Google Cloud Ai Platform V1 Client - Class ImportDataConfig (0.25.0)

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

Describes the location from where we import data into a Dataset, together with the labels that will be applied to the DataItems and the Annotations.

Generated from protobuf message google.cloud.aiplatform.v1.ImportDataConfig

Namespace

Google \ Cloud \ AIPlatform \ V1

Methods

__construct

Constructor.

Parameters
NameDescription
data array

Optional. Data for populating the Message object.

↳ gcs_source Google\Cloud\AIPlatform\V1\GcsSource

The Google Cloud Storage location for the input content.

↳ data_item_labels array|Google\Protobuf\Internal\MapField

Labels that will be applied to newly imported DataItems. If an identical DataItem as one being imported already exists in the Dataset, then these labels will be appended to these of the already existing one, and if labels with identical key is imported before, the old label value will be overwritten. If two DataItems are identical in the same import data operation, the labels will be combined and if key collision happens in this case, one of the values will be picked randomly. Two DataItems are considered identical if their content bytes are identical (e.g. image bytes or pdf bytes). These labels will be overridden by Annotation labels specified inside index file referenced by import_schema_uri, e.g. jsonl file.

↳ annotation_labels array|Google\Protobuf\Internal\MapField

Labels that will be applied to newly imported Annotations. If two Annotations are identical, one of them will be deduped. Two Annotations are considered identical if their payload, payload_schema_uri and all of their labels are the same. These labels will be overridden by Annotation labels specified inside index file referenced by import_schema_uri, e.g. jsonl file.

↳ import_schema_uri string

Required. Points to a YAML file stored on Google Cloud Storage describing the import format. Validation will be done against the schema. The schema is defined as an OpenAPI 3.0.2 Schema Object.

getGcsSource

The Google Cloud Storage location for the input content.

Returns
TypeDescription
Google\Cloud\AIPlatform\V1\GcsSource|null

hasGcsSource

setGcsSource

The Google Cloud Storage location for the input content.

Parameter
NameDescription
var Google\Cloud\AIPlatform\V1\GcsSource
Returns
TypeDescription
$this

getDataItemLabels

Labels that will be applied to newly imported DataItems. If an identical DataItem as one being imported already exists in the Dataset, then these labels will be appended to these of the already existing one, and if labels with identical key is imported before, the old label value will be overwritten. If two DataItems are identical in the same import data operation, the labels will be combined and if key collision happens in this case, one of the values will be picked randomly. Two DataItems are considered identical if their content bytes are identical (e.g. image bytes or pdf bytes).

These labels will be overridden by Annotation labels specified inside index file referenced by import_schema_uri, e.g. jsonl file.

Returns
TypeDescription
Google\Protobuf\Internal\MapField

setDataItemLabels

Labels that will be applied to newly imported DataItems. If an identical DataItem as one being imported already exists in the Dataset, then these labels will be appended to these of the already existing one, and if labels with identical key is imported before, the old label value will be overwritten. If two DataItems are identical in the same import data operation, the labels will be combined and if key collision happens in this case, one of the values will be picked randomly. Two DataItems are considered identical if their content bytes are identical (e.g. image bytes or pdf bytes).

These labels will be overridden by Annotation labels specified inside index file referenced by import_schema_uri, e.g. jsonl file.

Parameter
NameDescription
var array|Google\Protobuf\Internal\MapField
Returns
TypeDescription
$this

getAnnotationLabels

Labels that will be applied to newly imported Annotations. If two Annotations are identical, one of them will be deduped. Two Annotations are considered identical if their payload, payload_schema_uri and all of their labels are the same. These labels will be overridden by Annotation labels specified inside index file referenced by import_schema_uri, e.g. jsonl file.

Returns
TypeDescription
Google\Protobuf\Internal\MapField

setAnnotationLabels

Labels that will be applied to newly imported Annotations. If two Annotations are identical, one of them will be deduped. Two Annotations are considered identical if their payload, payload_schema_uri and all of their labels are the same. These labels will be overridden by Annotation labels specified inside index file referenced by import_schema_uri, e.g. jsonl file.

Parameter
NameDescription
var array|Google\Protobuf\Internal\MapField
Returns
TypeDescription
$this

getImportSchemaUri

Required. Points to a YAML file stored on Google Cloud Storage describing the import format. Validation will be done against the schema. The schema is defined as an OpenAPI 3.0.2 Schema Object.

Returns
TypeDescription
string

setImportSchemaUri

Required. Points to a YAML file stored on Google Cloud Storage describing the import format. Validation will be done against the schema. The schema is defined as an OpenAPI 3.0.2 Schema Object.

Parameter
NameDescription
var string
Returns
TypeDescription
$this

getSource

Returns
TypeDescription
string