[tf.data] Add metric to record file names read by tf.data Datasets.
PiperOrigin-RevId: 355887516 Change-Id: Ic32e6cc9cd07e0ec24f77401cb3d2c6908a0a2cd
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712dab5187
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tensorflow/core
@ -115,6 +115,10 @@ auto* tf_data_iterator_lifetime_counter = monitoring::Counter<0>::New(
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auto* tf_data_optimization_counter = monitoring::Counter<1>::New(
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"/tensorflow/data/optimization", "tf.data optimization", "name");
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auto* tf_data_filename_counter = monitoring::Counter<2>::New(
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"/tensorflow/data/filename", "The file name read by a tf.data Dataset.",
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"name", "filename");
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auto* parse_dense_feature_counter = monitoring::Counter<0>::New(
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"/tensorflow/data/dense_feature",
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"The number of dense features parsed by ops for parsing tf.Example.");
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@ -218,6 +222,10 @@ void RecordTFDataOptimization(const string& name, int64 num_changes) {
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tf_data_optimization_counter->GetCell(name)->IncrementBy(num_changes);
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}
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void RecordTFDataFilename(const string& name, const string& filename) {
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tf_data_filename_counter->GetCell(name, filename)->IncrementBy(1);
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}
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void RecordParseDenseFeature(int64 num_features) {
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static auto* parse_dense_feature_counter_cell =
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parse_dense_feature_counter->GetCell();
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@ -84,6 +84,11 @@ void RecordTFDataIteratorLifetime(uint64 duration_us);
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// The `name` argument identifies the optimization (e.g. "noop_elimination").
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void RecordTFDataOptimization(const string& name, int64 num_changes);
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// Records the file name read by a tf.data Dataset.
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//
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// The `name` argument identifies the Dataset type (e.g. "TFRecordDataset").
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void RecordTFDataFilename(const string& name, const string& filename);
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// Records parsing of dense tensor features.
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void RecordParseDenseFeature(int64 num_features);
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@ -471,6 +471,7 @@ void FixedLengthRecordDatasetOp::MakeDataset(OpKernelContext* ctx,
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filenames.reserve(filenames_tensor->NumElements());
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for (int i = 0; i < filenames_tensor->NumElements(); ++i) {
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filenames.push_back(filenames_tensor->flat<tstring>()(i));
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metrics::RecordTFDataFilename(kDatasetType, filenames[i]);
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}
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int64 header_bytes = -1;
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@ -275,6 +275,7 @@ void TextLineDatasetOp::MakeDataset(OpKernelContext* ctx,
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filenames.reserve(filenames_tensor->NumElements());
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for (int i = 0; i < filenames_tensor->NumElements(); ++i) {
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filenames.push_back(filenames_tensor->flat<tstring>()(i));
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metrics::RecordTFDataFilename(kDatasetType, filenames[i]);
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}
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*output = new Dataset(ctx, std::move(filenames), compression_type,
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@ -292,6 +292,7 @@ void TFRecordDatasetOp::MakeDataset(OpKernelContext* ctx,
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filenames.push_back(filenames_tensor->flat<tstring>()(i));
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is_gcs_fs &= absl::StartsWith(filenames[i], kGcsFsPrefix);
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is_s3_fs &= absl::StartsWith(filenames[i], kS3FsPrefix);
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metrics::RecordTFDataFilename(kDatasetType, filenames[i]);
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}
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tstring compression_type;
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