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Module gcs_utilities (0.5.0a0)

Document AI utilities.

Modules Functions

_get_storage_client()

Returns a Storage client with custom user agent header.

create_batches(gcs_bucket_name: str, gcs_prefix: str, batch_size: int = 1000)

Create batches of documents in Cloud Storage to process with batch_process_documents().

Parameters
Name	Description
`gcs_bucket_name`	`str` Required. The name of the gcs bucket. Format: `gs://bucket/optional_folder/target_folder/` where gcs_bucket_name=`bucket`.
`gcs_prefix`	`str` Required. The prefix of the json files in the `target_folder` Format: `gs://bucket/optional_folder/target_folder/` where gcs_prefix=`optional_folder/target_folder`.
`batch_size`	`int` Optional. Size of each batch of documents. Default is `50`.

Returns
Type	Description
`List[documentai.BatchDocumentsInputConfig]`	A list of `BatchDocumentsInputConfig`, each corresponding to one batch.

create_gcs_uri(gcs_bucket_name: str, gcs_prefix: str)

Creates a Cloud Storage uri from the bucket_name and prefix.

Parameters
Name	Description
`gcs_bucket_name`	`str` Required. The name of the gcs bucket. Format: `gs://{bucket_name}/{optional_folder}/{target_folder}/` where gcs_bucket_name=`bucket`.
`gcs_prefix`	`str` Required. The prefix of the files in the target_folder. Format: `gs://{bucket_name}/{optional_folder}/{target_folder}/` where gcs_prefix=`{optional_folder}/{target_folder}`.

get_bytes(gcs_bucket_name: str, gcs_prefix: str)

Returns a list of bytes of json files from Cloud Storage.

Parameters
Name	Description
`gcs_bucket_name`	`str` Required. The name of the gcs bucket. Format: `gs://{bucket_name}/{optional_folder}/{target_folder}/` where gcs_bucket_name=`bucket`.
`gcs_prefix`	`str` Required. The prefix of the json files in the target_folder Format: `gs://{bucket_name}/{optional_folder}/{target_folder}/` where gcs_prefix=`{optional_folder}/{target_folder}`.

Returns
Type	Description
`List[bytes]`	A list of bytes.

list_gcs_document_tree(gcs_bucket_name: str, gcs_prefix: str)

Returns a list path to files in Cloud Storage folder.

Parameters
Name	Description
`gcs_bucket_name`	`str` Required. The name of the gcs bucket. Format: `gs://{bucket_name}/{optional_folder}/{target_folder}/` where gcs_bucket_name=`bucket`.
`gcs_prefix`	`str` Required. The prefix of the json files in the target_folder. Format: `gs://{bucket_name}/{optional_folder}/{target_folder}/` where gcs_prefix=`{optional_folder}/{target_folder}`.

Returns
Type	Description
`Dict[str, List[str]]`	The paths to documents in `gs://{gcs_bucket_name}/{gcs_prefix}`.

print_gcs_document_tree(
    gcs_bucket_name: str, gcs_prefix: str, files_to_display: int = 4
)

Prints a tree of filenames in a Cloud Storage folder.

Parameters
Name	Description
`gcs_bucket_name`	`str` Required. The name of the gcs bucket. Format: `gs://{bucket_name}/{optional_folder}/{target_folder}/` where gcs_bucket_name=`bucket`.
`gcs_prefix`	`str` Required. The prefix of the json files in the target_folder. Format: `gs://{bucket_name}/{optional_folder}/{target_folder}/` where gcs_prefix=`{optional_folder}/{target_folder}`.
`files_to_display`	`int` Optional. The amount of files to display. Default is `4`.

split_gcs_uri(gcs_uri: str)

Splits a Cloud Storage uri into the bucket_name and prefix.

Parameter
Name	Description
`gcs_uri`	`str` Required. The full Cloud Storage URI. Format: `gs://{bucket_name}/{gcs_prefix}`.

Returns
Type	Description
`Tuple[str, str]`	The Cloud Storage Bucket and Prefix.