Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class TrainingDataset.
Training Dataset information.
Generated from protobuf message google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset
Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ dataset |
string
The resource name of the Dataset used to train this Model. |
↳ gcs_source |
Google\Cloud\AIPlatform\V1\GcsSource
The Google Cloud Storage uri of the unmanaged Dataset used to train this Model. |
↳ bigquery_source |
Google\Cloud\AIPlatform\V1\BigQuerySource
The BigQuery table of the unmanaged Dataset used to train this Model. |
↳ data_format |
string
Data format of the dataset, only applicable if the input is from Google Cloud Storage. The possible formats are: "tf-record" The source file is a TFRecord file. "csv" The source file is a CSV file. "jsonl" The source file is a JSONL file. |
↳ target_field |
string
The target field name the model is to predict. This field will be excluded when doing Predict and (or) Explain for the training data. |
↳ logging_sampling_strategy |
Google\Cloud\AIPlatform\V1\SamplingStrategy
Strategy to sample data from Training Dataset. If not set, we process the whole dataset. |
getDataset
The resource name of the Dataset used to train this Model.
Generated from protobuf field string dataset = 3 [(.google.api.resource_reference) = {
| Returns | |
|---|---|
| Type | Description |
string | |
hasDataset
setDataset
The resource name of the Dataset used to train this Model.
Generated from protobuf field string dataset = 3 [(.google.api.resource_reference) = {
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getGcsSource
The Google Cloud Storage uri of the unmanaged Dataset used to train this Model.
Generated from protobuf field .google.cloud.aiplatform.v1.GcsSource gcs_source = 4;
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\GcsSource|null | |
hasGcsSource
setGcsSource
The Google Cloud Storage uri of the unmanaged Dataset used to train this Model.
Generated from protobuf field .google.cloud.aiplatform.v1.GcsSource gcs_source = 4;
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\GcsSource
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getBigquerySource
The BigQuery table of the unmanaged Dataset used to train this Model.
Generated from protobuf field .google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 5;
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\BigQuerySource|null | |
hasBigquerySource
setBigquerySource
The BigQuery table of the unmanaged Dataset used to train this Model.
Generated from protobuf field .google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 5;
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\BigQuerySource
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getDataFormat
Data format of the dataset, only applicable if the input is from Google Cloud Storage.
The possible formats are: "tf-record" The source file is a TFRecord file. "csv" The source file is a CSV file. "jsonl" The source file is a JSONL file.
Generated from protobuf field string data_format = 2;
| Returns | |
|---|---|
| Type | Description |
string | |
setDataFormat
Data format of the dataset, only applicable if the input is from Google Cloud Storage.
The possible formats are: "tf-record" The source file is a TFRecord file. "csv" The source file is a CSV file. "jsonl" The source file is a JSONL file.
Generated from protobuf field string data_format = 2;
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getTargetField
The target field name the model is to predict.
This field will be excluded when doing Predict and (or) Explain for the training data.
Generated from protobuf field string target_field = 6;
| Returns | |
|---|---|
| Type | Description |
string | |
setTargetField
The target field name the model is to predict.
This field will be excluded when doing Predict and (or) Explain for the training data.
Generated from protobuf field string target_field = 6;
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getLoggingSamplingStrategy
Strategy to sample data from Training Dataset.
If not set, we process the whole dataset.
Generated from protobuf field .google.cloud.aiplatform.v1.SamplingStrategy logging_sampling_strategy = 7;
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\SamplingStrategy|null | |
hasLoggingSamplingStrategy
clearLoggingSamplingStrategy
setLoggingSamplingStrategy
Strategy to sample data from Training Dataset.
If not set, we process the whole dataset.
Generated from protobuf field .google.cloud.aiplatform.v1.SamplingStrategy logging_sampling_strategy = 7;
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\SamplingStrategy
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getDataSource
| Returns | |
|---|---|
| Type | Description |
string | |