public final class ImportFeatureValuesRequest extends com.google.protobuf.GeneratedMessageV3 implements ImportFeatureValuesRequestOrBuilder
Request message for [FeaturestoreService.ImportFeatureValues][google.cloud.aiplatform.v1.FeaturestoreService.ImportFeatureValues].Protobuf type
google.cloud.aiplatform.v1.ImportFeatureValuesRequest| Modifier and Type | Class and Description |
|---|---|
static class |
ImportFeatureValuesRequest.Builder
Request message for
[FeaturestoreService.ImportFeatureValues][google.cloud.aiplatform.v1.FeaturestoreService.ImportFeatureValues].
|
static class |
ImportFeatureValuesRequest.FeatureSpec
Defines the Feature value(s) to import.
|
static interface |
ImportFeatureValuesRequest.FeatureSpecOrBuilder |
static class |
ImportFeatureValuesRequest.FeatureTimeSourceCase |
static class |
ImportFeatureValuesRequest.SourceCase |
com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter| Modifier and Type | Field and Description |
|---|---|
static int |
AVRO_SOURCE_FIELD_NUMBER |
static int |
BIGQUERY_SOURCE_FIELD_NUMBER |
static int |
CSV_SOURCE_FIELD_NUMBER |
static int |
DISABLE_INGESTION_ANALYSIS_FIELD_NUMBER |
static int |
DISABLE_ONLINE_SERVING_FIELD_NUMBER |
static int |
ENTITY_ID_FIELD_FIELD_NUMBER |
static int |
ENTITY_TYPE_FIELD_NUMBER |
static int |
FEATURE_SPECS_FIELD_NUMBER |
static int |
FEATURE_TIME_FIELD_FIELD_NUMBER |
static int |
FEATURE_TIME_FIELD_NUMBER |
static int |
WORKER_COUNT_FIELD_NUMBER |
| Modifier and Type | Method and Description |
|---|---|
boolean |
equals(Object obj) |
AvroSource |
getAvroSource()
.google.cloud.aiplatform.v1.AvroSource avro_source = 2; |
AvroSourceOrBuilder |
getAvroSourceOrBuilder()
.google.cloud.aiplatform.v1.AvroSource avro_source = 2; |
BigQuerySource |
getBigquerySource()
.google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3; |
BigQuerySourceOrBuilder |
getBigquerySourceOrBuilder()
.google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3; |
CsvSource |
getCsvSource()
.google.cloud.aiplatform.v1.CsvSource csv_source = 4; |
CsvSourceOrBuilder |
getCsvSourceOrBuilder()
.google.cloud.aiplatform.v1.CsvSource csv_source = 4; |
static ImportFeatureValuesRequest |
getDefaultInstance() |
ImportFeatureValuesRequest |
getDefaultInstanceForType() |
static com.google.protobuf.Descriptors.Descriptor |
getDescriptor() |
boolean |
getDisableIngestionAnalysis()
If true, API doesn't start ingestion analysis pipeline.
|
boolean |
getDisableOnlineServing()
If set, data will not be imported for online serving.
|
String |
getEntityIdField()
Source column that holds entity IDs.
|
com.google.protobuf.ByteString |
getEntityIdFieldBytes()
Source column that holds entity IDs.
|
String |
getEntityType()
Required.
|
com.google.protobuf.ByteString |
getEntityTypeBytes()
Required.
|
ImportFeatureValuesRequest.FeatureSpec |
getFeatureSpecs(int index)
Required.
|
int |
getFeatureSpecsCount()
Required.
|
List<ImportFeatureValuesRequest.FeatureSpec> |
getFeatureSpecsList()
Required.
|
ImportFeatureValuesRequest.FeatureSpecOrBuilder |
getFeatureSpecsOrBuilder(int index)
Required.
|
List<? extends ImportFeatureValuesRequest.FeatureSpecOrBuilder> |
getFeatureSpecsOrBuilderList()
Required.
|
com.google.protobuf.Timestamp |
getFeatureTime()
Single Feature timestamp for all entities being imported.
|
String |
getFeatureTimeField()
Source column that holds the Feature timestamp for all Feature
values in each entity.
|
com.google.protobuf.ByteString |
getFeatureTimeFieldBytes()
Source column that holds the Feature timestamp for all Feature
values in each entity.
|
com.google.protobuf.TimestampOrBuilder |
getFeatureTimeOrBuilder()
Single Feature timestamp for all entities being imported.
|
ImportFeatureValuesRequest.FeatureTimeSourceCase |
getFeatureTimeSourceCase() |
com.google.protobuf.Parser<ImportFeatureValuesRequest> |
getParserForType() |
int |
getSerializedSize() |
ImportFeatureValuesRequest.SourceCase |
getSourceCase() |
int |
getWorkerCount()
Specifies the number of workers that are used to write data to the
Featurestore.
|
boolean |
hasAvroSource()
.google.cloud.aiplatform.v1.AvroSource avro_source = 2; |
boolean |
hasBigquerySource()
.google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3; |
boolean |
hasCsvSource()
.google.cloud.aiplatform.v1.CsvSource csv_source = 4; |
boolean |
hasFeatureTime()
Single Feature timestamp for all entities being imported.
|
boolean |
hasFeatureTimeField()
Source column that holds the Feature timestamp for all Feature
values in each entity.
|
int |
hashCode() |
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable |
internalGetFieldAccessorTable() |
boolean |
isInitialized() |
static ImportFeatureValuesRequest.Builder |
newBuilder() |
static ImportFeatureValuesRequest.Builder |
newBuilder(ImportFeatureValuesRequest prototype) |
ImportFeatureValuesRequest.Builder |
newBuilderForType() |
protected ImportFeatureValuesRequest.Builder |
newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent) |
protected Object |
newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused) |
static ImportFeatureValuesRequest |
parseDelimitedFrom(InputStream input) |
static ImportFeatureValuesRequest |
parseDelimitedFrom(InputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static ImportFeatureValuesRequest |
parseFrom(byte[] data) |
static ImportFeatureValuesRequest |
parseFrom(byte[] data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static ImportFeatureValuesRequest |
parseFrom(ByteBuffer data) |
static ImportFeatureValuesRequest |
parseFrom(ByteBuffer data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static ImportFeatureValuesRequest |
parseFrom(com.google.protobuf.ByteString data) |
static ImportFeatureValuesRequest |
parseFrom(com.google.protobuf.ByteString data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static ImportFeatureValuesRequest |
parseFrom(com.google.protobuf.CodedInputStream input) |
static ImportFeatureValuesRequest |
parseFrom(com.google.protobuf.CodedInputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static ImportFeatureValuesRequest |
parseFrom(InputStream input) |
static ImportFeatureValuesRequest |
parseFrom(InputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static com.google.protobuf.Parser<ImportFeatureValuesRequest> |
parser() |
ImportFeatureValuesRequest.Builder |
toBuilder() |
void |
writeTo(com.google.protobuf.CodedOutputStream output) |
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, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTagfindInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toStringaddAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeToclone, finalize, getClass, notify, notifyAll, wait, wait, waitpublic static final int AVRO_SOURCE_FIELD_NUMBER
public static final int BIGQUERY_SOURCE_FIELD_NUMBER
public static final int CSV_SOURCE_FIELD_NUMBER
public static final int FEATURE_TIME_FIELD_FIELD_NUMBER
public static final int FEATURE_TIME_FIELD_NUMBER
public static final int ENTITY_TYPE_FIELD_NUMBER
public static final int ENTITY_ID_FIELD_FIELD_NUMBER
public static final int FEATURE_SPECS_FIELD_NUMBER
public static final int DISABLE_ONLINE_SERVING_FIELD_NUMBER
public static final int WORKER_COUNT_FIELD_NUMBER
public static final int DISABLE_INGESTION_ANALYSIS_FIELD_NUMBER
protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
newInstance in class com.google.protobuf.GeneratedMessageV3public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3public ImportFeatureValuesRequest.SourceCase getSourceCase()
getSourceCase in interface ImportFeatureValuesRequestOrBuilderpublic ImportFeatureValuesRequest.FeatureTimeSourceCase getFeatureTimeSourceCase()
getFeatureTimeSourceCase in interface ImportFeatureValuesRequestOrBuilderpublic boolean hasAvroSource()
.google.cloud.aiplatform.v1.AvroSource avro_source = 2;hasAvroSource in interface ImportFeatureValuesRequestOrBuilderpublic AvroSource getAvroSource()
.google.cloud.aiplatform.v1.AvroSource avro_source = 2;getAvroSource in interface ImportFeatureValuesRequestOrBuilderpublic AvroSourceOrBuilder getAvroSourceOrBuilder()
.google.cloud.aiplatform.v1.AvroSource avro_source = 2;getAvroSourceOrBuilder in interface ImportFeatureValuesRequestOrBuilderpublic boolean hasBigquerySource()
.google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3;hasBigquerySource in interface ImportFeatureValuesRequestOrBuilderpublic BigQuerySource getBigquerySource()
.google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3;getBigquerySource in interface ImportFeatureValuesRequestOrBuilderpublic BigQuerySourceOrBuilder getBigquerySourceOrBuilder()
.google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3;getBigquerySourceOrBuilder in interface ImportFeatureValuesRequestOrBuilderpublic boolean hasCsvSource()
.google.cloud.aiplatform.v1.CsvSource csv_source = 4;hasCsvSource in interface ImportFeatureValuesRequestOrBuilderpublic CsvSource getCsvSource()
.google.cloud.aiplatform.v1.CsvSource csv_source = 4;getCsvSource in interface ImportFeatureValuesRequestOrBuilderpublic CsvSourceOrBuilder getCsvSourceOrBuilder()
.google.cloud.aiplatform.v1.CsvSource csv_source = 4;getCsvSourceOrBuilder in interface ImportFeatureValuesRequestOrBuilderpublic boolean hasFeatureTimeField()
Source column that holds the Feature timestamp for all Feature values in each entity.
string feature_time_field = 6;hasFeatureTimeField in interface ImportFeatureValuesRequestOrBuilderpublic String getFeatureTimeField()
Source column that holds the Feature timestamp for all Feature values in each entity.
string feature_time_field = 6;getFeatureTimeField in interface ImportFeatureValuesRequestOrBuilderpublic com.google.protobuf.ByteString getFeatureTimeFieldBytes()
Source column that holds the Feature timestamp for all Feature values in each entity.
string feature_time_field = 6;getFeatureTimeFieldBytes in interface ImportFeatureValuesRequestOrBuilderpublic boolean hasFeatureTime()
Single Feature timestamp for all entities being imported. The timestamp must not have higher than millisecond precision.
.google.protobuf.Timestamp feature_time = 7;hasFeatureTime in interface ImportFeatureValuesRequestOrBuilderpublic com.google.protobuf.Timestamp getFeatureTime()
Single Feature timestamp for all entities being imported. The timestamp must not have higher than millisecond precision.
.google.protobuf.Timestamp feature_time = 7;getFeatureTime in interface ImportFeatureValuesRequestOrBuilderpublic com.google.protobuf.TimestampOrBuilder getFeatureTimeOrBuilder()
Single Feature timestamp for all entities being imported. The timestamp must not have higher than millisecond precision.
.google.protobuf.Timestamp feature_time = 7;getFeatureTimeOrBuilder in interface ImportFeatureValuesRequestOrBuilderpublic String getEntityType()
Required. The resource name of the EntityType grouping the Features for
which values are being imported. Format:
`projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}`
string entity_type = 1 [(.google.api.field_behavior) = REQUIRED, (.google.api.resource_reference) = { ... }
getEntityType in interface ImportFeatureValuesRequestOrBuilderpublic com.google.protobuf.ByteString getEntityTypeBytes()
Required. The resource name of the EntityType grouping the Features for
which values are being imported. Format:
`projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}`
string entity_type = 1 [(.google.api.field_behavior) = REQUIRED, (.google.api.resource_reference) = { ... }
getEntityTypeBytes in interface ImportFeatureValuesRequestOrBuilderpublic String getEntityIdField()
Source column that holds entity IDs. If not provided, entity IDs are extracted from the column named entity_id.
string entity_id_field = 5;getEntityIdField in interface ImportFeatureValuesRequestOrBuilderpublic com.google.protobuf.ByteString getEntityIdFieldBytes()
Source column that holds entity IDs. If not provided, entity IDs are extracted from the column named entity_id.
string entity_id_field = 5;getEntityIdFieldBytes in interface ImportFeatureValuesRequestOrBuilderpublic List<ImportFeatureValuesRequest.FeatureSpec> getFeatureSpecsList()
Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.
repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];
getFeatureSpecsList in interface ImportFeatureValuesRequestOrBuilderpublic List<? extends ImportFeatureValuesRequest.FeatureSpecOrBuilder> getFeatureSpecsOrBuilderList()
Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.
repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];
getFeatureSpecsOrBuilderList in interface ImportFeatureValuesRequestOrBuilderpublic int getFeatureSpecsCount()
Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.
repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];
getFeatureSpecsCount in interface ImportFeatureValuesRequestOrBuilderpublic ImportFeatureValuesRequest.FeatureSpec getFeatureSpecs(int index)
Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.
repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];
getFeatureSpecs in interface ImportFeatureValuesRequestOrBuilderpublic ImportFeatureValuesRequest.FeatureSpecOrBuilder getFeatureSpecsOrBuilder(int index)
Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.
repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];
getFeatureSpecsOrBuilder in interface ImportFeatureValuesRequestOrBuilderpublic boolean getDisableOnlineServing()
If set, data will not be imported for online serving. This is typically used for backfilling, where Feature generation timestamps are not in the timestamp range needed for online serving.
bool disable_online_serving = 9;getDisableOnlineServing in interface ImportFeatureValuesRequestOrBuilderpublic int getWorkerCount()
Specifies the number of workers that are used to write data to the Featurestore. Consider the online serving capacity that you require to achieve the desired import throughput without interfering with online serving. The value must be positive, and less than or equal to 100. If not set, defaults to using 1 worker. The low count ensures minimal impact on online serving performance.
int32 worker_count = 11;getWorkerCount in interface ImportFeatureValuesRequestOrBuilderpublic boolean getDisableIngestionAnalysis()
If true, API doesn't start ingestion analysis pipeline.
bool disable_ingestion_analysis = 12;getDisableIngestionAnalysis in interface ImportFeatureValuesRequestOrBuilderpublic final boolean isInitialized()
isInitialized in interface com.google.protobuf.MessageLiteOrBuilderisInitialized in class com.google.protobuf.GeneratedMessageV3public void writeTo(com.google.protobuf.CodedOutputStream output)
throws IOException
writeTo in interface com.google.protobuf.MessageLitewriteTo in class com.google.protobuf.GeneratedMessageV3IOExceptionpublic int getSerializedSize()
getSerializedSize in interface com.google.protobuf.MessageLitegetSerializedSize in class com.google.protobuf.GeneratedMessageV3public boolean equals(Object obj)
equals in interface com.google.protobuf.Messageequals in class com.google.protobuf.AbstractMessagepublic int hashCode()
hashCode in interface com.google.protobuf.MessagehashCode in class com.google.protobuf.AbstractMessagepublic static ImportFeatureValuesRequest parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ImportFeatureValuesRequest parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ImportFeatureValuesRequest parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ImportFeatureValuesRequest parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ImportFeatureValuesRequest parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ImportFeatureValuesRequest parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ImportFeatureValuesRequest parseFrom(InputStream input) throws IOException
IOExceptionpublic static ImportFeatureValuesRequest parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic static ImportFeatureValuesRequest parseDelimitedFrom(InputStream input) throws IOException
IOExceptionpublic static ImportFeatureValuesRequest parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic static ImportFeatureValuesRequest parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
IOExceptionpublic static ImportFeatureValuesRequest parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic ImportFeatureValuesRequest.Builder newBuilderForType()
newBuilderForType in interface com.google.protobuf.MessagenewBuilderForType in interface com.google.protobuf.MessageLitepublic static ImportFeatureValuesRequest.Builder newBuilder()
public static ImportFeatureValuesRequest.Builder newBuilder(ImportFeatureValuesRequest prototype)
public ImportFeatureValuesRequest.Builder toBuilder()
toBuilder in interface com.google.protobuf.MessagetoBuilder in interface com.google.protobuf.MessageLiteprotected ImportFeatureValuesRequest.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
newBuilderForType in class com.google.protobuf.GeneratedMessageV3public static ImportFeatureValuesRequest getDefaultInstance()
public static com.google.protobuf.Parser<ImportFeatureValuesRequest> parser()
public com.google.protobuf.Parser<ImportFeatureValuesRequest> getParserForType()
getParserForType in interface com.google.protobuf.MessagegetParserForType in interface com.google.protobuf.MessageLitegetParserForType in class com.google.protobuf.GeneratedMessageV3public ImportFeatureValuesRequest getDefaultInstanceForType()
getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuildergetDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilderCopyright © 2023 Google LLC. All rights reserved.