package monolith.io.proto

Get desktop application:
View/edit binary Protocol Buffers messages

Used in: BytesLists, Feature, FilterValues

• repeated bytes value = 1

Used in: Feature

• repeated BytesList list = 1

• int64 channel_id = 1

• repeated FeatureData feature_datas = 2

Used in: DoubleLists, Feature

• repeated double value = 1

Used in: Feature

• repeated DoubleList list = 1

Example for both online and offline

Used in: ExampleBatchRowMajor

• repeated NamedFeature named_feature = 1

• repeated NamedRawFeature named_raw_feature = 2

• optional idl.matrix.proto.LineId line_id = 100

• repeated float label = 101

• float instance_weight = 102

• uint32 data_source_key = 103

column major examples

• repeated NamedFeatureList named_feature_list = 1

• repeated NamedRawFeatureList named_raw_feature_list = 2

• int32 batch_size = 3

• uint32 data_source_key = 100

• repeated NamedFeature shared_feature = 1

• repeated NamedRawFeature shared_raw_feature = 2

• repeated Example example = 3

Basic extracted features

Used in: FeatureMap, NamedFeature, NamedFeatureList, RawFeature

• oneof type

  • FidList fid_v1_list = 1

  • FidList fid_v2_list = 2

  • FloatList float_list = 3

  • DoubleList double_list = 4

  • Int64List int64_list = 5

  • BytesList bytes_list = 6

  • FidLists fid_v2_lists = 7

  • FloatLists float_lists = 8

  • DoubleLists double_lists = 9

  • Int64Lists int64_lists = 10

  • BytesLists bytes_lists = 11

  • int64 int64_value = 12

  • float float_value = 13

  • double double_value = 14

  • bytes bytes_value = 15

  • FidLists fid_v1_lists = 16

Used in: FeatureConfigs

• string table = 1

• PoolingType pooling_type = 2

• repeated int32 slice_dims = 3

• int32 max_sequence_length = 4

• map<string, FeatureConfig> feature_configs = 1

• map<string, OutConfig> out_configs = 2

Used in: ChannelCache

• int64 gid = 1

• repeated int64 fids = 2

• repeated NamedFeature feature_columns = 3

• int64 origin_cnt = 4

• int64 sample_cnt = 5

---------ColumnMajor definitions----------

Used in: NamedFeatureList, NamedRawFeatureList

• INDIVIDUAL = 0

  each example has its own value

• SHARED = 1

  all examples share the same value

Feature map for easy retrieval

• map<string, Feature> feature_map = 1

Used in: Feature, FidLists

• repeated fixed64 value = 1

Used in: Feature

• repeated FidList list = 1

• oneof type

  • FloatList float_list = 1

  • Int64List int64_list = 2

  • BytesList bytes_list = 3

Used in: Feature, FilterValues, FloatLists

• repeated float value = 1

Used in: Feature

• repeated FloatList list = 1

Used in: Feature, FilterValues, Int64Lists

• repeated int64 value = 1

Used in: Feature

• repeated Int64List list = 1

---------RowMajor definitions----------

Used in: Example, ExampleBatchRowMajor, FeatureData

• int32 id = 3

• string name = 1

• optional Feature feature = 2

• int32 sorted_id = 6

Used in: ExampleBatch

• int32 id = 4

• string name = 1

• repeated Feature feature = 2

• FeatureListType type = 3

Used in: Example, ExampleBatchRowMajor

• int32 id = 3

• string name = 1

• optional RawFeature raw_feature = 2

Used in: ExampleBatch

• int32 id = 4

• string name = 1

• repeated RawFeature raw_feature = 2

• FeatureListType type = 3

Used in: FeatureConfigs

• repeated SliceConfig slice_configs = 1

• OutType out_type = 2

• repeated TensorShape shape = 3

Used in: OutConfig

• CONCAT = 0

• STACK = 1

• ADDN = 2

• NONE = 3

Used in: FeatureConfig, SliceConfig

• SUM = 0

• MEAN = 1

• FIRSTN = 3

Raw features, or intermediate results during extraction

Used in: NamedRawFeature, NamedRawFeatureList

• repeated Feature feature = 1

Used in: OutConfig

• string feature_name = 1

• int32 start = 2

• int32 end = 3

• int32 feature_idx = 4

• int32 slice_idx = 5

• PoolingType pooling_type = 10

• int32 max_sequence_length = 11

Used in: OutConfig

• repeated int32 dims = 1