tfx-bsl |
~=1.10.1 |
~=1.9.0 |
Synced release train |
- N/A