TFX 0.28.0 Release

PiperOrigin-RevId: 360299166
tensorflow · Mar 2, 2021 · ba97c2a · ba97c2a
1 parent ac795f4
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diff --git a/README.md b/README.md
@@ -61,7 +61,8 @@ but other *untested* combinations may also work.
 
 tfx                                                                       | apache-beam[gcp] | ml-metadata | pyarrow | tensorflow        | tensorflow-data-validation | tensorflow-metadata | tensorflow-model-analysis | tensorflow-serving-api | tensorflow-transform | tfx-bsl
 ------------------------------------------------------------------------- | ---------------- | ----------- | ------- | ----------------- | -------------------------- | ------------------- | ------------------------- | ---------------------- | -------------------- | -------
-[GitHub master](https://github.com/tensorflow/tfx/blob/master/RELEASE.md) | 2.27.0           | 0.27.0      | 2.0.0   | nightly (1.x/2.x) | 0.27.0                     | 0.27.0              | 0.27.0                    | 2.4.0                  | 0.27.0               | 0.27.0
+[GitHub master](https://github.com/tensorflow/tfx/blob/master/RELEASE.md) | 2.28.0           | 0.28.0      | 2.0.0   | nightly (1.x/2.x) | 0.28.0                     | 0.28.0              | 0.28.0                    | 2.4.0                  | 0.28.0               | 0.28.1
+0.28.0                                                                    | 2.28.0           | 0.28.0      | 2.0.0   | 1.15.0 / 2.4.0    | 0.28.0                     | 0.28.0              | 0.28.0                    | 2.4.0                  | 0.28.0               | 0.28.1
 0.27.0                                                                    | 2.27.0           | 0.27.0      | 2.0.0   | 1.15.0 / 2.4.0    | 0.27.0                     | 0.27.0              | 0.27.0                    | 2.4.0                  | 0.27.0               | 0.27.0
 0.26.0                                                                    | 2.25.0           | 0.26.0      | 0.17.0  | 1.15.0 / 2.3.0    | 0.26.0                     | 0.26.0              | 0.26.0                    | 2.3.0                  | 0.26.0               | 0.26.0
 0.25.0                                                                    | 2.25.0           | 0.24.0      | 0.17.0  | 1.15.0 / 2.3.0    | 0.25.0                     | 0.25.0              | 0.25.0                    | 2.3.0                  | 0.25.0               | 0.25.0

diff --git a/RELEASE.md b/RELEASE.md
@@ -1,39 +1,70 @@
 # Current Version (Still in Development)
 
 ## Major Features and Improvements
-*   Publically released TFX docker image in tensorflow/tfx will use GPU
+
+## Breaking Changes
+
+### For Pipeline Authors
+
+### For Component Authors
+
+## Deprecations
+
+## Bug Fixes and Other Changes
+
+## Documentation Updates
+
+# Version 0.28.0
+
+## Major Features and Improvements
+
+*   Publically released TFX docker image in [tensorflow/tfx](
+    https://hub.docker.com/r/tensorflow/tfx) will use GPU
     compatible based TensorFlow images from [Deep Learning Containers](
     https://cloud.google.com/ai-platform/deep-learning-containers). This allow
     these images to be used with GPU out of box.
+*   Added an example pipeline for a ranking model (using
+    [tensorflow_ranking](https://github.com/tensorflow/ranking))
+    at `tfx/examples/ranking`. More documentation will be available in future
+    releases.
+*   Added a [spans_resolver](
+    https://github.com/tensorflow/tfx/blob/master/tfx/dsl/experimental/spans_resolver.py)
+    that can resolve spans based on range_config.
 
-*  Added an example pipeline for a ranking model (using
-   [tensorflow_ranking](https://github.com/tensorflow/ranking))
-   at `tfx/examples/ranking`. More documentation will be available in future
-   releases.
+## Breaking Changes
 
-*  Added a resolver that can resolve spans based on range_config.
-
-## Breaking changes
-
-### For pipeline authors
+### For Pipeline Authors
 
 *   Custom arg key in `google_cloud_ai_platform.tuner.executor` is renamed to
     `ai_platform_tuning_args` from `ai_platform_training_args`, to better
     distinguish usage with Trainer.
 
 ### For component authors
 
+*   N/A
+
 ## Deprecations
-*   Deprecated input/output compatibility aliases for Transform.
 
-*   Deprecated input/output compatibility aliases for SchemaGen.
+*   Deprecated input/output compatibility aliases for Transform and SchemaGen.
 
-## Bug fixes and other changes
-*  Change Bigquery ML Pusher to publish the model to the user specified project
-   instead of the default project from run time context.
+## Bug Fixes and Other Changes
 
-## Documentation updates
-*   Published a migration instruction for legacy custom Launcher developers.
+*   Change Bigquery ML Pusher to publish the model to the user specified project
+    instead of the default project from run time context.
+*   Depends on `apache-beam[gcp]>=2.28,<3`.
+*   Depends on `ml-metadata>=0.28.0,<0.29.0`.
+*   Depends on `kfp-pipeline-spec>=0.1.6,<0.2`.
+*   Depends on `struct2tensor>=0.28.0,<0.29.0`.
+*   Depends on `tensorflow-data-validation>=0.28.0,<0.29.0`.
+*   Depends on `tensorflow-model-analysis>=0.28.0,<0.29.0`.
+*   Depends on `tensorflow-transform>=0.28.0,<0.29.0`.
+*   Depends on `tfx-bsl>=0.28.1,<0.29.0`.
+
+## Documentation Updates
+
+*   Published a [migration instruction](
+    https://github.com/tensorflow/tfx/blob/master/tfx/orchestration/launcher/README.md)
+    for legacy custom launcher developers.
 
 # Version 0.27.0
 

diff --git a/tfx/dependencies.py b/tfx/dependencies.py
@@ -55,9 +55,9 @@ def make_pipeline_sdk_required_install_packages():
       'absl-py>=0.9,<0.11',
       'ml-metadata' + select_constraint(
           # LINT.IfChange
-          default='>=0.27,<0.28',
+          default='>=0.28,<0.29',
           # LINT.ThenChange(tfx/workspace.bzl)
-          nightly='>=0.28.0.dev',
+          nightly='>=0.29.0.dev',
           git_master='@git+https://github.com/google/ml-metadata@master'),
       'protobuf>=3.12.2,<4',
       'six>=1.10,<2',
@@ -72,7 +72,7 @@ def make_required_install_packages():
   # six, and protobuf) with TF.
   return make_pipeline_sdk_required_install_packages() + [
       # LINT.IfChange
-      'apache-beam[gcp]>=2.27,<3',
+      'apache-beam[gcp]>=2.28,<3',
       # LINT.ThenChange(examples/chicago_taxi_pipeline/setup/setup_beam.sh)
       'attrs>=19.3.0,<21',
       'click>=7,<8',
@@ -92,23 +92,23 @@ def make_required_install_packages():
       # TODO(b/159488890): remove user module-only dependency.
       'tensorflow-cloud>=0.1,<0.2',
       'tensorflow-data-validation' + select_constraint(
-          default='>=0.27,<0.28',
-          nightly='>=0.28.0.dev',
+          default='>=0.28,<0.29',
+          nightly='>=0.29.0.dev',
           git_master='@git+https://github.com/tensorflow/data-validation@master'
       ),
       'tensorflow-model-analysis' + select_constraint(
-          default='>=0.27,<0.28',
-          nightly='>=0.28.0.dev',
+          default='>=0.28,<0.29',
+          nightly='>=0.29.0.dev',
           git_master='@git+https://github.com/tensorflow/model-analysis@master'
       ),
       'tensorflow-serving-api>=1.15,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,<3',
       'tensorflow-transform' + select_constraint(
-          default='>=0.27,<0.28',
-          nightly='>=0.28.0.dev',
+          default='>=0.28,<0.29',
+          nightly='>=0.29.0.dev',
           git_master='@git+https://github.com/tensorflow/transform@master'),
       'tfx-bsl' + select_constraint(
-          default='>=0.27,<0.28',
-          nightly='>=0.28.0.dev',
+          default='>=0.28.1,<0.29',
+          nightly='>=0.29.0.dev',
           git_master='@git+https://github.com/tensorflow/tfx-bsl@master'),
   ]
 
@@ -127,7 +127,7 @@ def make_extra_packages_test():
       # apache-airflow 1.0.14 or later.(github.com/apache/airflow/issues/11965).
       'cattrs==1.0.0',
       'kfp>=1.1.0,<2',
-      'kfp-pipeline-spec>=0.1.5,<0.2',
+      'kfp-pipeline-spec>=0.1.6,<0.2',
       'pytest>=5,<6',
       # TODO(b/175740170): Delete pinned werkzeug version after using the new
       # pip resolver.
@@ -138,7 +138,7 @@ def make_extra_packages_test():
 def make_extra_packages_docker_image():
   # Packages needed for tfx docker image.
   return [
-      'kfp-pipeline-spec>=0.1.5,<0.2',
+      'kfp-pipeline-spec>=0.1.6,<0.2',
       'mmh>=2.2,<3',
       'python-snappy>=0.5,<0.6',
   ]
@@ -168,7 +168,7 @@ def make_extra_packages_examples():
       'tflite-support>=0.1.0a1,<0.1.1',
       # Required for tfx/examples/ranking
       'tensorflow-ranking>=0.3.3,<0.4',
-      'struct2tensor>=0.27,<0.28',
+      'struct2tensor>=0.28,<0.29',
   ]
 
 

diff --git a/tfx/examples/chicago_taxi_pipeline/setup/setup_beam.sh b/tfx/examples/chicago_taxi_pipeline/setup/setup_beam.sh
@@ -19,7 +19,7 @@ BEAM_DIR="$WORK_DIR/beam"
 GIT_COMMAND=`which git`
 BEAM_REPO="https://github.com/apache/beam"
 # LINT.IfChange
-BEAM_BRANCH="release-2.27.0"
+BEAM_BRANCH="release-2.28.0"
 # LINT.ThenChange(../../../dependencies.py)
 
 

diff --git a/tfx/version.py b/tfx/version.py
@@ -15,4 +15,4 @@
 """Contains the version string of TFX."""
 
 # Note that setup.py uses this version.
-__version__ = '0.28.0.dev'
+__version__ = '0.29.0.dev'
diff --git a/tfx/workspace.bzl b/tfx/workspace.bzl
@@ -79,6 +79,6 @@ def tfx_workspace():
         name = "com_github_google_ml_metadata",
         repo = "google/ml-metadata",
         # LINT.IfChange
-        tag = "v0.27.0",
+        tag = "v0.28.0",
         # LINT.ThenChange(//tfx/dependencies.py)
     )