def execute(self, context): gcs_hook = GCSHook( gcp_conn_id=self.gcp_conn_id, delegate_to=self.delegate_to, impersonation_chain=self.impersonation_chain, ) sftp_hook = SFTPHook(self.sftp_conn_id) if WILDCARD in self.source_object: total_wildcards = self.source_object.count(WILDCARD) if total_wildcards > 1: raise AirflowException( "Only one wildcard '*' is allowed in source_object parameter. " "Found {} in {}.".format(total_wildcards, self.source_object) ) prefix, delimiter = self.source_object.split(WILDCARD, 1) objects = gcs_hook.list(self.source_bucket, prefix=prefix, delimiter=delimiter) for source_object in objects: destination_path = os.path.join(self.destination_path, source_object) self._copy_single_object(gcs_hook, sftp_hook, source_object, destination_path) self.log.info("Done. Uploaded '%d' files to %s", len(objects), self.destination_path) else: destination_path = os.path.join(self.destination_path, self.source_object) self._copy_single_object(gcs_hook, sftp_hook, self.source_object, destination_path) self.log.info("Done. Uploaded '%s' file to %s", self.source_object, destination_path)
def execute(self, context) -> dict: self.log.info('Exporting data to Cloud Storage bucket %s', self.bucket) if self.overwrite_existing and self.namespace: gcs_hook = GCSHook(self.cloud_storage_conn_id, impersonation_chain=self.impersonation_chain) objects = gcs_hook.list(self.bucket, prefix=self.namespace) for obj in objects: gcs_hook.delete(self.bucket, obj) ds_hook = DatastoreHook( self.datastore_conn_id, self.delegate_to, impersonation_chain=self.impersonation_chain, ) result = ds_hook.export_to_storage_bucket( bucket=self.bucket, namespace=self.namespace, entity_filter=self.entity_filter, labels=self.labels, project_id=self.project_id, ) operation_name = result['name'] result = ds_hook.poll_operation_until_done( operation_name, self.polling_interval_in_seconds) state = result['metadata']['common']['state'] if state != 'SUCCESSFUL': raise AirflowException(f'Operation failed: result={result}') return result
def poke(self, context): self.log.info('Sensor checks existence of objects: %s, %s', self.bucket, self.prefix) hook = GCSHook(google_cloud_storage_conn_id=self.google_cloud_conn_id, delegate_to=self.delegate_to) self._matches = hook.list(self.bucket, prefix=self.prefix) return bool(self._matches)
def execute(self, context: "Context") -> list: hook = GCSHook( gcp_conn_id=self.gcp_conn_id, delegate_to=self.delegate_to, impersonation_chain=self.impersonation_chain, ) self.log.info( 'Getting list of the files. Bucket: %s; Delimiter: %s; Prefix: %s', self.bucket, self.delimiter, self.prefix, ) StorageLink.persist( context=context, task_instance=self, uri=self.bucket, project_id=hook.project_id, ) return hook.list(bucket_name=self.bucket, prefix=self.prefix, delimiter=self.delimiter)
def execute(self, context: 'Context') -> List[str]: # list all files in an Google Cloud Storage bucket hook = GCSHook( gcp_conn_id=self.gcp_conn_id, delegate_to=self.delegate_to, impersonation_chain=self.google_impersonation_chain, ) self.log.info( 'Getting list of the files. Bucket: %s; Delimiter: %s; Prefix: %s', self.bucket, self.delimiter, self.prefix, ) files = hook.list(bucket_name=self.bucket, prefix=self.prefix, delimiter=self.delimiter) s3_hook = S3Hook(aws_conn_id=self.dest_aws_conn_id, verify=self.dest_verify, extra_args=self.dest_s3_extra_args) if not self.replace: # if we are not replacing -> list all files in the S3 bucket # and only keep those files which are present in # Google Cloud Storage and not in S3 bucket_name, prefix = S3Hook.parse_s3_url(self.dest_s3_key) # look for the bucket and the prefix to avoid look into # parent directories/keys existing_files = s3_hook.list_keys(bucket_name, prefix=prefix) # in case that no files exists, return an empty array to avoid errors existing_files = existing_files if existing_files is not None else [] # remove the prefix for the existing files to allow the match existing_files = [ file.replace(prefix, '', 1) for file in existing_files ] files = list(set(files) - set(existing_files)) if files: for file in files: with hook.provide_file( object_name=file, bucket_name=self.bucket) as local_tmp_file: dest_key = self.dest_s3_key + file self.log.info("Saving file to %s", dest_key) s3_hook.load_file( filename=local_tmp_file.name, key=dest_key, replace=self.replace, acl_policy=self.s3_acl_policy, ) self.log.info("All done, uploaded %d files to S3", len(files)) else: self.log.info("In sync, no files needed to be uploaded to S3") return files
def execute(self, context: 'Context'): self._check_inputs() azure_fileshare_hook = AzureFileShareHook(self.azure_fileshare_conn_id) files = azure_fileshare_hook.list_files( share_name=self.share_name, directory_name=self.directory_name ) gcs_hook = GCSHook( gcp_conn_id=self.gcp_conn_id, delegate_to=self.delegate_to, 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: self.log.info('%s files are going to be synced.', len(files)) if self.directory_name is None: raise RuntimeError("The directory_name must be set!.") for file in files: with NamedTemporaryFile() as temp_file: azure_fileshare_hook.get_file_to_stream( stream=temp_file, share_name=self.share_name, directory_name=self.directory_name, file_name=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, temp_file.name, gzip=self.gzip) self.log.info("All done, uploaded %d files to Google Cloud Storage.", len(files)) else: self.log.info('There are no new files to sync. Have a nice day!') self.log.info('In sync, no files needed to be uploaded to Google Cloud Storage') return files
def poke(self, context: dict) -> bool: self.log.info('Sensor checks existence of objects: %s, %s', self.bucket, self.prefix) hook = GCSHook( gcp_conn_id=self.google_cloud_conn_id, delegate_to=self.delegate_to, impersonation_chain=self.impersonation_chain, ) self._matches = hook.list(self.bucket, prefix=self.prefix) return bool(self._matches)
def execute(self, context): hook = GCSHook(google_cloud_storage_conn_id=self.gcp_conn_id, delegate_to=self.delegate_to) self.log.info( 'Getting list of the files. Bucket: %s; Delimiter: %s; Prefix: %s', self.bucket, self.delimiter, self.prefix) return hook.list(bucket_name=self.bucket, prefix=self.prefix, delimiter=self.delimiter)
def execute(self, context): hook = GCSHook(google_cloud_storage_conn_id=self.gcp_conn_id, delegate_to=self.delegate_to) if self.objects: objects = self.objects else: objects = hook.list(bucket_name=self.bucket_name, prefix=self.prefix) self.log.info("Deleting %s objects from %s", len(objects), self.bucket_name) for object_name in objects: hook.delete(bucket_name=self.bucket_name, object_name=object_name)
def execute(self, context): hook = GCSHook( gcp_conn_id=self.gcp_conn_id, delegate_to=self.delegate_to, impersonation_chain=self.impersonation_chain, ) if self.objects: objects = self.objects else: objects = hook.list(bucket_name=self.bucket_name, prefix=self.prefix) self.log.info("Deleting %s objects from %s", len(objects), self.bucket_name) for object_name in objects: hook.delete(bucket_name=self.bucket_name, object_name=object_name)
def execute(self, context) -> list: hook = GCSHook( gcp_conn_id=self.gcp_conn_id, delegate_to=self.delegate_to, impersonation_chain=self.impersonation_chain, ) self.log.info( 'Getting list of the files. Bucket: %s; Delimiter: %s; Prefix: %s', self.bucket, self.delimiter, self.prefix, ) return hook.list(bucket_name=self.bucket, prefix=self.prefix, delimiter=self.delimiter)
def execute(self, context: 'Context'): # use the super to list all files in an Azure Data Lake path files = super().execute(context) g_hook = GCSHook( gcp_conn_id=self.gcp_conn_id, delegate_to=self.delegate_to, impersonation_chain=self.google_impersonation_chain, ) if not self.replace: # if we are not replacing -> list all files in the ADLS path # and only keep those files which are present in # ADLS and not in Google Cloud Storage bucket_name, prefix = _parse_gcs_url(self.dest_gcs) existing_files = g_hook.list(bucket_name=bucket_name, prefix=prefix) files = list(set(files) - set(existing_files)) if files: hook = AzureDataLakeHook( azure_data_lake_conn_id=self.azure_data_lake_conn_id) for obj in files: with NamedTemporaryFile(mode='wb', delete=True) as f: hook.download_file(local_path=f.name, remote_path=obj) f.flush() dest_gcs_bucket, dest_gcs_prefix = _parse_gcs_url( self.dest_gcs) dest_path = os.path.join(dest_gcs_prefix, obj) self.log.info("Saving file to %s", dest_path) g_hook.upload(bucket_name=dest_gcs_bucket, object_name=dest_path, filename=f.name, gzip=self.gzip) self.log.info("All done, uploaded %d files to GCS", len(files)) else: self.log.info("In sync, no files needed to be uploaded to GCS") return files
def execute(self, context): hook = GCSHook( google_cloud_storage_conn_id=self.gcp_conn_id, delegate_to=self.delegate_to ) if self.destination_bucket is None: self.log.warning( 'destination_bucket is None. Defaulting it to source_bucket (%s)', self.source_bucket) self.destination_bucket = self.source_bucket if WILDCARD in self.source_object: total_wildcards = self.source_object.count(WILDCARD) if total_wildcards > 1: error_msg = "Only one wildcard '*' is allowed in source_object parameter. " \ "Found {} in {}.".format(total_wildcards, self.source_object) raise AirflowException(error_msg) prefix, delimiter = self.source_object.split(WILDCARD, 1) objects = hook.list(self.source_bucket, prefix=prefix, delimiter=delimiter) for source_object in objects: if self.destination_object is None: destination_object = source_object else: destination_object = source_object.replace(prefix, self.destination_object, 1) self._copy_single_object(hook=hook, source_object=source_object, destination_object=destination_object) else: self._copy_single_object(hook=hook, source_object=self.source_object, destination_object=self.destination_object)
def execute(self, context): # use the super method to list all the files in an S3 bucket/key files = super().execute(context) gcs_hook = GCSHook(google_cloud_storage_conn_id=self.gcp_conn_id, delegate_to=self.delegate_to) # pylint: disable=too-many-nested-blocks 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 bucket_name, object_prefix = _parse_gcs_url(self.dest_gcs) existing_files_prefixed = gcs_hook.list(bucket_name, prefix=object_prefix) existing_files = [] if existing_files_prefixed: # Remove the object prefix itself, an empty directory was found if object_prefix in existing_files_prefixed: existing_files_prefixed.remove(object_prefix) # Remove the object prefix from all object string paths for f in existing_files_prefixed: if f.startswith(object_prefix): existing_files.append(f[len(object_prefix):]) else: existing_files.append(f) files = list(set(files) - set(existing_files)) if len(files) > 0: self.log.info('%s files are going to be synced: %s.', len(files), files) else: self.log.info( 'There are no new files to sync. Have a nice day!') if files: hook = S3Hook(aws_conn_id=self.aws_conn_id, verify=self.verify) for file in files: # GCS hook builds its own in-memory file so we have to create # and pass the path file_object = hook.get_key(file, self.bucket) with NamedTemporaryFile(mode='wb', delete=True) as f: file_object.download_fileobj(f) f.flush() dest_gcs_bucket, dest_gcs_object_prefix = _parse_gcs_url( self.dest_gcs) # There will always be a '/' before file because it is # enforced at instantiation time dest_gcs_object = dest_gcs_object_prefix + file # Sync is sequential and the hook already logs too much # so skip this for now # self.log.info( # 'Saving file {0} from S3 bucket {1} in GCS bucket {2}' # ' as object {3}'.format(file, self.bucket, # dest_gcs_bucket, # dest_gcs_object)) gcs_hook.upload(dest_gcs_bucket, dest_gcs_object, f.name, gzip=self.gzip) self.log.info( "All done, uploaded %d files to Google Cloud Storage", len(files)) else: self.log.info( 'In sync, no files needed to be uploaded to Google Cloud' 'Storage') return files
class GCSToGoogleDriveOperator(BaseOperator): """ Copies objects from a Google Cloud Storage service service to Google Drive service, with renaming if requested. Using this operator requires the following OAuth 2.0 scope: .. code-block:: none https://www.googleapis.com/auth/drive .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:GCSToGoogleDriveOperator` :param source_bucket: The source Google Cloud Storage bucket where the object is. (templated) :type source_bucket: str :param source_object: The source name of the object to copy in the Google cloud storage bucket. (templated) You can use only one wildcard for objects (filenames) within your bucket. The wildcard can appear inside the object name or at the end of the object name. Appending a wildcard to the bucket name is unsupported. :type source_object: str :param destination_object: The destination name of the object in the destination Google Drive service. (templated) If a wildcard is supplied in the source_object argument, this is the prefix that will be prepended to the final destination objects' paths. Note that the source path's part before the wildcard will be removed; if it needs to be retained it should be appended to destination_object. For example, with prefix ``foo/*`` and destination_object ``blah/``, the file ``foo/baz`` will be copied to ``blah/baz``; to retain the prefix write the destination_object as e.g. ``blah/foo``, in which case the copied file will be named ``blah/foo/baz``. :type destination_object: str :param move_object: When move object is True, the object is moved instead of copied to the new location. This is the equivalent of a mv command as opposed to a cp command. :type move_object: bool :param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud Platform. :type gcp_conn_id: str :param delegate_to: The account to impersonate, if any. For this to work, the service account making the request must have domain-wide delegation enabled. :type delegate_to: str """ template_fields = ("source_bucket", "source_object", "destination_object") ui_color = "#f0eee4" @apply_defaults def __init__(self, source_bucket: str, source_object: str, destination_object: Optional[str] = None, move_object: bool = False, gcp_conn_id: str = "google_cloud_default", delegate_to: Optional[str] = None, *args, **kwargs): super().__init__(*args, **kwargs) self.source_bucket = source_bucket self.source_object = source_object self.destination_object = destination_object self.move_object = move_object self.gcp_conn_id = gcp_conn_id self.delegate_to = delegate_to self.gcs_hook = None # type: Optional[GCSHook] self.gdrive_hook = None # type: Optional[GoogleDriveHook] def execute(self, context): self.gcs_hook = GCSHook(google_cloud_storage_conn_id=self.gcp_conn_id, delegate_to=self.delegate_to) self.gdrive_hook = GoogleDriveHook(gcp_conn_id=self.gcp_conn_id, delegate_to=self.delegate_to) if WILDCARD in self.source_object: total_wildcards = self.source_object.count(WILDCARD) if total_wildcards > 1: error_msg = ( "Only one wildcard '*' is allowed in source_object parameter. " "Found {} in {}.".format(total_wildcards, self.source_object)) raise AirflowException(error_msg) prefix, delimiter = self.source_object.split(WILDCARD, 1) objects = self.gcs_hook.list(self.source_bucket, prefix=prefix, delimiter=delimiter) for source_object in objects: if self.destination_object is None: destination_object = source_object else: destination_object = source_object.replace( prefix, self.destination_object, 1) self._copy_single_object(source_object=source_object, destination_object=destination_object) else: self._copy_single_object( source_object=self.source_object, destination_object=self.destination_object) def _copy_single_object(self, source_object, destination_object): self.log.info( "Executing copy of gs://%s/%s to gdrive://%s", self.source_bucket, source_object, destination_object, ) with tempfile.NamedTemporaryFile() as file: filename = file.name self.gcs_hook.download(bucket_name=self.source_bucket, object_name=source_object, filename=filename) self.gdrive_hook.upload_file(local_location=filename, remote_location=destination_object) if self.move_object: self.gcs_hook.delete(self.source_bucket, source_object)
def poke(self, context): hook = GCSHook() return self.is_bucket_updated( len(hook.list(self.bucket, prefix=self.prefix)))