[Fix] Remove tests of deprecated operators and adapt to GitHub CI.

.github/workflows/ci_test.yml

@@ -82,7 +82,7 @@ jobs:
       - uses: actions/checkout@v2
       - uses: actions/setup-python@v1
         with:
-          python-version: 3.7
+          python-version: 3.9
       - run: pip install pygithub click
       - name: Check that the CODEOWNERS is valid
         run: python .github/workflows/notify_codeowners.py .github/CODEOWNERS

.github/workflows/notify_codeowners.yml

@@ -13,7 +13,7 @@ jobs:
       - uses: actions/checkout@v2
       - uses: actions/setup-python@v1
         with:
-          python-version: 3.7
+          python-version: 3.9
       - run: pip install pygithub click
       - name: Drop a message for codeowners
         env:

.github/workflows/release.yml

@@ -42,7 +42,7 @@ jobs:
     strategy:
       matrix:
         # TODO: add back 'windows-latest' when it can be compiled.
-        os: ['macos-14', 'macos-12', 'ubuntu-20.04']
+        os: ['macos-14', 'macos-13', 'ubuntu-20.04']
         py-version: ['3.8', '3.9', '3.10', '3.11']
         tf-version: ['2.15.1', '2.16.2']
         tf-need-cuda: ['0']
@@ -59,7 +59,7 @@ jobs:
             cpu: 'x86'
           - os: 'ubuntu-20.04'
             cpu: 'arm64'
-          - os: 'macos-12'
+          - os: 'macos-13'
             cpu: 'arm64'
           - py-version: '3.8'
             cpu: 'arm64'

demo/dynamic_embedding/movielens-1m-keras-with-horovod/movielens-1m-keras-with-horovod.py

@@ -419,7 +419,7 @@ def call(self, features):
             boundaries=fea_info['boundaries'])(input_tensor)
       # To prepare for GPU table combined queries, use a prefix to distinguish different features in a table.
       if fea_info['ptype'] == 'user_occupation_label':
-        input_tensor_prefix_code = int(fea_info['code']) << 1
+        input_tensor_prefix_code = int(fea_info['code']) << 48
       else:
         input_tensor_prefix_code = None
       if input_tensor_prefix_code is not None:

tensorflow_recommenders_addons/dynamic_embedding/python/kernel_tests/BUILD

@@ -83,42 +83,43 @@ py_test(
 #     ],
 # )
 
-py_test(
-    name = "math_ops_test",
-    srcs = ["math_ops_test.py"],
-    python_version = "PY3",
-    srcs_version = "PY3",
-    deps = [
-        "//tensorflow_recommenders_addons",
-    ],
-)
+# Remove the following tests due to there are well-support operators in latest Tensorflow version.
+# py_test(
+#     name = "math_ops_test",
+#     srcs = ["math_ops_test.py"],
+#     python_version = "PY3",
+#     srcs_version = "PY3",
+#     deps = [
+#         "//tensorflow_recommenders_addons",
+#     ],
+# )
 
-py_test(
-    name = "math_grad_test",
-    srcs = ["math_grad_test.py"],
-    python_version = "PY3",
-    srcs_version = "PY3",
-    deps = [
-        "//tensorflow_recommenders_addons",
-    ],
-)
+# py_test(
+#     name = "math_grad_test",
+#     srcs = ["math_grad_test.py"],
+#     python_version = "PY3",
+#     srcs_version = "PY3",
+#     deps = [
+#         "//tensorflow_recommenders_addons",
+#     ],
+# )
 
-py_test(
-    name = "dynamic_partition_op_test",
-    srcs = ["dynamic_partition_op_test.py"],
-    python_version = "PY3",
-    srcs_version = "PY3",
-    deps = [
-        "//tensorflow_recommenders_addons",
-    ],
-)
+# py_test(
+#     name = "dynamic_partition_op_test",
+#     srcs = ["dynamic_partition_op_test.py"],
+#     python_version = "PY3",
+#     srcs_version = "PY3",
+#     deps = [
+#         "//tensorflow_recommenders_addons",
+#     ],
+# )
 
-py_test(
-    name = "dynamic_stitch_op_test",
-    srcs = ["dynamic_stitch_op_test.py"],
-    python_version = "PY3",
-    srcs_version = "PY3",
-    deps = [
-        "//tensorflow_recommenders_addons",
-    ],
-)
+# py_test(
+#     name = "dynamic_stitch_op_test",
+#     srcs = ["dynamic_stitch_op_test.py"],
+#     python_version = "PY3",
+#     srcs_version = "PY3",
+#     deps = [
+#         "//tensorflow_recommenders_addons",
+#     ],
+# )

tensorflow_recommenders_addons/dynamic_embedding/python/ops/data_flow_ops.py

@@ -32,16 +32,13 @@
 from tensorflow_recommenders_addons.utils.resource_loader import LazySO
 
 tfra_data_flow_ops = LazySO("dynamic_embedding/core/_data_flow_ops.so").ops
-# TODO(MoFHeka): dynamic_partition and dynamic_stitch in TensorFlow
+# NOTE(MoFHeka): dynamic_partition and dynamic_stitch in TensorFlow
 #                missing compile implementation of the bool data type.
 #                Remove TFRA DE same-name op when TensorFlow supports those data type.
 
 
 def dynamic_partition(data, partitions, num_partitions, name=None):
   if not hasattr(tfra_data_flow_ops, 'tfra_dynamic_partition'):
-    tf_logging.warn(
-        '`tfra.dynamic_embedding.data_flow.dynamic_partition` is not'
-        ' found. Use tf.dynamic_partition instead.')
     with ops.colocate_with(None, ignore_existing=True):
       return tf.dynamic_partition(data, partitions, num_partitions, name=name)
   else:
@@ -53,8 +50,6 @@ def dynamic_partition(data, partitions, num_partitions, name=None):
 
 def dynamic_stitch(indices, data, use_fast=True, name=None):
   if not hasattr(tfra_data_flow_ops, 'tfra_dynamic_stitch'):
-    tf_logging.warn('`tfra.dynamic_embedding.data_flow.dynamic_stitch` is not'
-                    ' found. Use tf.dynamic_stitch instead.')
     with ops.colocate_with(None, ignore_existing=True):
       return tf.dynamic_stitch(indices, data, name=name)
   else: