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"""This module contains SFTP to Google Cloud Storage operator."""
from __future__ import annotations
import os
from tempfile import NamedTemporaryFile
from typing import TYPE_CHECKING, Sequence
from airflow.exceptions import AirflowException
from airflow.models import BaseOperator
from airflow.providers.google.cloud.hooks.gcs import GCSHook
from airflow.providers.sftp.hooks.sftp import SFTPHook
if TYPE_CHECKING:
from airflow.utils.context import Context
[docs]class SFTPToGCSOperator(BaseOperator):
"""
Transfer files to Google Cloud Storage from SFTP server.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:SFTPToGCSOperator`
:param source_path: The sftp remote path. This is the specified file path
for downloading the single file or multiple files from the SFTP server.
You can use only one wildcard within your path. The wildcard can appear
inside the path or at the end of the path.
:param destination_bucket: The bucket to upload to.
:param destination_path: The destination name of the object in the
destination Google Cloud Storage bucket.
If destination_path is not provided file/files will be placed in the
main bucket path.
If a wildcard is supplied in the destination_path argument, this is the
prefix that will be prepended to the final destination objects' paths.
:param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.
:param sftp_conn_id: The sftp connection id. The name or identifier for
establishing a connection to the SFTP server.
:param mime_type: The mime-type string
:param gzip: Allows for file to be compressed and uploaded as gzip
: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.
:param impersonation_chain: Optional 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).
:param sftp_prefetch: Whether to enable SFTP prefetch, the default is True.
"""
[docs] template_fields: Sequence[str] = (
"source_path",
"destination_path",
"destination_bucket",
"impersonation_chain",
)
def __init__(
self,
*,
source_path: str,
destination_bucket: str,
destination_path: str | None = None,
gcp_conn_id: str = "google_cloud_default",
sftp_conn_id: str = "ssh_default",
mime_type: str = "application/octet-stream",
gzip: bool = False,
move_object: bool = False,
impersonation_chain: str | Sequence[str] | None = None,
sftp_prefetch: bool = True,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.source_path = source_path
self.destination_path = destination_path
self.destination_bucket = destination_bucket
self.gcp_conn_id = gcp_conn_id
self.mime_type = mime_type
self.gzip = gzip
self.sftp_conn_id = sftp_conn_id
self.move_object = move_object
self.impersonation_chain = impersonation_chain
self.sftp_prefetch = sftp_prefetch
[docs] def execute(self, context: Context):
self.destination_path = self._set_destination_path(self.destination_path)
self.destination_bucket = self._set_bucket_name(self.destination_bucket)
gcs_hook = GCSHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
sftp_hook = SFTPHook(self.sftp_conn_id)
if WILDCARD in self.source_path:
total_wildcards = self.source_path.count(WILDCARD)
if total_wildcards > 1:
raise AirflowException(
"Only one wildcard '*' is allowed in source_path parameter. "
f"Found {total_wildcards} in {self.source_path}."
)
prefix, delimiter = self.source_path.split(WILDCARD, 1)
base_path = os.path.dirname(prefix)
files, _, _ = sftp_hook.get_tree_map(base_path, prefix=prefix, delimiter=delimiter)
for file in files:
destination_path = file.replace(base_path, self.destination_path, 1)
self._copy_single_object(gcs_hook, sftp_hook, file, destination_path)
else:
destination_object = (
self.destination_path if self.destination_path else self.source_path.rsplit("/", 1)[1]
)
self._copy_single_object(gcs_hook, sftp_hook, self.source_path, destination_object)
def _copy_single_object(
self,
gcs_hook: GCSHook,
sftp_hook: SFTPHook,
source_path: str,
destination_object: str,
) -> None:
"""Copy single object."""
self.log.info(
"Executing copy of %s to gs://%s/%s",
source_path,
self.destination_bucket,
destination_object,
)
with NamedTemporaryFile("w") as tmp:
sftp_hook.retrieve_file(source_path, tmp.name, prefetch=self.sftp_prefetch)
gcs_hook.upload(
bucket_name=self.destination_bucket,
object_name=destination_object,
filename=tmp.name,
mime_type=self.mime_type,
gzip=self.gzip,
)
if self.move_object:
self.log.info("Executing delete of %s", source_path)
sftp_hook.delete_file(source_path)
@staticmethod
def _set_destination_path(path: str | None) -> str:
if path is not None:
return path.lstrip("/") if path.startswith("/") else path
return ""
@staticmethod
def _set_bucket_name(name: str) -> str:
bucket = name if not name.startswith("gs://") else name[5:]
return bucket.strip("/")