1 /* Copyright 2019 The TensorFlow Authors. All Rights Reserved. 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 ==============================================================================*/ 15 #ifndef TENSORFLOW_CORE_KERNELS_DATA_EXPERIMENTAL_AUTO_SHARD_DATASET_OP_H_ 16 #define TENSORFLOW_CORE_KERNELS_DATA_EXPERIMENTAL_AUTO_SHARD_DATASET_OP_H_ 17 18 #include "tensorflow/core/framework/dataset.h" 19 20 namespace tensorflow { 21 namespace data { 22 namespace experimental { 23 24 class AutoShardDatasetOp : public UnaryDatasetOpKernel { 25 public: 26 static constexpr const char* const kDatasetType = "AutoShard"; 27 static constexpr const char* const kInputDataset = "input_dataset"; 28 static constexpr const char* const kNumWorkers = "num_workers"; 29 static constexpr const char* const kIndex = "index"; 30 static constexpr const char* const kAutoShardPolicy = "auto_shard_policy"; 31 static constexpr const char* const kNumReplicas = "num_replicas"; 32 static constexpr const char* const kOutputTypes = "output_types"; 33 static constexpr const char* const kOutputShapes = "output_shapes"; 34 35 explicit AutoShardDatasetOp(OpKernelConstruction* ctx); 36 37 protected: 38 void MakeDataset(OpKernelContext* ctx, DatasetBase* input, 39 DatasetBase** output) override; 40 41 private: 42 static RewriterConfig CreateConfig(int64_t num_workers, int64_t index, 43 int64_t auto_shard_policy, 44 int64_t num_replicas); 45 int64_t auto_shard_policy_; 46 int64_t num_replicas_; 47 }; 48 49 } // namespace experimental 50 } // namespace data 51 } // namespace tensorflow 52 53 #endif // TENSORFLOW_CORE_KERNELS_DATA_EXPERIMENTAL_AUTO_SHARD_DATASET_OP_H_ 54