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public static final class TrainCustomModelRequest.GcsTrainingInput extends GeneratedMessageV3 implements TrainCustomModelRequest.GcsTrainingInputOrBuilder
Gcs training data input.
Protobuf type
google.cloud.discoveryengine.v1alpha.TrainCustomModelRequest.GcsTrainingInput
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > TrainCustomModelRequest.GcsTrainingInputStatic Fields
CORPUS_DATA_PATH_FIELD_NUMBER
public static final int CORPUS_DATA_PATH_FIELD_NUMBER
Field Value | |
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Type | Description |
int |
QUERY_DATA_PATH_FIELD_NUMBER
public static final int QUERY_DATA_PATH_FIELD_NUMBER
Field Value | |
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Type | Description |
int |
TEST_DATA_PATH_FIELD_NUMBER
public static final int TEST_DATA_PATH_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
TRAIN_DATA_PATH_FIELD_NUMBER
public static final int TRAIN_DATA_PATH_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
Static Methods
getDefaultInstance()
public static TrainCustomModelRequest.GcsTrainingInput getDefaultInstance()
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
newBuilder()
public static TrainCustomModelRequest.GcsTrainingInput.Builder newBuilder()
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput.Builder |
newBuilder(TrainCustomModelRequest.GcsTrainingInput prototype)
public static TrainCustomModelRequest.GcsTrainingInput.Builder newBuilder(TrainCustomModelRequest.GcsTrainingInput prototype)
Parameter | |
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Name | Description |
prototype | TrainCustomModelRequest.GcsTrainingInput |
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput.Builder |
parseDelimitedFrom(InputStream input)
public static TrainCustomModelRequest.GcsTrainingInput parseDelimitedFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput |
Exceptions | |
---|---|
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static TrainCustomModelRequest.GcsTrainingInput parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(byte[] data)
public static TrainCustomModelRequest.GcsTrainingInput parseFrom(byte[] data)
Parameter | |
---|---|
Name | Description |
data | byte[] |
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static TrainCustomModelRequest.GcsTrainingInput parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | byte[] |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static TrainCustomModelRequest.GcsTrainingInput parseFrom(ByteString data)
Parameter | |
---|---|
Name | Description |
data | ByteString |
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static TrainCustomModelRequest.GcsTrainingInput parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteString |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static TrainCustomModelRequest.GcsTrainingInput parseFrom(CodedInputStream input)
Parameter | |
---|---|
Name | Description |
input | CodedInputStream |
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static TrainCustomModelRequest.GcsTrainingInput parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input)
public static TrainCustomModelRequest.GcsTrainingInput parseFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static TrainCustomModelRequest.GcsTrainingInput parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static TrainCustomModelRequest.GcsTrainingInput parseFrom(ByteBuffer data)
Parameter | |
---|---|
Name | Description |
data | ByteBuffer |
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static TrainCustomModelRequest.GcsTrainingInput parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteBuffer |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<TrainCustomModelRequest.GcsTrainingInput> parser()
Returns | |
---|---|
Type | Description |
Parser<GcsTrainingInput> |
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter | |
---|---|
Name | Description |
obj | Object |
Returns | |
---|---|
Type | Description |
boolean |
getCorpusDataPath()
public String getCorpusDataPath()
The gcs corpus data which could be associated in train data. The data path format is gs://<bucket_to_data>/<jsonl_file_name>. A newline delimited jsonl/ndjson file.
- For search-tuning model, each line should have the _id, title and text. Example: {"_id": "doc1", title: "relevant doc", "text": "relevant text"}
string corpus_data_path = 1;
Returns | |
---|---|
Type | Description |
String | The corpusDataPath. |
getCorpusDataPathBytes()
public ByteString getCorpusDataPathBytes()
The gcs corpus data which could be associated in train data. The data path format is gs://<bucket_to_data>/<jsonl_file_name>. A newline delimited jsonl/ndjson file.
- For search-tuning model, each line should have the _id, title and text. Example: {"_id": "doc1", title: "relevant doc", "text": "relevant text"}
string corpus_data_path = 1;
Returns | |
---|---|
Type | Description |
ByteString | The bytes for corpusDataPath. |
getDefaultInstanceForType()
public TrainCustomModelRequest.GcsTrainingInput getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput |
getParserForType()
public Parser<TrainCustomModelRequest.GcsTrainingInput> getParserForType()
Returns | |
---|---|
Type | Description |
Parser<GcsTrainingInput> |
getQueryDataPath()
public String getQueryDataPath()
The gcs query data which could be associated in train data. The data path format is gs://<bucket_to_data>/<jsonl_file_name>. A newline delimited jsonl/ndjson file.
- For search-tuning model, each line should have the _id and text. Example: {"_id": "query1", "text": "example query"}
string query_data_path = 2;
Returns | |
---|---|
Type | Description |
String | The queryDataPath. |
getQueryDataPathBytes()
public ByteString getQueryDataPathBytes()
The gcs query data which could be associated in train data. The data path format is gs://<bucket_to_data>/<jsonl_file_name>. A newline delimited jsonl/ndjson file.
- For search-tuning model, each line should have the _id and text. Example: {"_id": "query1", "text": "example query"}
string query_data_path = 2;
Returns | |
---|---|
Type | Description |
ByteString | The bytes for queryDataPath. |
getSerializedSize()
public int getSerializedSize()
Returns | |
---|---|
Type | Description |
int |
getTestDataPath()
public String getTestDataPath()
Gcs test data. Same format as train_data_path. If not provided, a random 80/20 train/test split will be performed on train_data_path.
string test_data_path = 4;
Returns | |
---|---|
Type | Description |
String | The testDataPath. |
getTestDataPathBytes()
public ByteString getTestDataPathBytes()
Gcs test data. Same format as train_data_path. If not provided, a random 80/20 train/test split will be performed on train_data_path.
string test_data_path = 4;
Returns | |
---|---|
Type | Description |
ByteString | The bytes for testDataPath. |
getTrainDataPath()
public String getTrainDataPath()
Gcs training data path whose format should be gs://<bucket_to_data>/<tsv_file_name>. The file should be in tsv format. Each line should have the doc_id and query_id and score (number).
- For search-tuning model, it should have the query-id corpus-id score as tsv file header. The score should be a number in [0, inf+). The larger the number is, the more relevant the pair is. Example: query-id\tcorpus-id\tscore query1\tdoc1\t1
string train_data_path = 3;
Returns | |
---|---|
Type | Description |
String | The trainDataPath. |
getTrainDataPathBytes()
public ByteString getTrainDataPathBytes()
Gcs training data path whose format should be gs://<bucket_to_data>/<tsv_file_name>. The file should be in tsv format. Each line should have the doc_id and query_id and score (number).
- For search-tuning model, it should have the query-id corpus-id score as tsv file header. The score should be a number in [0, inf+). The larger the number is, the more relevant the pair is. Example: query-id\tcorpus-id\tscore query1\tdoc1\t1
string train_data_path = 3;
Returns | |
---|---|
Type | Description |
ByteString | The bytes for trainDataPath. |
hashCode()
public int hashCode()
Returns | |
---|---|
Type | Description |
int |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns | |
---|---|
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
newBuilderForType()
public TrainCustomModelRequest.GcsTrainingInput.Builder newBuilderForType()
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected TrainCustomModelRequest.GcsTrainingInput.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter | |
---|---|
Name | Description |
parent | BuilderParent |
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter | |
---|---|
Name | Description |
unused | UnusedPrivateParameter |
Returns | |
---|---|
Type | Description |
Object |
toBuilder()
public TrainCustomModelRequest.GcsTrainingInput.Builder toBuilder()
Returns | |
---|---|
Type | Description |
TrainCustomModelRequest.GcsTrainingInput.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter | |
---|---|
Name | Description |
output | CodedOutputStream |
Exceptions | |
---|---|
Type | Description |
IOException |