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| 1 | +# Version 1.14.0 |
| 2 | + |
| 3 | +## Major Features and Improvements |
| 4 | + |
| 5 | +* Added python 3.10 support. |
| 6 | + |
| 7 | +## Breaking Changes |
| 8 | + |
| 9 | +* `Placeholder` (and `_PlaceholderOperator`) are no longer `Jsonable`. |
| 10 | +* Optimize MLMD register type to one call in most time instead of two calls. |
| 11 | + |
| 12 | +### For Pipeline Authors |
| 13 | + |
| 14 | +* N/A |
| 15 | + |
| 16 | +### For Component Authors |
| 17 | + |
| 18 | +* Replace "tf_estimator" with "tfma_eval" as the identifier for tfma |
| 19 | + EvalSavedModel. "tf_estimator" is now serves as the identifier for the normal |
| 20 | + estimator model with any signature (by default 'serving'). |
| 21 | + |
| 22 | +## Deprecations |
| 23 | + |
| 24 | +* N/A |
| 25 | + |
| 26 | +## Bug Fixes and Other Changes |
| 27 | + |
| 28 | +* Apply latest TFX image vulnerability resolutions (base OS and software updates) |
| 29 | + |
| 30 | +## Dependency Updates |
| 31 | +| Package Name | Version Constraints | Previously (in `v1.13.0`) | Comments | |
| 32 | +| -- | -- | -- | -- | |
| 33 | +| `tensorflow-hub` | `>=0.9.0,<0.14` | `>=0.9.0,<0.13` | | |
| 34 | +| `pyarrow` | `>=10,<11` | `>=6,<7` | | |
| 35 | +| `apache-beam` | `>=2.40,<3` | `>=2.47,<3` | | |
| 36 | +| `scikit-learn` | `>=1.0,<2` | `>=0.23,<0.24` | | |
| 37 | +| `google-api-core` | `<3` | `<1.33` | | |
| 38 | +| `google-cloud-aiplatform` | `>=1.6.2,<2` | `>=1.6.2,<1.18` | | |
| 39 | +| `tflite-support` | `>=0.4.3,<0.4.5` | `>=0.4.2,<0.4.3` | | |
| 40 | +| `pyyaml` | `>=6,<7`| `>=3.12,<6` | Issue with installation of PyYaml 5.4.1. (https://github.com/yaml/pyyaml/issues/724) | |
| 41 | +| `tensorflow` | `>=2.13,<2.14` | `>=2.12,<2.13` | | |
| 42 | +| `tensorflowjs` | `>=4.5,<5` | `>=3.6.0,<4` | | |
| 43 | + |
| 44 | +## Documentation Updates |
| 45 | + |
| 46 | +* N/A |
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