TFX 1.2.0-rc0
Pre-release
Pre-release
Major Features and Improvements
- Added RuntimeParam support for Trainer's custom_config.
- TFX Trainer and Pusher now support Vertex, which can be enabled with
ENABLE_VERTEX_KEY
key incustom_config
.
Breaking Changes
For Pipeline Authors
- N/A
For Component Authors
- N/A
Deprecations
- N/A
Bug Fixes and Other Changes
- Fixed issue when InputValuePlaceholder is used as component parameter in
container based component. - Depends on
kubernetes>=10.0.1,<13
CsvToExample
now supports multi-line strings.tfx.benchmarks
package was removed from the Python TFX wheel. This package
is used only for benchmarking and not useful for end users.- Fixed the issue for fairness_indicator_thresholds support of Evaluator.
- Depends on
apache-beam[gcp]>=2.31,<3
. - Depends on
kfp-pipeline-spec>=0.1.8,<0.2
. - Depends on
ml-metadata>=1.2.0,<1.3.0
. - Depends on
struct2tensor>=0.33.0,<0.34.0
. - Depends on
tensorflow-data-validation>=1.2.0,<1.3.0
. - Depends on
tensorflow-model-analysis>=0.33.0,<0.34.0
. - Depends on
tensorflow-transform>=1.2.0,<1.3.0
. - Depends on
tfx-bsl>=1.2.0,<1.3.0
.
Documentation Updates
- N/A