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from __future__ import annotations

import warnings
from tempfile import NamedTemporaryFile
from typing import TYPE_CHECKING, Sequence

from airflow.exceptions import AirflowException, AirflowProviderDeprecationWarning
from airflow.models import BaseOperator
from import GCSHook, _parse_gcs_url, gcs_object_is_directory

    from import AzureFileShareHook
except ModuleNotFoundError as e:
    from airflow.exceptions import AirflowOptionalProviderFeatureException

    raise AirflowOptionalProviderFeatureException(e)

    from airflow.utils.context import Context

[docs]class AzureFileShareToGCSOperator(BaseOperator): """ Sync an Azure FileShare directory with a Google Cloud Storage destination path. Does not include subdirectories. May be filtered by prefix. :param share_name: The Azure FileShare share where to find the objects. (templated) :param directory_name: (Optional) Path to Azure FileShare directory which content is to be transferred. Defaults to root directory (templated) :param prefix: Prefix string which filters objects whose name begin with such prefix. (templated) :param azure_fileshare_conn_id: The source WASB connection :param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud. :param dest_gcs: The destination Google Cloud Storage bucket and prefix where you want to store the files. (templated) :param replace: Whether you want to replace existing destination files or not. :param gzip: Option to compress file for upload :param google_impersonation_chain: Optional Google service account to impersonate using short-term credentials, or chained list of accounts required to get the access_token of the last account in the list, which will be impersonated in the request. If set as a string, the account must grant the originating account the Service Account Token Creator IAM role. If set as a sequence, the identities from the list must grant Service Account Token Creator IAM role to the directly preceding identity, with first account from the list granting this role to the originating account (templated). Note that ``share_name``, ``directory_name``, ``prefix``, ``delimiter`` and ``dest_gcs`` are templated, so you can use variables in them if you wish. """
[docs] template_fields: Sequence[str] = ( "share_name", "directory_name", "prefix", "dest_gcs", )
def __init__( self, *, share_name: str, dest_gcs: str, directory_name: str | None = None, directory_path: str | None = None, prefix: str = "", azure_fileshare_conn_id: str = "azure_fileshare_default", gcp_conn_id: str = "google_cloud_default", replace: bool = False, gzip: bool = False, google_impersonation_chain: str | Sequence[str] | None = None, **kwargs, ): super().__init__(**kwargs) self.share_name = share_name self.directory_path = directory_path self.directory_name = directory_name if self.directory_path is None: self.directory_path = directory_name warnings.warn( "Use 'directory_path' instead of 'directory_name'.", AirflowProviderDeprecationWarning, stacklevel=2, ) self.prefix = prefix self.azure_fileshare_conn_id = azure_fileshare_conn_id self.gcp_conn_id = gcp_conn_id self.dest_gcs = dest_gcs self.replace = replace self.gzip = gzip self.google_impersonation_chain = google_impersonation_chain def _check_inputs(self) -> None: if self.dest_gcs and not gcs_object_is_directory(self.dest_gcs): "Destination Google Cloud Storage path is not a valid " '"directory", define a path that ends with a slash "/" or ' "leave it empty for the root of the bucket." ) raise AirflowException( 'The destination Google Cloud Storage path must end with a slash "/" or be empty.' )
[docs] def execute(self, context: Context): self._check_inputs() azure_fileshare_hook = AzureFileShareHook( share_name=self.share_name, azure_fileshare_conn_id=self.azure_fileshare_conn_id, directory_path=self.directory_path, ) files = azure_fileshare_hook.list_files() gcs_hook = GCSHook( gcp_conn_id=self.gcp_conn_id, impersonation_chain=self.google_impersonation_chain, ) dest_gcs_bucket, dest_gcs_object_prefix = _parse_gcs_url(self.dest_gcs) if not self.replace: # if we are not replacing -> list all files in the GCS bucket # and only keep those files which are present in # S3 and not in Google Cloud Storage existing_files_prefixed = gcs_hook.list(dest_gcs_bucket, prefix=dest_gcs_object_prefix) existing_files = [] # Remove the object prefix itself, an empty directory was found if dest_gcs_object_prefix in existing_files_prefixed: existing_files_prefixed.remove(dest_gcs_object_prefix) # Remove the object prefix from all object string paths for file in existing_files_prefixed: if file.startswith(dest_gcs_object_prefix): existing_files.append(file[len(dest_gcs_object_prefix) :]) else: existing_files.append(file) files = list(set(files) - set(existing_files)) if files:"%s files are going to be synced.", len(files)) if self.directory_path is None: raise RuntimeError("The directory_name must be set!.") for file in files: azure_fileshare_hook = AzureFileShareHook( share_name=self.share_name, azure_fileshare_conn_id=self.azure_fileshare_conn_id, directory_path=self.directory_path, file_path=file, ) with NamedTemporaryFile() as temp_file: azure_fileshare_hook.get_file_to_stream(stream=temp_file) temp_file.flush() # There will always be a '/' before file because it is # enforced at instantiation time dest_gcs_object = dest_gcs_object_prefix + file gcs_hook.upload(dest_gcs_bucket, dest_gcs_object,, gzip=self.gzip)"All done, uploaded %d files to Google Cloud Storage.", len(files)) else:"There are no new files to sync. Have a nice day!")"In sync, no files needed to be uploaded to Google Cloud Storage") return files

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