federated/protos/feature.proto

// Copyright 2021 The Chromium OS Authors. All rights reserved.
// Use of this source code is governed by a BSD-style license that can be
// found in the LICENSE file.

// Mirror of tensorflow feature.proto.
// Protocol messages for describing features for machine learning model
// training or inference.

syntax = "proto3";

package tensorflow;

// Containers to hold repeated fundamental values.
message BytesList {
  repeated bytes value = 1;
}
message FloatList {
  repeated float value = 1 [packed = true];
}
message Int64List {
  repeated int64 value = 1 [packed = true];
}

// Containers for non-sequential data.
message Feature {
  // Each feature can be exactly one kind.
  oneof kind {
    BytesList bytes_list = 1;
    FloatList float_list = 2;
    Int64List int64_list = 3;
  }
}

message Features {
  // Map from feature name to feature.
  map<string, Feature> feature = 1;
}

// Containers for sequential data.
//
// A FeatureList contains lists of Features.  These may hold zero or more
// Feature values.
//
// FeatureLists are organized into categories by name.  The FeatureLists message
// contains the mapping from name to FeatureList.
//
message FeatureList {
  repeated Feature feature = 1;
}

message FeatureLists {
  // Map from feature name to feature list.
  map<string, FeatureList> feature_list = 1;
}