Google Cloud Ai Platform V1 Client - Class DatasetServiceClient (0.10.0)

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class DatasetServiceClient.

Service Description: The service that handles the CRUD of Vertex AI Dataset and its child resources.

This class provides the ability to make remote calls to the backing service through method calls that map to API methods. Sample code to get started:

$datasetServiceClient = new DatasetServiceClient();
try {
    $formattedParent = $datasetServiceClient->locationName('[PROJECT]', '[LOCATION]');
    $dataset = new Dataset();
    $operationResponse = $datasetServiceClient->createDataset($formattedParent, $dataset);
    $operationResponse->pollUntilComplete();
    if ($operationResponse->operationSucceeded()) {
        $result = $operationResponse->getResult();
    // doSomethingWith($result)
    } else {
        $error = $operationResponse->getError();
        // handleError($error)
    }
    // Alternatively:
    // start the operation, keep the operation name, and resume later
    $operationResponse = $datasetServiceClient->createDataset($formattedParent, $dataset);
    $operationName = $operationResponse->getName();
    // ... do other work
    $newOperationResponse = $datasetServiceClient->resumeOperation($operationName, 'createDataset');
    while (!$newOperationResponse->isDone()) {
        // ... do other work
        $newOperationResponse->reload();
    }
    if ($newOperationResponse->operationSucceeded()) {
        $result = $newOperationResponse->getResult();
    // doSomethingWith($result)
    } else {
        $error = $newOperationResponse->getError();
        // handleError($error)
    }
} finally {
    $datasetServiceClient->close();
}

Many parameters require resource names to be formatted in a particular way. To assist with these names, this class includes a format method for each type of name, and additionally a parseName method to extract the individual identifiers contained within formatted names that are returned by the API.

Methods

annotationSpecName

Formats a string containing the fully-qualified path to represent a annotation_spec resource.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`dataset`	`string`
`annotationSpec`	`string`

Returns
Type	Description
`string`	The formatted annotation_spec resource.

dataItemName

Formats a string containing the fully-qualified path to represent a data_item resource.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`dataset`	`string`
`dataItem`	`string`

Returns
Type	Description
`string`	The formatted data_item resource.

datasetName

Formats a string containing the fully-qualified path to represent a dataset resource.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`dataset`	`string`

Returns
Type	Description
`string`	The formatted dataset resource.

locationName

Formats a string containing the fully-qualified path to represent a location resource.

Parameters
Name	Description
`project`	`string`
`location`	`string`

Returns
Type	Description
`string`	The formatted location resource.

savedQueryName

Formats a string containing the fully-qualified path to represent a saved_query resource.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`dataset`	`string`
`savedQuery`	`string`

Returns
Type	Description
`string`	The formatted saved_query resource.

parseName

Parses a formatted name string and returns an associative array of the components in the name.

The following name formats are supported: Template: Pattern

annotationSpec: projects/{project}/locations/{location}/datasets/{dataset}/annotationSpecs/{annotation_spec}
dataItem: projects/{project}/locations/{location}/datasets/{dataset}/dataItems/{data_item}
dataset: projects/{project}/locations/{location}/datasets/{dataset}
location: projects/{project}/locations/{location}
savedQuery: projects/{project}/locations/{location}/datasets/{dataset}/savedQueries/{saved_query}

The optional $template argument can be supplied to specify a particular pattern, and must match one of the templates listed above. If no $template argument is provided, or if the $template argument does not match one of the templates listed, then parseName will check each of the supported templates, and return the first match.

Parameters
Name	Description
`formattedName`	`string` The formatted name string
`template`	`string` Optional name of template to match

Returns
Type	Description
`array`	An associative array from name component IDs to component values.

getOperationsClient

Return an OperationsClient object with the same endpoint as $this.

Returns
Type	Description
`Google\ApiCore\LongRunning\OperationsClient`

resumeOperation

Resume an existing long running operation that was previously started by a long running API method. If $methodName is not provided, or does not match a long running API method, then the operation can still be resumed, but the OperationResponse object will not deserialize the final response.

Parameters
Name	Description
`operationName`	`string` The name of the long running operation
`methodName`	`string` The name of the method used to start the operation

Returns
Type	Description
`Google\ApiCore\OperationResponse`

__construct

Constructor.

Parameters
Name	Description
`options`	`array` Optional. Options for configuring the service API wrapper.
`↳ apiEndpoint`	`string` The address of the API remote host. May optionally include the port, formatted as "
`↳ credentials`	`string\|array\|FetchAuthTokenInterface\|CredentialsWrapper` The credentials to be used by the client to authorize API calls. This option accepts either a path to a credentials file, or a decoded credentials file as a PHP array. Advanced usage: In addition, this option can also accept a pre-constructed {@see} object or {@see} object. Note that when one of these objects are provided, any settings in $credentialsConfig will be ignored.
`↳ credentialsConfig`	`array` Options used to configure credentials, including auth token caching, for the client. For a full list of supporting configuration options, see {@see} .
`↳ disableRetries`	`bool` Determines whether or not retries defined by the client configuration should be disabled. Defaults to `false`.
`↳ clientConfig`	`string\|array` Client method configuration, including retry settings. This option can be either a path to a JSON file, or a PHP array containing the decoded JSON data. By default this settings points to the default client config file, which is provided in the resources folder.
`↳ transport`	`string\|TransportInterface` The transport used for executing network requests. May be either the string `rest` or `grpc`. Defaults to `grpc` if gRPC support is detected on the system. Advanced usage: Additionally, it is possible to pass in an already instantiated {@see} object. Note that when this object is provided, any settings in $transportConfig, and any $apiEndpoint setting, will be ignored.
`↳ transportConfig`	`array` Configuration options that will be used to construct the transport. Options for each supported transport type should be passed in a key for that transport. For example: $transportConfig = [ 'grpc' => [...], 'rest' => [...], ]; See the {@see} and {@see} methods for the supported options.
`↳ clientCertSource`	`callable` A callable which returns the client cert as a string. This can be used to provide a certificate and private key to the transport layer for mTLS.

createDataset

Creates a Dataset.

Sample code:

$datasetServiceClient = new DatasetServiceClient();
try {
    $formattedParent = $datasetServiceClient->locationName('[PROJECT]', '[LOCATION]');
    $dataset = new Dataset();
    $operationResponse = $datasetServiceClient->createDataset($formattedParent, $dataset);
    $operationResponse->pollUntilComplete();
    if ($operationResponse->operationSucceeded()) {
        $result = $operationResponse->getResult();
    // doSomethingWith($result)
    } else {
        $error = $operationResponse->getError();
        // handleError($error)
    }
    // Alternatively:
    // start the operation, keep the operation name, and resume later
    $operationResponse = $datasetServiceClient->createDataset($formattedParent, $dataset);
    $operationName = $operationResponse->getName();
    // ... do other work
    $newOperationResponse = $datasetServiceClient->resumeOperation($operationName, 'createDataset');
    while (!$newOperationResponse->isDone()) {
        // ... do other work
        $newOperationResponse->reload();
    }
    if ($newOperationResponse->operationSucceeded()) {
        $result = $newOperationResponse->getResult();
    // doSomethingWith($result)
    } else {
        $error = $newOperationResponse->getError();
        // handleError($error)
    }
} finally {
    $datasetServiceClient->close();
}

Parameters
Name	Description
`parent`	`string` Required. The resource name of the Location to create the Dataset in. Format: `projects/{project}/locations/{location}`
`dataset`	`Google\Cloud\AIPlatform\V1\Dataset` Required. The Dataset to create.
`optionalArgs`	`array` Optional.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage.

Returns
Type	Description
`Google\ApiCore\OperationResponse`

deleteDataset

Deletes a Dataset.

Sample code:

$datasetServiceClient = new DatasetServiceClient();
try {
    $formattedName = $datasetServiceClient->datasetName('[PROJECT]', '[LOCATION]', '[DATASET]');
    $operationResponse = $datasetServiceClient->deleteDataset($formattedName);
    $operationResponse->pollUntilComplete();
    if ($operationResponse->operationSucceeded()) {
        // operation succeeded and returns no value
    } else {
        $error = $operationResponse->getError();
        // handleError($error)
    }
    // Alternatively:
    // start the operation, keep the operation name, and resume later
    $operationResponse = $datasetServiceClient->deleteDataset($formattedName);
    $operationName = $operationResponse->getName();
    // ... do other work
    $newOperationResponse = $datasetServiceClient->resumeOperation($operationName, 'deleteDataset');
    while (!$newOperationResponse->isDone()) {
        // ... do other work
        $newOperationResponse->reload();
    }
    if ($newOperationResponse->operationSucceeded()) {
        // operation succeeded and returns no value
    } else {
        $error = $newOperationResponse->getError();
        // handleError($error)
    }
} finally {
    $datasetServiceClient->close();
}

Parameters
Name	Description
`name`	`string` Required. The resource name of the Dataset to delete. Format: `projects/{project}/locations/{location}/datasets/{dataset}`
`optionalArgs`	`array` Optional.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage.

Returns
Type	Description
`Google\ApiCore\OperationResponse`

exportData

Exports data from a Dataset.

Sample code:

$datasetServiceClient = new DatasetServiceClient();
try {
    $formattedName = $datasetServiceClient->datasetName('[PROJECT]', '[LOCATION]', '[DATASET]');
    $exportConfig = new ExportDataConfig();
    $operationResponse = $datasetServiceClient->exportData($formattedName, $exportConfig);
    $operationResponse->pollUntilComplete();
    if ($operationResponse->operationSucceeded()) {
        $result = $operationResponse->getResult();
    // doSomethingWith($result)
    } else {
        $error = $operationResponse->getError();
        // handleError($error)
    }
    // Alternatively:
    // start the operation, keep the operation name, and resume later
    $operationResponse = $datasetServiceClient->exportData($formattedName, $exportConfig);
    $operationName = $operationResponse->getName();
    // ... do other work
    $newOperationResponse = $datasetServiceClient->resumeOperation($operationName, 'exportData');
    while (!$newOperationResponse->isDone()) {
        // ... do other work
        $newOperationResponse->reload();
    }
    if ($newOperationResponse->operationSucceeded()) {
        $result = $newOperationResponse->getResult();
    // doSomethingWith($result)
    } else {
        $error = $newOperationResponse->getError();
        // handleError($error)
    }
} finally {
    $datasetServiceClient->close();
}

Parameters
Name	Description
`name`	`string` Required. The name of the Dataset resource. Format: `projects/{project}/locations/{location}/datasets/{dataset}`
`exportConfig`	`Google\Cloud\AIPlatform\V1\ExportDataConfig` Required. The desired output location.
`optionalArgs`	`array` Optional.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage.

Returns
Type	Description
`Google\ApiCore\OperationResponse`

getAnnotationSpec

Gets an AnnotationSpec.

Sample code:

$datasetServiceClient = new DatasetServiceClient();
try {
    $formattedName = $datasetServiceClient->annotationSpecName('[PROJECT]', '[LOCATION]', '[DATASET]', '[ANNOTATION_SPEC]');
    $response = $datasetServiceClient->getAnnotationSpec($formattedName);
} finally {
    $datasetServiceClient->close();
}

Parameters
Name	Description
`name`	`string` Required. The name of the AnnotationSpec resource. Format: `projects/{project}/locations/{location}/datasets/{dataset}/annotationSpecs/{annotation_spec}`
`optionalArgs`	`array` Optional.
`↳ readMask`	`FieldMask` Mask specifying which fields to read.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage.

Returns
Type	Description
`Google\Cloud\AIPlatform\V1\AnnotationSpec`

getDataset

Gets a Dataset.

Sample code:

$datasetServiceClient = new DatasetServiceClient();
try {
    $formattedName = $datasetServiceClient->datasetName('[PROJECT]', '[LOCATION]', '[DATASET]');
    $response = $datasetServiceClient->getDataset($formattedName);
} finally {
    $datasetServiceClient->close();
}

Parameters
Name	Description
`name`	`string` Required. The name of the Dataset resource.
`optionalArgs`	`array` Optional.
`↳ readMask`	`FieldMask` Mask specifying which fields to read.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage.

Returns
Type	Description
`Google\Cloud\AIPlatform\V1\Dataset`

importData

Imports data into a Dataset.

Sample code:

$datasetServiceClient = new DatasetServiceClient();
try {
    $formattedName = $datasetServiceClient->datasetName('[PROJECT]', '[LOCATION]', '[DATASET]');
    $importConfigs = [];
    $operationResponse = $datasetServiceClient->importData($formattedName, $importConfigs);
    $operationResponse->pollUntilComplete();
    if ($operationResponse->operationSucceeded()) {
        $result = $operationResponse->getResult();
    // doSomethingWith($result)
    } else {
        $error = $operationResponse->getError();
        // handleError($error)
    }
    // Alternatively:
    // start the operation, keep the operation name, and resume later
    $operationResponse = $datasetServiceClient->importData($formattedName, $importConfigs);
    $operationName = $operationResponse->getName();
    // ... do other work
    $newOperationResponse = $datasetServiceClient->resumeOperation($operationName, 'importData');
    while (!$newOperationResponse->isDone()) {
        // ... do other work
        $newOperationResponse->reload();
    }
    if ($newOperationResponse->operationSucceeded()) {
        $result = $newOperationResponse->getResult();
    // doSomethingWith($result)
    } else {
        $error = $newOperationResponse->getError();
        // handleError($error)
    }
} finally {
    $datasetServiceClient->close();
}

Parameters
Name	Description
`name`	`string` Required. The name of the Dataset resource. Format: `projects/{project}/locations/{location}/datasets/{dataset}`
`importConfigs`	`array<Google\Cloud\AIPlatform\V1\ImportDataConfig>` Required. The desired input locations. The contents of all input locations will be imported in one batch.
`optionalArgs`	`array` Optional.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage.

Returns
Type	Description
`Google\ApiCore\OperationResponse`

listAnnotations

Lists Annotations belongs to a dataitem

Sample code:

$datasetServiceClient = new DatasetServiceClient();
try {
    $formattedParent = $datasetServiceClient->dataItemName('[PROJECT]', '[LOCATION]', '[DATASET]', '[DATA_ITEM]');
    // Iterate over pages of elements
    $pagedResponse = $datasetServiceClient->listAnnotations($formattedParent);
    foreach ($pagedResponse->iteratePages() as $page) {
        foreach ($page as $element) {
            // doSomethingWith($element);
        }
    }
    // Alternatively:
    // Iterate through all elements
    $pagedResponse = $datasetServiceClient->listAnnotations($formattedParent);
    foreach ($pagedResponse->iterateAllElements() as $element) {
        // doSomethingWith($element);
    }
} finally {
    $datasetServiceClient->close();
}

Parameters
Name	Description
`parent`	`string` Required. The resource name of the DataItem to list Annotations from. Format: `projects/{project}/locations/{location}/datasets/{dataset}/dataItems/{data_item}`
`optionalArgs`	`array` Optional.
`↳ filter`	`string` The standard list filter.
`↳ pageSize`	`int` The maximum number of resources contained in the underlying API response. The API may return fewer values in a page, even if there are additional values to be retrieved.
`↳ pageToken`	`string` A page token is used to specify a page of values to be returned. If no page token is specified (the default), the first page of values will be returned. Any page token used here must have been generated by a previous call to the API.
`↳ readMask`	`FieldMask` Mask specifying which fields to read.
`↳ orderBy`	`string` A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage.

Returns
Type	Description
`Google\ApiCore\PagedListResponse`

listDataItems

Lists DataItems in a Dataset.

Sample code:

$datasetServiceClient = new DatasetServiceClient();
try {
    $formattedParent = $datasetServiceClient->datasetName('[PROJECT]', '[LOCATION]', '[DATASET]');
    // Iterate over pages of elements
    $pagedResponse = $datasetServiceClient->listDataItems($formattedParent);
    foreach ($pagedResponse->iteratePages() as $page) {
        foreach ($page as $element) {
            // doSomethingWith($element);
        }
    }
    // Alternatively:
    // Iterate through all elements
    $pagedResponse = $datasetServiceClient->listDataItems($formattedParent);
    foreach ($pagedResponse->iterateAllElements() as $element) {
        // doSomethingWith($element);
    }
} finally {
    $datasetServiceClient->close();
}

Parameters
Name	Description
`parent`	`string` Required. The resource name of the Dataset to list DataItems from. Format: `projects/{project}/locations/{location}/datasets/{dataset}`
`optionalArgs`	`array` Optional.
`↳ filter`	`string` The standard list filter.
`↳ pageSize`	`int` The maximum number of resources contained in the underlying API response. The API may return fewer values in a page, even if there are additional values to be retrieved.
`↳ pageToken`	`string` A page token is used to specify a page of values to be returned. If no page token is specified (the default), the first page of values will be returned. Any page token used here must have been generated by a previous call to the API.
`↳ readMask`	`FieldMask` Mask specifying which fields to read.
`↳ orderBy`	`string` A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage.

Returns
Type	Description
`Google\ApiCore\PagedListResponse`

listDatasets

Lists Datasets in a Location.

Sample code:

$datasetServiceClient = new DatasetServiceClient();
try {
    $formattedParent = $datasetServiceClient->locationName('[PROJECT]', '[LOCATION]');
    // Iterate over pages of elements
    $pagedResponse = $datasetServiceClient->listDatasets($formattedParent);
    foreach ($pagedResponse->iteratePages() as $page) {
        foreach ($page as $element) {
            // doSomethingWith($element);
        }
    }
    // Alternatively:
    // Iterate through all elements
    $pagedResponse = $datasetServiceClient->listDatasets($formattedParent);
    foreach ($pagedResponse->iterateAllElements() as $element) {
        // doSomethingWith($element);
    }
} finally {
    $datasetServiceClient->close();
}

Parameters
Name	Description
`parent`	`string` Required. The name of the Dataset's parent resource. Format: `projects/{project}/locations/{location}`
`optionalArgs`	`array` Optional.
`↳ filter`	`string` An expression for filtering the results of the request. For field names both snake_case and camelCase are supported. * `display_name`: supports = and != * `metadata_schema_uri`: supports = and != * `labels` supports general map functions that is: * `labels.key=value` - key:value equality * `labels.key:* or labels:key - key existence * A key including a space must be quoted.`labels."a key"`. Some examples: `displayName="myDisplayName"``labels.myKey="myValue"`
`↳ pageSize`	`int` The maximum number of resources contained in the underlying API response. The API may return fewer values in a page, even if there are additional values to be retrieved.
`↳ pageToken`	`string` A page token is used to specify a page of values to be returned. If no page token is specified (the default), the first page of values will be returned. Any page token used here must have been generated by a previous call to the API.
`↳ readMask`	`FieldMask` Mask specifying which fields to read.
`↳ orderBy`	`string` A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending. Supported fields: * `display_name` * `create_time` * `update_time`
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage.

Returns
Type	Description
`Google\ApiCore\PagedListResponse`

listSavedQueries

Lists SavedQueries in a Dataset.

Sample code:

$datasetServiceClient = new DatasetServiceClient();
try {
    $formattedParent = $datasetServiceClient->datasetName('[PROJECT]', '[LOCATION]', '[DATASET]');
    // Iterate over pages of elements
    $pagedResponse = $datasetServiceClient->listSavedQueries($formattedParent);
    foreach ($pagedResponse->iteratePages() as $page) {
        foreach ($page as $element) {
            // doSomethingWith($element);
        }
    }
    // Alternatively:
    // Iterate through all elements
    $pagedResponse = $datasetServiceClient->listSavedQueries($formattedParent);
    foreach ($pagedResponse->iterateAllElements() as $element) {
        // doSomethingWith($element);
    }
} finally {
    $datasetServiceClient->close();
}

Parameters
Name	Description
`parent`	`string` Required. The resource name of the Dataset to list SavedQueries from. Format: `projects/{project}/locations/{location}/datasets/{dataset}`
`optionalArgs`	`array` Optional.
`↳ filter`	`string` The standard list filter.
`↳ pageSize`	`int` The maximum number of resources contained in the underlying API response. The API may return fewer values in a page, even if there are additional values to be retrieved.
`↳ pageToken`	`string` A page token is used to specify a page of values to be returned. If no page token is specified (the default), the first page of values will be returned. Any page token used here must have been generated by a previous call to the API.
`↳ readMask`	`FieldMask` Mask specifying which fields to read.
`↳ orderBy`	`string` A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage.

Returns
Type	Description
`Google\ApiCore\PagedListResponse`

searchDataItems

Searches DataItems in a Dataset.

Sample code:

$datasetServiceClient = new DatasetServiceClient();
try {
    $formattedDataset = $datasetServiceClient->datasetName('[PROJECT]', '[LOCATION]', '[DATASET]');
    // Iterate over pages of elements
    $pagedResponse = $datasetServiceClient->searchDataItems($formattedDataset);
    foreach ($pagedResponse->iteratePages() as $page) {
        foreach ($page as $element) {
            // doSomethingWith($element);
        }
    }
    // Alternatively:
    // Iterate through all elements
    $pagedResponse = $datasetServiceClient->searchDataItems($formattedDataset);
    foreach ($pagedResponse->iterateAllElements() as $element) {
        // doSomethingWith($element);
    }
} finally {
    $datasetServiceClient->close();
}

Parameters
Name	Description
`dataset`	`string` Required. The resource name of the Dataset from which to search DataItems. Format: `projects/{project}/locations/{location}/datasets/{dataset}`
`optionalArgs`	`array` Optional.
`↳ orderByDataItem`	`string` A comma-separated list of data item fields to order by, sorted in ascending order. Use "desc" after a field name for descending.
`↳ orderByAnnotation`	`OrderByAnnotation` Expression that allows ranking results based on annotation's property.
`↳ savedQuery`	`string` The resource name of a SavedQuery(annotation set in UI). Format: `projects/{project}/locations/{location}/datasets/{dataset}/savedQueries/{saved_query}` All of the search will be done in the context of this SavedQuery.
`↳ dataLabelingJob`	`string` The resource name of a DataLabelingJob. Format: `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}` If this field is set, all of the search will be done in the context of this DataLabelingJob.
`↳ dataItemFilter`	`string` An expression for filtering the DataItem that will be returned. * `data_item_id` - for = or !=. * `labeled` - for = or !=. * `has_annotation(ANNOTATION_SPEC_ID)` - true only for DataItem that have at least one annotation with annotation_spec_id = `ANNOTATION_SPEC_ID` in the context of SavedQuery or DataLabelingJob. For example: * `data_item=1` * `has_annotation(5)`
`↳ annotationsFilter`	`string` An expression for filtering the Annotations that will be returned per DataItem. * `annotation_spec_id` - for = or !=.
`↳ annotationFilters`	`string[]` An expression that specifies what Annotations will be returned per DataItem. Annotations satisfied either of the conditions will be returned. * `annotation_spec_id` - for = or !=. Must specify `saved_query_id=` - saved query id that annotations should belong to.
`↳ fieldMask`	`FieldMask` Mask specifying which fields of DataItemView to read.
`↳ annotationsLimit`	`int` If set, only up to this many of Annotations will be returned per DataItemView. The maximum value is 1000. If not set, the maximum value will be used.
`↳ pageSize`	`int` The maximum number of resources contained in the underlying API response. The API may return fewer values in a page, even if there are additional values to be retrieved.
`↳ orderBy`	`string` A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending.
`↳ pageToken`	`string` A page token is used to specify a page of values to be returned. If no page token is specified (the default), the first page of values will be returned. Any page token used here must have been generated by a previous call to the API.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage.

Returns
Type	Description
`Google\ApiCore\PagedListResponse`

updateDataset

Updates a Dataset.

Sample code:

$datasetServiceClient = new DatasetServiceClient();
try {
    $dataset = new Dataset();
    $updateMask = new FieldMask();
    $response = $datasetServiceClient->updateDataset($dataset, $updateMask);
} finally {
    $datasetServiceClient->close();
}

Parameters
Name	Description
`dataset`	`Google\Cloud\AIPlatform\V1\Dataset` Required. The Dataset which replaces the resource on the server.
`updateMask`	`Google\Protobuf\FieldMask` Required. The update mask applies to the resource. For the `FieldMask` definition, see google.protobuf.FieldMask. Updatable fields: * `display_name` * `description` * `labels`
`optionalArgs`	`array` Optional.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage.

Returns
Type	Description
`Google\Cloud\AIPlatform\V1\Dataset`

getLocation

Gets information about a location.

Sample code:

$datasetServiceClient = new DatasetServiceClient();
try {
    $response = $datasetServiceClient->getLocation();
} finally {
    $datasetServiceClient->close();
}

Parameters
Name	Description
`optionalArgs`	`array` Optional.
`↳ name`	`string` Resource name for the location.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage.

Returns
Type	Description
`Google\Cloud\Location\Location`

listLocations

Lists information about the supported locations for this service.

Sample code:

$datasetServiceClient = new DatasetServiceClient();
try {
    // Iterate over pages of elements
    $pagedResponse = $datasetServiceClient->listLocations();
    foreach ($pagedResponse->iteratePages() as $page) {
        foreach ($page as $element) {
            // doSomethingWith($element);
        }
    }
    // Alternatively:
    // Iterate through all elements
    $pagedResponse = $datasetServiceClient->listLocations();
    foreach ($pagedResponse->iterateAllElements() as $element) {
        // doSomethingWith($element);
    }
} finally {
    $datasetServiceClient->close();
}

Parameters
Name	Description
`optionalArgs`	`array` Optional.
`↳ name`	`string` The resource that owns the locations collection, if applicable.
`↳ filter`	`string` The standard list filter.
`↳ pageSize`	`int` The maximum number of resources contained in the underlying API response. The API may return fewer values in a page, even if there are additional values to be retrieved.
`↳ pageToken`	`string` A page token is used to specify a page of values to be returned. If no page token is specified (the default), the first page of values will be returned. Any page token used here must have been generated by a previous call to the API.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage.

Returns
Type	Description
`Google\ApiCore\PagedListResponse`

getIamPolicy

Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Sample code:

$datasetServiceClient = new DatasetServiceClient();
try {
    $resource = 'resource';
    $response = $datasetServiceClient->getIamPolicy($resource);
} finally {
    $datasetServiceClient->close();
}

Parameters
Name	Description
`resource`	`string` REQUIRED: The resource for which the policy is being requested. See the operation documentation for the appropriate value for this field.
`optionalArgs`	`array` Optional.
`↳ options`	`GetPolicyOptions` OPTIONAL: A `GetPolicyOptions` object for specifying options to `GetIamPolicy`.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage.

Returns
Type	Description
`Google\Cloud\Iam\V1\Policy`

setIamPolicy

Sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Sample code:

$datasetServiceClient = new DatasetServiceClient();
try {
    $resource = 'resource';
    $policy = new Policy();
    $response = $datasetServiceClient->setIamPolicy($resource, $policy);
} finally {
    $datasetServiceClient->close();
}

Parameters
Name	Description
`resource`	`string` REQUIRED: The resource for which the policy is being specified. See the operation documentation for the appropriate value for this field.
`policy`	`Google\Cloud\Iam\V1\Policy` REQUIRED: The complete policy to be applied to the `resource`. The size of the policy is limited to a few 10s of KB. An empty policy is a valid policy but certain Cloud Platform services (such as Projects) might reject them.
`optionalArgs`	`array` Optional.
`↳ updateMask`	`FieldMask` OPTIONAL: A FieldMask specifying which fields of the policy to modify. Only the fields in the mask will be modified. If no mask is provided, the following default mask is used: `paths: "bindings, etag"`
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage.

Returns
Type	Description
`Google\Cloud\Iam\V1\Policy`

testIamPermissions

Returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may "fail open" without warning.

Sample code:

$datasetServiceClient = new DatasetServiceClient();
try {
    $resource = 'resource';
    $permissions = [];
    $response = $datasetServiceClient->testIamPermissions($resource, $permissions);
} finally {
    $datasetServiceClient->close();
}

Parameters
Name	Description
`resource`	`string` REQUIRED: The resource for which the policy detail is being requested. See the operation documentation for the appropriate value for this field.
`permissions`	`string[]` The set of permissions to check for the `resource`. Permissions with wildcards (such as '' or 'storage.') are not allowed. For more information see IAM Overview.
`optionalArgs`	`array` Optional.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage.

Returns
Type	Description
`Google\Cloud\Iam\V1\TestIamPermissionsResponse`

Constants

SERVICE_NAME

Value: 'google.cloud.aiplatform.v1.DatasetService'

The name of the service.

SERVICE_ADDRESS

Value: 'aiplatform.googleapis.com'

The default address of the service.

DEFAULT_SERVICE_PORT

Value: 443

The default port of the service.

CODEGEN_NAME

Value: 'gapic'

The name of the code generator, to be included in the agent header.