lock_util_test.py

# Copyright 2018 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================
"""Tests for lock_util."""

import random
import time

from absl.testing import parameterized

from tensorflow.python.platform import test
from tensorflow.python.util import lock_util


class GroupLockTest(test.TestCase, parameterized.TestCase):

  @parameterized.parameters(1, 2, 3, 5, 10)
  def testGroups(self, num_groups):
    lock = lock_util.GroupLock(num_groups)
    num_threads = 10
    finished = set()

    def thread_fn(thread_id):
      time.sleep(random.random() * 0.1)
      group_id = thread_id % num_groups
      with lock.group(group_id):
        time.sleep(random.random() * 0.1)
        self.assertGreater(lock._group_member_counts[group_id], 0)
        for g, c in enumerate(lock._group_member_counts):
          if g != group_id:
            self.assertEqual(0, c)
        finished.add(thread_id)

    threads = [
        self.checkedThread(target=thread_fn, args=(i,))
        for i in range(num_threads)
    ]

    for i in range(num_threads):
      threads[i].start()
    for i in range(num_threads):
      threads[i].join()

    self.assertEqual(set(range(num_threads)), finished)


if __name__ == "__main__":
  test.main()