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Edge Feature Quantization [1/5]: Metadata Proto #749

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2 changes: 2 additions & 0 deletions proto/snapchat/research/gbml/preprocessed_metadata.proto
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Original file line number Diff line number Diff line change
Expand Up @@ -71,6 +71,8 @@ message PreprocessedMetadata{
optional uint32 feature_dim = 6;
// Contains categorical feature vocabularies
string transform_fn_assets_uri = 7;
// Optional quantized main-edge feature metadata.
FeatureQuantizationMetadata quantized_feature_metadata = 8;
}

// Houses metadata about edge TFTransform output from DataPreprocessor.
Expand Down
45 changes: 40 additions & 5 deletions ...on/src/main/scala/snapchat/research/gbml/preprocessed_metadata/PreprocessedMetadata.scala
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Original file line number Diff line number Diff line change
Expand Up @@ -1125,6 +1125,8 @@ object PreprocessedMetadata extends scalapb.GeneratedMessageCompanion[snapchat.r
* Feature dimension after preprocessing
* @param transformFnAssetsUri
* Contains categorical feature vocabularies
* @param quantizedFeatureMetadata
* Optional quantized main-edge feature metadata.
*/
@SerialVersionUID(0L)
final case class EdgeMetadataInfo(
Expand All @@ -1135,6 +1137,7 @@ object PreprocessedMetadata extends scalapb.GeneratedMessageCompanion[snapchat.r
enumeratedEdgeDataBqTable: _root_.scala.Predef.String = "",
featureDim: _root_.scala.Option[_root_.scala.Int] = _root_.scala.None,
transformFnAssetsUri: _root_.scala.Predef.String = "",
quantizedFeatureMetadata: _root_.scala.Option[snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.FeatureQuantizationMetadata] = _root_.scala.None,
unknownFields: _root_.scalapb.UnknownFieldSet = _root_.scalapb.UnknownFieldSet.empty
) extends scalapb.GeneratedMessage with scalapb.lenses.Updatable[EdgeMetadataInfo] {
@transient
Expand Down Expand Up @@ -1181,6 +1184,10 @@ object PreprocessedMetadata extends scalapb.GeneratedMessageCompanion[snapchat.r
__size += _root_.com.google.protobuf.CodedOutputStream.computeStringSize(7, __value)
}
};
if (quantizedFeatureMetadata.isDefined) {
val __value = quantizedFeatureMetadata.get
__size += 1 + _root_.com.google.protobuf.CodedOutputStream.computeUInt32SizeNoTag(__value.serializedSize) + __value.serializedSize
};
__size += unknownFields.serializedSize
__size
}
Expand Down Expand Up @@ -1230,6 +1237,12 @@ object PreprocessedMetadata extends scalapb.GeneratedMessageCompanion[snapchat.r
_output__.writeString(7, __v)
}
};
quantizedFeatureMetadata.foreach { __v =>
val __m = __v
_output__.writeTag(8, 2)
_output__.writeUInt32NoTag(__m.serializedSize)
__m.writeTo(_output__)
};
unknownFields.writeTo(_output__)
}
def clearFeatureKeys = copy(featureKeys = _root_.scala.Seq.empty)
Expand All @@ -1247,6 +1260,9 @@ object PreprocessedMetadata extends scalapb.GeneratedMessageCompanion[snapchat.r
def clearFeatureDim: EdgeMetadataInfo = copy(featureDim = _root_.scala.None)
def withFeatureDim(__v: _root_.scala.Int): EdgeMetadataInfo = copy(featureDim = Option(__v))
def withTransformFnAssetsUri(__v: _root_.scala.Predef.String): EdgeMetadataInfo = copy(transformFnAssetsUri = __v)
def getQuantizedFeatureMetadata: snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.FeatureQuantizationMetadata = quantizedFeatureMetadata.getOrElse(snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.FeatureQuantizationMetadata.defaultInstance)
def clearQuantizedFeatureMetadata: EdgeMetadataInfo = copy(quantizedFeatureMetadata = _root_.scala.None)
def withQuantizedFeatureMetadata(__v: snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.FeatureQuantizationMetadata): EdgeMetadataInfo = copy(quantizedFeatureMetadata = Option(__v))
def withUnknownFields(__v: _root_.scalapb.UnknownFieldSet) = copy(unknownFields = __v)
def discardUnknownFields = copy(unknownFields = _root_.scalapb.UnknownFieldSet.empty)
def getFieldByNumber(__fieldNumber: _root_.scala.Int): _root_.scala.Any = {
Expand All @@ -1270,6 +1286,7 @@ object PreprocessedMetadata extends scalapb.GeneratedMessageCompanion[snapchat.r
val __t = transformFnAssetsUri
if (__t != "") __t else null
}
case 8 => quantizedFeatureMetadata.orNull
}
}
def getField(__field: _root_.scalapb.descriptors.FieldDescriptor): _root_.scalapb.descriptors.PValue = {
Expand All @@ -1282,6 +1299,7 @@ object PreprocessedMetadata extends scalapb.GeneratedMessageCompanion[snapchat.r
case 5 => _root_.scalapb.descriptors.PString(enumeratedEdgeDataBqTable)
case 6 => featureDim.map(_root_.scalapb.descriptors.PInt(_)).getOrElse(_root_.scalapb.descriptors.PEmpty)
case 7 => _root_.scalapb.descriptors.PString(transformFnAssetsUri)
case 8 => quantizedFeatureMetadata.map(_.toPMessage).getOrElse(_root_.scalapb.descriptors.PEmpty)
}
}
def toProtoString: _root_.scala.Predef.String = _root_.scalapb.TextFormat.printToUnicodeString(this)
Expand All @@ -1299,6 +1317,7 @@ object PreprocessedMetadata extends scalapb.GeneratedMessageCompanion[snapchat.r
var __enumeratedEdgeDataBqTable: _root_.scala.Predef.String = ""
var __featureDim: _root_.scala.Option[_root_.scala.Int] = _root_.scala.None
var __transformFnAssetsUri: _root_.scala.Predef.String = ""
var __quantizedFeatureMetadata: _root_.scala.Option[snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.FeatureQuantizationMetadata] = _root_.scala.None
var `_unknownFields__`: _root_.scalapb.UnknownFieldSet.Builder = null
var _done__ = false
while (!_done__) {
Expand All @@ -1319,6 +1338,8 @@ object PreprocessedMetadata extends scalapb.GeneratedMessageCompanion[snapchat.r
__featureDim = Option(_input__.readUInt32())
case 58 =>
__transformFnAssetsUri = _input__.readStringRequireUtf8()
case 66 =>
__quantizedFeatureMetadata = Option(__quantizedFeatureMetadata.fold(_root_.scalapb.LiteParser.readMessage[snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.FeatureQuantizationMetadata](_input__))(_root_.scalapb.LiteParser.readMessage(_input__, _)))
case tag =>
if (_unknownFields__ == null) {
_unknownFields__ = new _root_.scalapb.UnknownFieldSet.Builder()
Expand All @@ -1334,6 +1355,7 @@ object PreprocessedMetadata extends scalapb.GeneratedMessageCompanion[snapchat.r
enumeratedEdgeDataBqTable = __enumeratedEdgeDataBqTable,
featureDim = __featureDim,
transformFnAssetsUri = __transformFnAssetsUri,
quantizedFeatureMetadata = __quantizedFeatureMetadata,
unknownFields = if (_unknownFields__ == null) _root_.scalapb.UnknownFieldSet.empty else _unknownFields__.result()
)
}
Expand All @@ -1347,13 +1369,20 @@ object PreprocessedMetadata extends scalapb.GeneratedMessageCompanion[snapchat.r
schemaUri = __fieldsMap.get(scalaDescriptor.findFieldByNumber(4).get).map(_.as[_root_.scala.Predef.String]).getOrElse(""),
enumeratedEdgeDataBqTable = __fieldsMap.get(scalaDescriptor.findFieldByNumber(5).get).map(_.as[_root_.scala.Predef.String]).getOrElse(""),
featureDim = __fieldsMap.get(scalaDescriptor.findFieldByNumber(6).get).flatMap(_.as[_root_.scala.Option[_root_.scala.Int]]),
transformFnAssetsUri = __fieldsMap.get(scalaDescriptor.findFieldByNumber(7).get).map(_.as[_root_.scala.Predef.String]).getOrElse("")
transformFnAssetsUri = __fieldsMap.get(scalaDescriptor.findFieldByNumber(7).get).map(_.as[_root_.scala.Predef.String]).getOrElse(""),
quantizedFeatureMetadata = __fieldsMap.get(scalaDescriptor.findFieldByNumber(8).get).flatMap(_.as[_root_.scala.Option[snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.FeatureQuantizationMetadata]])
)
case _ => throw new RuntimeException("Expected PMessage")
}
def javaDescriptor: _root_.com.google.protobuf.Descriptors.Descriptor = snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.javaDescriptor.getNestedTypes().get(4)
def scalaDescriptor: _root_.scalapb.descriptors.Descriptor = snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.scalaDescriptor.nestedMessages(4)
def messageCompanionForFieldNumber(__number: _root_.scala.Int): _root_.scalapb.GeneratedMessageCompanion[_] = throw new MatchError(__number)
def messageCompanionForFieldNumber(__number: _root_.scala.Int): _root_.scalapb.GeneratedMessageCompanion[_] = {
var __out: _root_.scalapb.GeneratedMessageCompanion[_] = null
(__number: @_root_.scala.unchecked) match {
case 8 => __out = snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.FeatureQuantizationMetadata
}
__out
}
lazy val nestedMessagesCompanions: Seq[_root_.scalapb.GeneratedMessageCompanion[_ <: _root_.scalapb.GeneratedMessage]] = Seq.empty
def enumCompanionForFieldNumber(__fieldNumber: _root_.scala.Int): _root_.scalapb.GeneratedEnumCompanion[_] = throw new MatchError(__fieldNumber)
lazy val defaultInstance = snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.EdgeMetadataInfo(
Expand All @@ -1363,7 +1392,8 @@ object PreprocessedMetadata extends scalapb.GeneratedMessageCompanion[snapchat.r
schemaUri = "",
enumeratedEdgeDataBqTable = "",
featureDim = _root_.scala.None,
transformFnAssetsUri = ""
transformFnAssetsUri = "",
quantizedFeatureMetadata = _root_.scala.None
)
implicit class EdgeMetadataInfoLens[UpperPB](_l: _root_.scalapb.lenses.Lens[UpperPB, snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.EdgeMetadataInfo]) extends _root_.scalapb.lenses.ObjectLens[UpperPB, snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.EdgeMetadataInfo](_l) {
def featureKeys: _root_.scalapb.lenses.Lens[UpperPB, _root_.scala.Seq[_root_.scala.Predef.String]] = field(_.featureKeys)((c_, f_) => c_.copy(featureKeys = f_))
Expand All @@ -1374,6 +1404,8 @@ object PreprocessedMetadata extends scalapb.GeneratedMessageCompanion[snapchat.r
def featureDim: _root_.scalapb.lenses.Lens[UpperPB, _root_.scala.Int] = field(_.getFeatureDim)((c_, f_) => c_.copy(featureDim = Option(f_)))
def optionalFeatureDim: _root_.scalapb.lenses.Lens[UpperPB, _root_.scala.Option[_root_.scala.Int]] = field(_.featureDim)((c_, f_) => c_.copy(featureDim = f_))
def transformFnAssetsUri: _root_.scalapb.lenses.Lens[UpperPB, _root_.scala.Predef.String] = field(_.transformFnAssetsUri)((c_, f_) => c_.copy(transformFnAssetsUri = f_))
def quantizedFeatureMetadata: _root_.scalapb.lenses.Lens[UpperPB, snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.FeatureQuantizationMetadata] = field(_.getQuantizedFeatureMetadata)((c_, f_) => c_.copy(quantizedFeatureMetadata = Option(f_)))
def optionalQuantizedFeatureMetadata: _root_.scalapb.lenses.Lens[UpperPB, _root_.scala.Option[snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.FeatureQuantizationMetadata]] = field(_.quantizedFeatureMetadata)((c_, f_) => c_.copy(quantizedFeatureMetadata = f_))
}
final val FEATURE_KEYS_FIELD_NUMBER = 1
final val LABEL_KEYS_FIELD_NUMBER = 2
Expand All @@ -1382,22 +1414,25 @@ object PreprocessedMetadata extends scalapb.GeneratedMessageCompanion[snapchat.r
final val ENUMERATED_EDGE_DATA_BQ_TABLE_FIELD_NUMBER = 5
final val FEATURE_DIM_FIELD_NUMBER = 6
final val TRANSFORM_FN_ASSETS_URI_FIELD_NUMBER = 7
final val QUANTIZED_FEATURE_METADATA_FIELD_NUMBER = 8
def of(
featureKeys: _root_.scala.Seq[_root_.scala.Predef.String],
labelKeys: _root_.scala.Seq[_root_.scala.Predef.String],
tfrecordUriPrefix: _root_.scala.Predef.String,
schemaUri: _root_.scala.Predef.String,
enumeratedEdgeDataBqTable: _root_.scala.Predef.String,
featureDim: _root_.scala.Option[_root_.scala.Int],
transformFnAssetsUri: _root_.scala.Predef.String
transformFnAssetsUri: _root_.scala.Predef.String,
quantizedFeatureMetadata: _root_.scala.Option[snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.FeatureQuantizationMetadata]
): _root_.snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.EdgeMetadataInfo = _root_.snapchat.research.gbml.preprocessed_metadata.PreprocessedMetadata.EdgeMetadataInfo(
featureKeys,
labelKeys,
tfrecordUriPrefix,
schemaUri,
enumeratedEdgeDataBqTable,
featureDim,
transformFnAssetsUri
transformFnAssetsUri,
quantizedFeatureMetadata
)
// @@protoc_insertion_point(GeneratedMessageCompanion[snapchat.research.gbml.PreprocessedMetadata.EdgeMetadataInfo])
}
Expand Down
34 changes: 18 additions & 16 deletions ...c/main/scala/snapchat/research/gbml/preprocessed_metadata/PreprocessedMetadataProto.scala
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -14,7 +14,7 @@ object PreprocessedMetadataProto extends _root_.scalapb.GeneratedFileObject {
private lazy val ProtoBytes: _root_.scala.Array[Byte] =
scalapb.Encoding.fromBase64(scala.collection.immutable.Seq(
"""CjJzbmFwY2hhdC9yZXNlYXJjaC9nYm1sL3ByZXByb2Nlc3NlZF9tZXRhZGF0YS5wcm90bxIWc25hcGNoYXQucmVzZWFyY2guZ
2JtbCL9GgoUUHJlcHJvY2Vzc2VkTWV0YWRhdGES5gEKLGNvbmRlbnNlZF9ub2RlX3R5cGVfdG9fcHJlcHJvY2Vzc2VkX21ldGFkY
2JtbCKlHAoUUHJlcHJvY2Vzc2VkTWV0YWRhdGES5gEKLGNvbmRlbnNlZF9ub2RlX3R5cGVfdG9fcHJlcHJvY2Vzc2VkX21ldGFkY
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Expand All @@ -41,26 +41,28 @@ object PreprocessedMetadataProto extends _root_.scalapb.GeneratedFileObject {
hR0cmFuc2Zvcm1GbkFzc2V0c1VyaVIUdHJhbnNmb3JtRm5Bc3NldHNVcmkSpQEKGnF1YW50aXplZF9mZWF0dXJlX21ldGFkYXRhG
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).mkString)
lazy val scalaDescriptor: _root_.scalapb.descriptors.FileDescriptor = {
val scalaProto = com.google.protobuf.descriptor.FileDescriptorProto.parseFrom(ProtoBytes)
Expand Down
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