1 /* Copyright 2015 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 16 // See docs in ../ops/io_ops.cc. 17 18 #include <memory> 19 #include "tensorflow/core/framework/reader_base.h" 20 #include "tensorflow/core/framework/reader_op_kernel.h" 21 #include "tensorflow/core/lib/core/errors.h" 22 #include "tensorflow/core/lib/io/record_reader.h" 23 #include "tensorflow/core/lib/strings/strcat.h" 24 #include "tensorflow/core/platform/env.h" 25 26 namespace tensorflow { 27 28 class TFRecordReader : public ReaderBase { 29 public: 30 TFRecordReader(const string& node_name, const string& compression_type, 31 Env* env) 32 : ReaderBase(strings::StrCat("TFRecordReader '", node_name, "'")), 33 env_(env), 34 offset_(0), 35 compression_type_(compression_type) {} 36 37 Status OnWorkStartedLocked() override { 38 offset_ = 0; 39 TF_RETURN_IF_ERROR(env_->NewRandomAccessFile(current_work(), &file_)); 40 41 io::RecordReaderOptions options = 42 io::RecordReaderOptions::CreateRecordReaderOptions(compression_type_); 43 reader_.reset(new io::RecordReader(file_.get(), options)); 44 return Status::OK(); 45 } 46 47 Status OnWorkFinishedLocked() override { 48 reader_.reset(nullptr); 49 file_.reset(nullptr); 50 return Status::OK(); 51 } 52 53 Status ReadLocked(string* key, string* value, bool* produced, 54 bool* at_end) override { 55 *key = strings::StrCat(current_work(), ":", offset_); 56 Status status = reader_->ReadRecord(&offset_, value); 57 if (errors::IsOutOfRange(status)) { 58 *at_end = true; 59 return Status::OK(); 60 } 61 if (!status.ok()) return status; 62 *produced = true; 63 return Status::OK(); 64 } 65 66 Status ResetLocked() override { 67 offset_ = 0; 68 reader_.reset(nullptr); 69 file_.reset(nullptr); 70 return ReaderBase::ResetLocked(); 71 } 72 73 // TODO(josh11b): Implement serializing and restoring the state. 74 75 private: 76 Env* const env_; 77 uint64 offset_; 78 std::unique_ptr<RandomAccessFile> file_; 79 std::unique_ptr<io::RecordReader> reader_; 80 string compression_type_ = ""; 81 }; 82 83 class TFRecordReaderOp : public ReaderOpKernel { 84 public: 85 explicit TFRecordReaderOp(OpKernelConstruction* context) 86 : ReaderOpKernel(context) { 87 Env* env = context->env(); 88 89 string compression_type; 90 OP_REQUIRES_OK(context, 91 context->GetAttr("compression_type", &compression_type)); 92 93 SetReaderFactory([this, compression_type, env]() { 94 return new TFRecordReader(name(), compression_type, env); 95 }); 96 } 97 }; 98 99 REGISTER_KERNEL_BUILDER(Name("TFRecordReader").Device(DEVICE_CPU), 100 TFRecordReaderOp); 101 REGISTER_KERNEL_BUILDER(Name("TFRecordReaderV2").Device(DEVICE_CPU), 102 TFRecordReaderOp); 103 104 } // namespace tensorflow 105
