xref: /aosp_15_r20/external/federated-compute/fcp/tensorflow/make_slices_selector_example_selector.py (revision 14675a029014e728ec732f129a32e299b2da0601)
1# Copyright 2022 Google LLC
2#
3# Licensed under the Apache License, Version 2.0 (the "License");
4# you may not use this file except in compliance with the License.
5# You may obtain a copy of the License at
6#
7#      http://www.apache.org/licenses/LICENSE-2.0
8#
9# Unless required by applicable law or agreed to in writing, software
10# distributed under the License is distributed on an "AS IS" BASIS,
11# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
12# See the License for the specific language governing permissions and
13# limitations under the License.
14"""Provides the `make_slices_selector_example_selector` operation.
15
16This wraps the generated op and ensures that necessary shared libraries
17are loaded.
18"""
19
20import tensorflow as tf
21
22from fcp.tensorflow import gen_make_slices_selector_example_selector_py
23
24_make_slices_selector_example_selector_so = tf.load_op_library(
25    tf.compat.v1.resource_loader.get_path_to_datafile(
26        './_make_slices_selector_example_selector_op.so'))
27
28
29def make_slices_selector_example_selector(served_at_id, keys):
30  """Serializes a proto `ExampleSelector` containing a `SlicesSelector`."""
31  return gen_make_slices_selector_example_selector_py.make_slices_selector_example_selector(
32      served_at_id=tf.convert_to_tensor(served_at_id, tf.string),
33      keys=tf.convert_to_tensor(keys, tf.int32),
34  )
35