Major Features and Improvements
- Added support for list-type Placeholder.
Breaking Changes
For Pipeline Authors
- N/A
For Component Authors
- N/A
Deprecations
- Removed the already-deprecated components.ImporterNode, should use
v1.dsl.Importer instead. - Deprecated Channel property setters. Use constructor argument instead.
Bug Fixes and Other Changes
- Fixed the cluster spec error in CAIP Tuner on Vertex when
num_parallel_trials = 1 - Replaced deprecated assertDictContainsSubset with
assertLessEqual(itemsA, itemsB). - Updating Keras tutorial to make better use of Keras, and better feature
engineering. - Merges KFP UI Metadata file if it already exists. Now components can produce
their own UI results and it will be merged with existing visualization. - Switch Transform component to always use sketch when computing top-k stats.
Dependency Updates
| Package Name | Version Constraints | Previously (in v1.6.0)
| Comments |
|---|---|---|---|
apache-beam[gcp]
| ~=2.36
| ~=2.35
| Synced release train |
google-cloud-aiplatform
| >=1.6.2,<2
| >=1.5.0,<2
| |
ml-metadata
| ~=1.7.0
| ~=1.6.0
| Synced release train |
struct2tensor
| ~=0.38.0
| ~=0.37.0
| Synced release train |
tensorflow
| >=1.15.5,<2 or ~=2.8.0
| >=1.15.5,<2 or ~=2.7.0
| |
tensorflow-data-validation
| ~=1.7.0
| ~=1.6.0
| Synced release train |
tensorflow-decision-forests
| ==0.2.4
| ==0.2.1
| |
tensorflow-model-analysis
| ~=0.38.0
| ~=0.37.0
| Synced release train |
tensorflow-serving-api
| >=1.15,<3 or ~=2.8.0
| >=1.15,<3 or ~=2.7.0
| |
tensorflow-transform
| ~=1.7.0
| ~=1.6.0
| Synced release train |
tfx-bsl
| ~=1.7.0
| ~=1.6.0
| Synced release train |
Documentation Updates
- N/A