Class TableSpec (2.3.0)

public final class TableSpec extends GeneratedMessageV3 implements TableSpecOrBuilder

A specification of a relational table. The table's schema is represented via its child column specs. It is pre-populated as part of ImportData by schema inference algorithm, the version of which is a required parameter of ImportData InputConfig. Note: While working with a table, at times the schema may be inconsistent with the data in the table (e.g. string in a FLOAT64 column). The consistency validation is done upon creation of a model. Used by:

Tables

Protobuf type google.cloud.automl.v1beta1.TableSpec

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > TableSpec

Implements

TableSpecOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashBoolean(boolean)

AbstractMessage.hashCode()

AbstractMessage.hashEnum(Internal.EnumLite)

AbstractMessage.hashEnumList(List<? extends Internal.EnumLite>)

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.hashLong(long)

AbstractMessage.toString()

AbstractMessageLite.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<V>serializeBooleanMapTo(CodedOutputStream,MapField<Boolean,V>,MapEntry<Boolean,V>,int)

GeneratedMessageV3.<V>serializeIntegerMapTo(CodedOutputStream,MapField<Integer,V>,MapEntry<Integer,V>,int)

GeneratedMessageV3.<V>serializeLongMapTo(CodedOutputStream,MapField<Long,V>,MapEntry<Long,V>,int)

GeneratedMessageV3.<V>serializeStringMapTo(CodedOutputStream,MapField<String,V>,MapEntry<String,V>,int)

GeneratedMessageV3.canUseUnsafe()

GeneratedMessageV3.computeStringSize(int,Object)

GeneratedMessageV3.computeStringSizeNoTag(Object)

GeneratedMessageV3.emptyBooleanList()

GeneratedMessageV3.emptyDoubleList()

GeneratedMessageV3.emptyFloatList()

GeneratedMessageV3.emptyIntList()

GeneratedMessageV3.emptyLongList()

GeneratedMessageV3.getAllFields()

GeneratedMessageV3.getDescriptorForType()

GeneratedMessageV3.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.getParserForType()

GeneratedMessageV3.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.getSerializedSize()

GeneratedMessageV3.getUnknownFields()

GeneratedMessageV3.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.internalGetFieldAccessorTable()

GeneratedMessageV3.internalGetMapField(int)

GeneratedMessageV3.isInitialized()

GeneratedMessageV3.isStringEmpty(Object)

GeneratedMessageV3.makeExtensionsImmutable()

GeneratedMessageV3.mergeFromAndMakeImmutableInternal(CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.mutableCopy(Internal.BooleanList)

GeneratedMessageV3.mutableCopy(Internal.DoubleList)

GeneratedMessageV3.mutableCopy(Internal.FloatList)

GeneratedMessageV3.mutableCopy(Internal.IntList)

GeneratedMessageV3.mutableCopy(Internal.LongList)

GeneratedMessageV3.newBooleanList()

GeneratedMessageV3.newBuilderForType(AbstractMessage.BuilderParent)

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent)

GeneratedMessageV3.newDoubleList()

GeneratedMessageV3.newFloatList()

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter)

GeneratedMessageV3.newIntList()

GeneratedMessageV3.newLongList()

GeneratedMessageV3.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.parseUnknownFieldProto3(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.writeReplace()

GeneratedMessageV3.writeString(CodedOutputStream,int,Object)

GeneratedMessageV3.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessageV3.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields

COLUMN_COUNT_FIELD_NUMBER

public static final int COLUMN_COUNT_FIELD_NUMBER

Field Value

Type	Description
int

ETAG_FIELD_NUMBER

public static final int ETAG_FIELD_NUMBER

Field Value

Type	Description
int

INPUT_CONFIGS_FIELD_NUMBER

public static final int INPUT_CONFIGS_FIELD_NUMBER

Field Value

Type	Description
int

NAME_FIELD_NUMBER

public static final int NAME_FIELD_NUMBER

Field Value

Type	Description
int

ROW_COUNT_FIELD_NUMBER

public static final int ROW_COUNT_FIELD_NUMBER

Field Value

Type	Description
int

TIME_COLUMN_SPEC_ID_FIELD_NUMBER

public static final int TIME_COLUMN_SPEC_ID_FIELD_NUMBER

Field Value

Type	Description
int

VALID_ROW_COUNT_FIELD_NUMBER

public static final int VALID_ROW_COUNT_FIELD_NUMBER

Field Value

Type	Description
int

Static Methods

getDefaultInstance()

public static TableSpec getDefaultInstance()

Returns

Type	Description
TableSpec

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns

Type	Description
Descriptor

newBuilder()

public static TableSpec.Builder newBuilder()

Returns

Type	Description
TableSpec.Builder

newBuilder(TableSpec prototype)

public static TableSpec.Builder newBuilder(TableSpec prototype)

Parameter

Name	Description
prototype	`TableSpec`

Returns

Type	Description
TableSpec.Builder

parseDelimitedFrom(InputStream input)

public static TableSpec parseDelimitedFrom(InputStream input)

Parameter

Name	Description
input	`InputStream`

Returns

Type	Description
TableSpec

Exceptions

Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static TableSpec parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	`InputStream`
extensionRegistry	`ExtensionRegistryLite`

Returns

Type	Description
TableSpec

Exceptions

Type	Description
IOException

parseFrom(byte[] data)

public static TableSpec parseFrom(byte[] data)

Parameter

Name	Description
data	`byte[]`

Returns

Type	Description
TableSpec

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static TableSpec parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
data	`byte[]`
extensionRegistry	`ExtensionRegistryLite`

Returns

Type	Description
TableSpec

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static TableSpec parseFrom(ByteString data)

Parameter

Name	Description
data	`ByteString`

Returns

Type	Description
TableSpec

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static TableSpec parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
data	`ByteString`
extensionRegistry	`ExtensionRegistryLite`

Returns

Type	Description
TableSpec

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static TableSpec parseFrom(CodedInputStream input)

Parameter

Name	Description
input	`CodedInputStream`

Returns

Type	Description
TableSpec

Exceptions

Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static TableSpec parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	`CodedInputStream`
extensionRegistry	`ExtensionRegistryLite`

Returns

Type	Description
TableSpec

Exceptions

Type	Description
IOException

parseFrom(InputStream input)

public static TableSpec parseFrom(InputStream input)

Parameter

Name	Description
input	`InputStream`

Returns

Type	Description
TableSpec

Exceptions

Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static TableSpec parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	`InputStream`
extensionRegistry	`ExtensionRegistryLite`

Returns

Type	Description
TableSpec

Exceptions

Type	Description
IOException

parseFrom(ByteBuffer data)

public static TableSpec parseFrom(ByteBuffer data)

Parameter

Name	Description
data	`ByteBuffer`

Returns

Type	Description
TableSpec

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static TableSpec parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
data	`ByteBuffer`
extensionRegistry	`ExtensionRegistryLite`

Returns

Type	Description
TableSpec

Exceptions

Type	Description
InvalidProtocolBufferException

parser()

public static Parser<TableSpec> parser()

Returns

Type	Description
Parser<TableSpec>

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter

Name	Description
obj	`Object`

Returns

Type	Description
boolean

Overrides

AbstractMessage.equals(Object other)

getColumnCount()

public long getColumnCount()

Output only. The number of columns of the table. That is, the number of child ColumnSpec-s.

int64 column_count = 7;

Returns

Type	Description
long	The columnCount.

getDefaultInstanceForType()

public TableSpec getDefaultInstanceForType()

Returns

Type	Description
TableSpec

getEtag()

public String getEtag()

Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

string etag = 6;

Returns

Type	Description
String	The etag.

getEtagBytes()

public ByteString getEtagBytes()

Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

string etag = 6;

Returns

Type	Description
ByteString	The bytes for etag.

getInputConfigs(int index)

public InputConfig getInputConfigs(int index)

Output only. Input configs via which data currently residing in the table had been imported.

repeated .google.cloud.automl.v1beta1.InputConfig input_configs = 5;

Parameter

Name	Description
index	`int`

Returns

Type	Description
InputConfig

getInputConfigsCount()

public int getInputConfigsCount()

Output only. Input configs via which data currently residing in the table had been imported.

repeated .google.cloud.automl.v1beta1.InputConfig input_configs = 5;

Returns

Type	Description
int

getInputConfigsList()

public List<InputConfig> getInputConfigsList()

Output only. Input configs via which data currently residing in the table had been imported.

repeated .google.cloud.automl.v1beta1.InputConfig input_configs = 5;

Returns

Type	Description
List<InputConfig>

getInputConfigsOrBuilder(int index)

public InputConfigOrBuilder getInputConfigsOrBuilder(int index)

Output only. Input configs via which data currently residing in the table had been imported.

repeated .google.cloud.automl.v1beta1.InputConfig input_configs = 5;

Parameter

Name	Description
index	`int`

Returns

Type	Description
InputConfigOrBuilder

getInputConfigsOrBuilderList()

public List<? extends InputConfigOrBuilder> getInputConfigsOrBuilderList()

Output only. Input configs via which data currently residing in the table had been imported.

repeated .google.cloud.automl.v1beta1.InputConfig input_configs = 5;

Returns

Type	Description
List<? extends com.google.cloud.automl.v1beta1.InputConfigOrBuilder>

getName()

public String getName()

Output only. The resource name of the table spec. Form: projects/{project_id}/locations/{location_id}/datasets/{dataset_id}/tableSpecs/{table_spec_id}

string name = 1;

Returns

Type	Description
String	The name.

getNameBytes()

public ByteString getNameBytes()

Output only. The resource name of the table spec. Form: projects/{project_id}/locations/{location_id}/datasets/{dataset_id}/tableSpecs/{table_spec_id}

string name = 1;

Returns

Type	Description
ByteString	The bytes for name.

getParserForType()

public Parser<TableSpec> getParserForType()

Returns

Type	Description
Parser<TableSpec>

Overrides

GeneratedMessageV3.getParserForType()

getRowCount()

public long getRowCount()

Output only. The number of rows (i.e. examples) in the table.

int64 row_count = 3;

Returns

Type	Description
long	The rowCount.

getSerializedSize()

public int getSerializedSize()

Returns

Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

getTimeColumnSpecId()

public String getTimeColumnSpecId()

column_spec_id of the time column. Only used if the parent dataset's ml_use_column_spec_id is not set. Used to split rows into TRAIN, VALIDATE and TEST sets such that oldest rows go to TRAIN set, newest to TEST, and those in between to VALIDATE. Required type: TIMESTAMP. If both this column and ml_use_column are not set, then ML use of all rows will be assigned by AutoML. NOTE: Updates of this field will instantly affect any other users concurrently working with the dataset.

string time_column_spec_id = 2;

Returns

Type	Description
String	The timeColumnSpecId.

getTimeColumnSpecIdBytes()

public ByteString getTimeColumnSpecIdBytes()

string time_column_spec_id = 2;

Returns

Type	Description
ByteString	The bytes for timeColumnSpecId.

getUnknownFields()

public final UnknownFieldSet getUnknownFields()

Returns

Type	Description
UnknownFieldSet

Overrides

GeneratedMessageV3.getUnknownFields()

getValidRowCount()

public long getValidRowCount()

Output only. The number of valid rows (i.e. without values that don't match DataType-s of their columns).

int64 valid_row_count = 4;

Returns

Type	Description
long	The validRowCount.

hashCode()

public int hashCode()

Returns

Type	Description
int

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns

Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns

Type	Description
boolean

Overrides

GeneratedMessageV3.isInitialized()

newBuilderForType()

public TableSpec.Builder newBuilderForType()

Returns

Type	Description
TableSpec.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected TableSpec.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter

Name	Description
parent	`BuilderParent`

Returns

Type	Description
TableSpec.Builder

Overrides

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Parameter

Name	Description
unused	`UnusedPrivateParameter`

Returns

Type	Description
Object

Overrides

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

toBuilder()

public TableSpec.Builder toBuilder()

Returns

Type	Description
TableSpec.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter

Name	Description
output	`CodedOutputStream`

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions

Type	Description
IOException