Imports data into a Dataset.
HTTP request
POST https://{service-endpoint}/v1/{name}:import
Where {service-endpoint}
is one of the supported service endpoints.
Path parameters
Parameters | |
---|---|
name |
Required. The name of the Dataset resource. Format: |
Request body
The request body contains data with the following structure:
JSON representation |
---|
{
"importConfigs": [
{
object ( |
Fields | |
---|---|
importConfigs[] |
Required. The desired input locations. The contents of all input locations will be imported in one batch. |
Response body
If successful, the response body contains an instance of Operation
.
Authorization scopes
Requires the following OAuth scope:
https://www.googleapis.com/auth/cloud-platform
For more information, see the Authentication Overview.
IAM Permissions
Requires the following IAM permission on the name
resource:
aiplatform.datasets.import
For more information, see the IAM documentation.
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.
JSON representation |
---|
{ "dataItemLabels": { string: string, ... }, "annotationLabels": { string: string, ... }, "importSchemaUri": string, // Union field |
Fields | |
---|---|
dataItemLabels |
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 |
annotationLabels |
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 |
importSchemaUri |
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. |
Union field source . The source of the input. source can be only one of the following: |
|
gcsSource |
The Google Cloud Storage location for the input content. |