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 #include "tensorflow/core/util/events_writer.h"
17
18 #include <stddef.h> // for NULL
19
20 #include "tensorflow/core/lib/core/errors.h"
21 #include "tensorflow/core/lib/core/status.h"
22 #include "tensorflow/core/lib/io/path.h"
23 #include "tensorflow/core/lib/strings/strcat.h"
24 #include "tensorflow/core/lib/strings/stringprintf.h"
25 #include "tensorflow/core/platform/env.h"
26 #include "tensorflow/core/platform/host_info.h"
27 #include "tensorflow/core/platform/logging.h"
28 #include "tensorflow/core/platform/types.h"
29 #include "tensorflow/core/util/event.pb.h"
30
31 namespace tensorflow {
32
EventsWriter(const string & file_prefix)33 EventsWriter::EventsWriter(const string& file_prefix)
34 // TODO(jeff,sanjay): Pass in env and use that here instead of Env::Default
35 : env_(Env::Default()),
36 file_prefix_(file_prefix),
37 num_outstanding_events_(0) {}
38
~EventsWriter()39 EventsWriter::~EventsWriter() {
40 Close().IgnoreError(); // Autoclose in destructor.
41 }
42
Init()43 Status EventsWriter::Init() { return InitWithSuffix(""); }
44
InitWithSuffix(const string & suffix)45 Status EventsWriter::InitWithSuffix(const string& suffix) {
46 file_suffix_ = suffix;
47 return InitIfNeeded();
48 }
49
InitIfNeeded()50 Status EventsWriter::InitIfNeeded() {
51 if (recordio_writer_ != nullptr) {
52 CHECK(!filename_.empty());
53 if (!FileStillExists().ok()) {
54 // Warn user of data loss and let .reset() below do basic cleanup.
55 if (num_outstanding_events_ > 0) {
56 LOG(WARNING) << "Re-initialization, attempting to open a new file, "
57 << num_outstanding_events_ << " events will be lost.";
58 }
59 } else {
60 // No-op: File is present and writer is initialized.
61 return Status::OK();
62 }
63 }
64
65 int64 time_in_seconds = env_->NowMicros() / 1000000;
66
67 filename_ =
68 strings::Printf("%s.out.tfevents.%010lld.%s%s", file_prefix_.c_str(),
69 static_cast<long long>(time_in_seconds),
70 port::Hostname().c_str(), file_suffix_.c_str());
71
72 // Reset recordio_writer (which has a reference to recordio_file_) so final
73 // Flush() and Close() call have access to recordio_file_.
74 recordio_writer_.reset();
75
76 TF_RETURN_WITH_CONTEXT_IF_ERROR(
77 env_->NewWritableFile(filename_, &recordio_file_),
78 "Creating writable file ", filename_);
79 recordio_writer_.reset(new io::RecordWriter(recordio_file_.get()));
80 if (recordio_writer_ == nullptr) {
81 return errors::Unknown("Could not create record writer");
82 }
83 num_outstanding_events_ = 0;
84 VLOG(1) << "Successfully opened events file: " << filename_;
85 {
86 // Write the first event with the current version, and flush
87 // right away so the file contents will be easily determined.
88
89 Event event;
90 event.set_wall_time(time_in_seconds);
91 event.set_file_version(strings::StrCat(kVersionPrefix, kCurrentVersion));
92 WriteEvent(event);
93 TF_RETURN_WITH_CONTEXT_IF_ERROR(Flush(), "Flushing first event.");
94 }
95 return Status::OK();
96 }
97
FileName()98 string EventsWriter::FileName() {
99 if (filename_.empty()) {
100 InitIfNeeded().IgnoreError();
101 }
102 return filename_;
103 }
104
WriteSerializedEvent(StringPiece event_str)105 void EventsWriter::WriteSerializedEvent(StringPiece event_str) {
106 if (recordio_writer_ == nullptr) {
107 if (!InitIfNeeded().ok()) {
108 LOG(ERROR) << "Write failed because file could not be opened.";
109 return;
110 }
111 }
112 num_outstanding_events_++;
113 recordio_writer_->WriteRecord(event_str).IgnoreError();
114 }
115
116 // NOTE(touts); This is NOT the function called by the Python code.
117 // Python calls WriteSerializedEvent(), see events_writer.i.
WriteEvent(const Event & event)118 void EventsWriter::WriteEvent(const Event& event) {
119 string record;
120 event.AppendToString(&record);
121 WriteSerializedEvent(record);
122 }
123
Flush()124 Status EventsWriter::Flush() {
125 if (num_outstanding_events_ == 0) return Status::OK();
126 CHECK(recordio_file_ != nullptr) << "Unexpected NULL file";
127
128 TF_RETURN_WITH_CONTEXT_IF_ERROR(recordio_writer_->Flush(), "Failed to flush ",
129 num_outstanding_events_, " events to ",
130 filename_);
131 TF_RETURN_WITH_CONTEXT_IF_ERROR(recordio_file_->Sync(), "Failed to sync ",
132 num_outstanding_events_, " events to ",
133 filename_);
134 VLOG(1) << "Wrote " << num_outstanding_events_ << " events to disk.";
135 num_outstanding_events_ = 0;
136 return Status::OK();
137 }
138
Close()139 Status EventsWriter::Close() {
140 Status status = Flush();
141 if (recordio_file_ != nullptr) {
142 Status close_status = recordio_file_->Close();
143 if (!close_status.ok()) {
144 status = close_status;
145 }
146 recordio_writer_.reset(nullptr);
147 recordio_file_.reset(nullptr);
148 }
149 num_outstanding_events_ = 0;
150 return status;
151 }
152
FileStillExists()153 Status EventsWriter::FileStillExists() {
154 if (env_->FileExists(filename_).ok()) {
155 return Status::OK();
156 }
157 // This can happen even with non-null recordio_writer_ if some other
158 // process has removed the file.
159 return errors::Unknown("The events file ", filename_, " has disappeared.");
160 }
161
162 } // namespace tensorflow
163