/* Copyright 2017 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. ==============================================================================*/ #include "tensorflow/core/platform/cloud/retrying_utils.h" #include #include "tensorflow/core/lib/core/status_test_util.h" #include "tensorflow/core/lib/strings/str_util.h" #include "tensorflow/core/platform/env.h" #include "tensorflow/core/platform/test.h" namespace tensorflow { namespace { TEST(RetryingUtilsTest, CallWithRetries_RetryDelays) { std::vector requested_delays; // requested delays in seconds std::function sleep = [&requested_delays](int64 delay) { requested_delays.emplace_back(delay / 1000000.0); }; std::function f = []() { return errors::Unavailable("Failed."); }; const auto& status = RetryingUtils::CallWithRetries( f, sleep, RetryConfig(500000 /* init_delay_time_us */)); EXPECT_EQ(errors::Code::ABORTED, status.code()); EXPECT_TRUE(str_util::StrContains( status.error_message(), "All 10 retry attempts failed. The last failure: Unavailable: Failed.")) << status; EXPECT_EQ(10, requested_delays.size()); EXPECT_NEAR(0.5, requested_delays[0], 1.0); EXPECT_NEAR(1.0, requested_delays[1], 1.0); EXPECT_NEAR(2.0, requested_delays[2], 1.0); EXPECT_NEAR(4.0, requested_delays[3], 1.0); EXPECT_NEAR(8.0, requested_delays[4], 1.0); EXPECT_NEAR(16.0, requested_delays[5], 1.0); // All subsequent delays are capped at 32 seconds (plus jitter). EXPECT_NEAR(32.0, requested_delays[6], 1.0); EXPECT_NEAR(32.0, requested_delays[7], 1.0); EXPECT_NEAR(32.0, requested_delays[8], 1.0); EXPECT_NEAR(32.0, requested_delays[9], 1.0); } TEST(RetryingUtilsTest, CallWithRetries_NotFoundIsNotRetried) { std::vector results( {errors::Unavailable("Failed."), errors::NotFound("Not found.")}); std::function f = [&results]() { auto result = results[0]; results.erase(results.begin()); return result; }; EXPECT_EQ( errors::Code::NOT_FOUND, RetryingUtils::CallWithRetries(f, RetryConfig(0 /* init_delay_time_us */)) .code()); } TEST(RetryingUtilsTest, CallWithRetries_ImmediateSuccess) { std::vector results({Status::OK()}); std::function sleep = [](int64 delay) { ADD_FAILURE() << "Unexpected call to sleep."; }; std::function f = [&results]() { auto result = results[0]; results.erase(results.begin()); return result; }; TF_EXPECT_OK(RetryingUtils::CallWithRetries( f, sleep, RetryConfig(1L /* init_delay_time_us */))); } TEST(RetryingUtilsTest, CallWithRetries_EventualSuccess) { std::vector results({errors::Unavailable("Failed."), errors::Unavailable("Failed again."), Status::OK()}); std::function f = [&results]() { auto result = results[0]; results.erase(results.begin()); return result; }; TF_EXPECT_OK(RetryingUtils::CallWithRetries( f, RetryConfig(0 /* init_delay_time_us */))); } TEST(RetryingUtilsTest, DeleteWithRetries_ImmediateSuccess) { std::vector delete_results({Status::OK()}); const auto delete_func = [&delete_results]() { auto result = delete_results[0]; delete_results.erase(delete_results.begin()); return result; }; TF_EXPECT_OK(RetryingUtils::DeleteWithRetries( delete_func, RetryConfig(0 /* init_delay_time_us */))); } TEST(RetryingUtilsTest, DeleteWithRetries_EventualSuccess) { std::vector delete_results({errors::Unavailable(""), Status::OK()}); const auto delete_func = [&delete_results]() { auto result = delete_results[0]; delete_results.erase(delete_results.begin()); return result; }; TF_EXPECT_OK(RetryingUtils::DeleteWithRetries( delete_func, RetryConfig(0 /* init_delay_time_us */))); } TEST(RetryingUtilsTest, DeleteWithRetries_PermissionDeniedNotRetried) { std::vector delete_results( {errors::Unavailable(""), errors::PermissionDenied("")}); const auto delete_func = [&delete_results]() { auto result = delete_results[0]; delete_results.erase(delete_results.begin()); return result; }; EXPECT_EQ(errors::Code::PERMISSION_DENIED, RetryingUtils::DeleteWithRetries( delete_func, RetryConfig(0 /* init_delay_time_us */)) .code()); } TEST(RetryingUtilsTest, DeleteWithRetries_SuccessThroughFileNotFound) { std::vector delete_results( {errors::Unavailable(""), errors::NotFound("")}); const auto delete_func = [&delete_results]() { auto result = delete_results[0]; delete_results.erase(delete_results.begin()); return result; }; TF_EXPECT_OK(RetryingUtils::DeleteWithRetries( delete_func, RetryConfig(0 /* init_delay_time_us */))); } TEST(RetryingUtilsTest, DeleteWithRetries_FirstNotFoundReturnedAsIs) { std::vector delete_results({errors::NotFound("")}); const auto delete_func = [&delete_results]() { auto result = delete_results[0]; delete_results.erase(delete_results.begin()); return result; }; EXPECT_EQ(error::NOT_FOUND, RetryingUtils::DeleteWithRetries( delete_func, RetryConfig(0 /* init_delay_time_us */)) .code()); } } // namespace } // namespace tensorflow