airflow gcs_to_sftp 源码

airflow gcs_to_sftp 代码

文件路径：/airflow/providers/google/cloud/transfers/gcs_to_sftp.py

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# to you under the Apache License, Version 2.0 (the
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"""This module contains Google Cloud Storage to SFTP 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

WILDCARD = "*"

if TYPE_CHECKING:
    from airflow.utils.context import Context


class GCSToSFTPOperator(BaseOperator):
    """
    Transfer files from a Google Cloud Storage bucket to SFTP server.

    **Example**: ::

        with models.DAG(
            "example_gcs_to_sftp",
            start_date=datetime(2020, 6, 19),
            schedule=None,
        ) as dag:
            # downloads file to /tmp/sftp/folder/subfolder/file.txt
            copy_file_from_gcs_to_sftp = GCSToSFTPOperator(
                task_id="file-copy-gsc-to-sftp",
                source_bucket="test-gcs-sftp-bucket-name",
                source_object="folder/subfolder/file.txt",
                destination_path="/tmp/sftp",
            )

            # moves file to /tmp/data.txt
            move_file_from_gcs_to_sftp = GCSToSFTPOperator(
                task_id="file-move-gsc-to-sftp",
                source_bucket="test-gcs-sftp-bucket-name",
                source_object="folder/subfolder/data.txt",
                destination_path="/tmp",
                move_object=True,
                keep_directory_structure=False,
            )

    .. seealso::
        For more information on how to use this operator, take a look at the guide:
        :ref:`howto/operator:GCSToSFTPOperator`

    :param source_bucket: The source Google Cloud Storage bucket where the
         object is. (templated)
    :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.
    :param destination_path: The sftp remote path. This is the specified directory path for
        uploading to the SFTP server.
    :param keep_directory_structure: (Optional) When set to False the path of the file
         on the bucket is recreated within path passed in destination_path.
    :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 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 delegate_to: The account to impersonate using domain-wide delegation of authority,
        if any. For this to work, the service account making the request must have
        domain-wide delegation enabled.
    :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).
    """

    template_fields: Sequence[str] = (
        "source_bucket",
        "source_object",
        "destination_path",
        "impersonation_chain",
    )
    ui_color = "#f0eee4"

    def __init__(
        self,
        *,
        source_bucket: str,
        source_object: str,
        destination_path: str,
        keep_directory_structure: bool = True,
        move_object: bool = False,
        gcp_conn_id: str = "google_cloud_default",
        sftp_conn_id: str = "ssh_default",
        delegate_to: str | None = None,
        impersonation_chain: str | Sequence[str] | None = None,
        **kwargs,
    ) -> None:
        super().__init__(**kwargs)

        self.source_bucket = source_bucket
        self.source_object = source_object
        self.destination_path = destination_path
        self.keep_directory_structure = keep_directory_structure
        self.move_object = move_object
        self.gcp_conn_id = gcp_conn_id
        self.sftp_conn_id = sftp_conn_id
        self.delegate_to = delegate_to
        self.impersonation_chain = impersonation_chain
        self.sftp_dirs = None

    def execute(self, context: 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. "
                    f"Found {total_wildcards} in {self.source_object}."
                )

            prefix, delimiter = self.source_object.split(WILDCARD, 1)
            prefix_dirname = os.path.dirname(prefix)

            objects = gcs_hook.list(self.source_bucket, prefix=prefix, delimiter=delimiter)

            for source_object in objects:
                destination_path = self._resolve_destination_path(source_object, prefix=prefix_dirname)
                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 = self._resolve_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 _resolve_destination_path(self, source_object: str, prefix: str | None = None) -> str:
        if not self.keep_directory_structure:
            if prefix:
                source_object = os.path.relpath(source_object, start=prefix)
            else:
                source_object = os.path.basename(source_object)
        return os.path.join(self.destination_path, source_object)

    def _copy_single_object(
        self,
        gcs_hook: GCSHook,
        sftp_hook: SFTPHook,
        source_object: str,
        destination_path: str,
    ) -> None:
        """Helper function to copy single object."""
        self.log.info(
            "Executing copy of gs://%s/%s to %s",
            self.source_bucket,
            source_object,
            destination_path,
        )

        dir_path = os.path.dirname(destination_path)
        sftp_hook.create_directory(dir_path)

        with NamedTemporaryFile("w") as tmp:
            gcs_hook.download(
                bucket_name=self.source_bucket,
                object_name=source_object,
                filename=tmp.name,
            )
            sftp_hook.store_file(destination_path, tmp.name)

        if self.move_object:
            self.log.info("Executing delete of gs://%s/%s", self.source_bucket, source_object)
            gcs_hook.delete(self.source_bucket, source_object)

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