Class AutoMlTablesInputs.Transformation
java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation
- All Implemented Interfaces:
AutoMlTablesInputs.TransformationOrBuilder,com.google.protobuf.Message,com.google.protobuf.MessageLite,com.google.protobuf.MessageLiteOrBuilder,com.google.protobuf.MessageOrBuilder,Serializable
- Enclosing class:
- AutoMlTablesInputs
public static final class AutoMlTablesInputs.Transformation
extends com.google.protobuf.GeneratedMessage
implements AutoMlTablesInputs.TransformationOrBuilder
Protobuf type
google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation- See Also:
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Nested Class Summary
Nested ClassesModifier and TypeClassDescriptionstatic final classTraining pipeline will infer the proper transformation based on the statistic of dataset.static interfacestatic final classProtobuf typegoogle.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformationstatic final classTreats the column as categorical array and performs following transformation functionsstatic interfacestatic final classTraining pipeline will perform following transformation functionsstatic interfacestatic final classTreats the column as numerical array and performs following transformation functionsstatic interfacestatic final classTraining pipeline will perform following transformation functionsstatic interfacestatic final classTreats the column as text array and performs following transformation functionsstatic interfacestatic final classTraining pipeline will perform following transformation functionsstatic interfacestatic final classTraining pipeline will perform following transformation functionsstatic interfacestatic enumNested classes/interfaces inherited from class com.google.protobuf.GeneratedMessage
com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT, BuilderT>>, com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.FieldAccessorTable, com.google.protobuf.GeneratedMessage.GeneratedExtension<ContainingT extends com.google.protobuf.Message, T extends Object>, com.google.protobuf.GeneratedMessage.UnusedPrivateParameter Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessage
com.google.protobuf.AbstractMessage.BuilderParentNested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessageLite.InternalOneOfEnum -
Field Summary
FieldsModifier and TypeFieldDescriptionstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intFields inherited from class com.google.protobuf.GeneratedMessage
alwaysUseFieldBuilders, loggedPre22TypeNames, unknownFieldsFields inherited from class com.google.protobuf.AbstractMessage
memoizedSizeFields inherited from class com.google.protobuf.AbstractMessageLite
memoizedHashCode -
Method Summary
Modifier and TypeMethodDescriptionbooleangetAuto().google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.AutoTransformation auto = 1;.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.AutoTransformation auto = 1;.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalTransformation categorical = 3;.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalTransformation categorical = 3;static final com.google.protobuf.Descriptors.Descriptor.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.NumericTransformation numeric = 2;.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.NumericTransformation numeric = 2;com.google.protobuf.Parser<AutoMlTablesInputs.Transformation>.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalArrayTransformation repeated_categorical = 7;.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalArrayTransformation repeated_categorical = 7;.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.NumericArrayTransformation repeated_numeric = 6;.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.NumericArrayTransformation repeated_numeric = 6;.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TextArrayTransformation repeated_text = 8;.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TextArrayTransformation repeated_text = 8;intgetText().google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TextTransformation text = 5;.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TextTransformation text = 5;.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TimestampTransformation timestamp = 4;.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TimestampTransformation timestamp = 4;booleanhasAuto().google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.AutoTransformation auto = 1;boolean.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalTransformation categorical = 3;inthashCode()boolean.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.NumericTransformation numeric = 2;boolean.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalArrayTransformation repeated_categorical = 7;boolean.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.NumericArrayTransformation repeated_numeric = 6;boolean.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TextArrayTransformation repeated_text = 8;booleanhasText().google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TextTransformation text = 5;boolean.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TimestampTransformation timestamp = 4;protected com.google.protobuf.GeneratedMessage.FieldAccessorTablefinal booleannewBuilder(AutoMlTablesInputs.Transformation prototype) newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent) parseDelimitedFrom(InputStream input) parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) parseFrom(byte[] data) parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) parseFrom(com.google.protobuf.ByteString data) parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) parseFrom(com.google.protobuf.CodedInputStream input) parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) parseFrom(InputStream input) parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) parseFrom(ByteBuffer data) parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static com.google.protobuf.Parser<AutoMlTablesInputs.Transformation>parser()voidwriteTo(com.google.protobuf.CodedOutputStream output) Methods inherited from class com.google.protobuf.GeneratedMessage
canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, newFileScopedGeneratedExtension, newInstance, newMessageScopedGeneratedExtension, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTagMethods inherited from class com.google.protobuf.AbstractMessage
findInitializationErrors, getInitializationErrorString, hashFields, toStringMethods inherited from class com.google.protobuf.AbstractMessageLite
addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeToMethods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, waitMethods inherited from interface com.google.protobuf.MessageLite
toByteArray, toByteString, writeDelimitedTo, writeToMethods inherited from interface com.google.protobuf.MessageOrBuilder
findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof
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Field Details
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AUTO_FIELD_NUMBER
public static final int AUTO_FIELD_NUMBER- See Also:
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NUMERIC_FIELD_NUMBER
public static final int NUMERIC_FIELD_NUMBER- See Also:
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CATEGORICAL_FIELD_NUMBER
public static final int CATEGORICAL_FIELD_NUMBER- See Also:
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TIMESTAMP_FIELD_NUMBER
public static final int TIMESTAMP_FIELD_NUMBER- See Also:
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TEXT_FIELD_NUMBER
public static final int TEXT_FIELD_NUMBER- See Also:
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REPEATED_NUMERIC_FIELD_NUMBER
public static final int REPEATED_NUMERIC_FIELD_NUMBER- See Also:
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REPEATED_CATEGORICAL_FIELD_NUMBER
public static final int REPEATED_CATEGORICAL_FIELD_NUMBER- See Also:
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REPEATED_TEXT_FIELD_NUMBER
public static final int REPEATED_TEXT_FIELD_NUMBER- See Also:
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Method Details
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getDescriptor
public static final com.google.protobuf.Descriptors.Descriptor getDescriptor() -
internalGetFieldAccessorTable
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()- Specified by:
internalGetFieldAccessorTablein classcom.google.protobuf.GeneratedMessage
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getTransformationDetailCase
- Specified by:
getTransformationDetailCasein interfaceAutoMlTablesInputs.TransformationOrBuilder
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hasAuto
public boolean hasAuto().google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.AutoTransformation auto = 1;- Specified by:
hasAutoin interfaceAutoMlTablesInputs.TransformationOrBuilder- Returns:
- Whether the auto field is set.
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getAuto
.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.AutoTransformation auto = 1;- Specified by:
getAutoin interfaceAutoMlTablesInputs.TransformationOrBuilder- Returns:
- The auto.
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getAutoOrBuilder
.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.AutoTransformation auto = 1;- Specified by:
getAutoOrBuilderin interfaceAutoMlTablesInputs.TransformationOrBuilder
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hasNumeric
public boolean hasNumeric().google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.NumericTransformation numeric = 2;- Specified by:
hasNumericin interfaceAutoMlTablesInputs.TransformationOrBuilder- Returns:
- Whether the numeric field is set.
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getNumeric
.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.NumericTransformation numeric = 2;- Specified by:
getNumericin interfaceAutoMlTablesInputs.TransformationOrBuilder- Returns:
- The numeric.
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getNumericOrBuilder
.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.NumericTransformation numeric = 2;- Specified by:
getNumericOrBuilderin interfaceAutoMlTablesInputs.TransformationOrBuilder
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hasCategorical
public boolean hasCategorical().google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalTransformation categorical = 3;- Specified by:
hasCategoricalin interfaceAutoMlTablesInputs.TransformationOrBuilder- Returns:
- Whether the categorical field is set.
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getCategorical
.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalTransformation categorical = 3;- Specified by:
getCategoricalin interfaceAutoMlTablesInputs.TransformationOrBuilder- Returns:
- The categorical.
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getCategoricalOrBuilder
public AutoMlTablesInputs.Transformation.CategoricalTransformationOrBuilder getCategoricalOrBuilder().google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalTransformation categorical = 3;- Specified by:
getCategoricalOrBuilderin interfaceAutoMlTablesInputs.TransformationOrBuilder
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hasTimestamp
public boolean hasTimestamp().google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TimestampTransformation timestamp = 4;- Specified by:
hasTimestampin interfaceAutoMlTablesInputs.TransformationOrBuilder- Returns:
- Whether the timestamp field is set.
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getTimestamp
.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TimestampTransformation timestamp = 4;- Specified by:
getTimestampin interfaceAutoMlTablesInputs.TransformationOrBuilder- Returns:
- The timestamp.
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getTimestampOrBuilder
.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TimestampTransformation timestamp = 4;- Specified by:
getTimestampOrBuilderin interfaceAutoMlTablesInputs.TransformationOrBuilder
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hasText
public boolean hasText().google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TextTransformation text = 5;- Specified by:
hasTextin interfaceAutoMlTablesInputs.TransformationOrBuilder- Returns:
- Whether the text field is set.
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getText
.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TextTransformation text = 5;- Specified by:
getTextin interfaceAutoMlTablesInputs.TransformationOrBuilder- Returns:
- The text.
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getTextOrBuilder
.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TextTransformation text = 5;- Specified by:
getTextOrBuilderin interfaceAutoMlTablesInputs.TransformationOrBuilder
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hasRepeatedNumeric
public boolean hasRepeatedNumeric().google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.NumericArrayTransformation repeated_numeric = 6;- Specified by:
hasRepeatedNumericin interfaceAutoMlTablesInputs.TransformationOrBuilder- Returns:
- Whether the repeatedNumeric field is set.
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getRepeatedNumeric
.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.NumericArrayTransformation repeated_numeric = 6;- Specified by:
getRepeatedNumericin interfaceAutoMlTablesInputs.TransformationOrBuilder- Returns:
- The repeatedNumeric.
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getRepeatedNumericOrBuilder
public AutoMlTablesInputs.Transformation.NumericArrayTransformationOrBuilder getRepeatedNumericOrBuilder().google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.NumericArrayTransformation repeated_numeric = 6;- Specified by:
getRepeatedNumericOrBuilderin interfaceAutoMlTablesInputs.TransformationOrBuilder
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hasRepeatedCategorical
public boolean hasRepeatedCategorical().google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalArrayTransformation repeated_categorical = 7;- Specified by:
hasRepeatedCategoricalin interfaceAutoMlTablesInputs.TransformationOrBuilder- Returns:
- Whether the repeatedCategorical field is set.
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getRepeatedCategorical
.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalArrayTransformation repeated_categorical = 7;- Specified by:
getRepeatedCategoricalin interfaceAutoMlTablesInputs.TransformationOrBuilder- Returns:
- The repeatedCategorical.
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getRepeatedCategoricalOrBuilder
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformationOrBuilder getRepeatedCategoricalOrBuilder().google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalArrayTransformation repeated_categorical = 7;- Specified by:
getRepeatedCategoricalOrBuilderin interfaceAutoMlTablesInputs.TransformationOrBuilder
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hasRepeatedText
public boolean hasRepeatedText().google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TextArrayTransformation repeated_text = 8;- Specified by:
hasRepeatedTextin interfaceAutoMlTablesInputs.TransformationOrBuilder- Returns:
- Whether the repeatedText field is set.
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getRepeatedText
.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TextArrayTransformation repeated_text = 8;- Specified by:
getRepeatedTextin interfaceAutoMlTablesInputs.TransformationOrBuilder- Returns:
- The repeatedText.
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getRepeatedTextOrBuilder
public AutoMlTablesInputs.Transformation.TextArrayTransformationOrBuilder getRepeatedTextOrBuilder().google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TextArrayTransformation repeated_text = 8;- Specified by:
getRepeatedTextOrBuilderin interfaceAutoMlTablesInputs.TransformationOrBuilder
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isInitialized
public final boolean isInitialized()- Specified by:
isInitializedin interfacecom.google.protobuf.MessageLiteOrBuilder- Overrides:
isInitializedin classcom.google.protobuf.GeneratedMessage
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writeTo
- Specified by:
writeToin interfacecom.google.protobuf.MessageLite- Overrides:
writeToin classcom.google.protobuf.GeneratedMessage- Throws:
IOException
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getSerializedSize
public int getSerializedSize()- Specified by:
getSerializedSizein interfacecom.google.protobuf.MessageLite- Overrides:
getSerializedSizein classcom.google.protobuf.GeneratedMessage
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equals
- Specified by:
equalsin interfacecom.google.protobuf.Message- Overrides:
equalsin classcom.google.protobuf.AbstractMessage
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hashCode
public int hashCode()- Specified by:
hashCodein interfacecom.google.protobuf.Message- Overrides:
hashCodein classcom.google.protobuf.AbstractMessage
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parseFrom
public static AutoMlTablesInputs.Transformation parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static AutoMlTablesInputs.Transformation parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static AutoMlTablesInputs.Transformation parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static AutoMlTablesInputs.Transformation parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static AutoMlTablesInputs.Transformation parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static AutoMlTablesInputs.Transformation parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
- Throws:
IOException
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parseFrom
public static AutoMlTablesInputs.Transformation parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException - Throws:
IOException
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parseDelimitedFrom
public static AutoMlTablesInputs.Transformation parseDelimitedFrom(InputStream input) throws IOException - Throws:
IOException
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parseDelimitedFrom
public static AutoMlTablesInputs.Transformation parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException - Throws:
IOException
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parseFrom
public static AutoMlTablesInputs.Transformation parseFrom(com.google.protobuf.CodedInputStream input) throws IOException - Throws:
IOException
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parseFrom
public static AutoMlTablesInputs.Transformation parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException - Throws:
IOException
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newBuilderForType
- Specified by:
newBuilderForTypein interfacecom.google.protobuf.Message- Specified by:
newBuilderForTypein interfacecom.google.protobuf.MessageLite
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newBuilder
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newBuilder
public static AutoMlTablesInputs.Transformation.Builder newBuilder(AutoMlTablesInputs.Transformation prototype) -
toBuilder
- Specified by:
toBuilderin interfacecom.google.protobuf.Message- Specified by:
toBuilderin interfacecom.google.protobuf.MessageLite
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newBuilderForType
protected AutoMlTablesInputs.Transformation.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent) - Overrides:
newBuilderForTypein classcom.google.protobuf.AbstractMessage
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getDefaultInstance
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parser
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getParserForType
- Specified by:
getParserForTypein interfacecom.google.protobuf.Message- Specified by:
getParserForTypein interfacecom.google.protobuf.MessageLite- Overrides:
getParserForTypein classcom.google.protobuf.GeneratedMessage
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getDefaultInstanceForType
- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageLiteOrBuilder- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageOrBuilder
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