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
Namespace
Google \ Cloud \ AIPlatform \ V1 \ ModelMonitoringObjectiveConfigMethods
__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.
| Returns | |
|---|---|
| Type | Description |
string | |
hasDataset
setDataset
The resource name of the Dataset used to train this Model.
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getGcsSource
The Google Cloud Storage uri of the unmanaged Dataset used to train this Model.
| 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.
| 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.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\BigQuerySource|null | |
hasBigquerySource
setBigquerySource
The BigQuery table of the unmanaged Dataset used to train this Model.
| 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.
| 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.
| 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.
| 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.
| 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.
| 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.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\SamplingStrategy
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getDataSource
| Returns | |
|---|---|
| Type | Description |
string | |