airflow gcs_to_s3 源码

airflow gcs_to_s3 代码

文件路径：/airflow/providers/amazon/aws/transfers/gcs_to_s3.py

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"""This module contains Google Cloud Storage to S3 operator."""
from __future__ import annotations

import os
import warnings
from typing import TYPE_CHECKING, Sequence

from airflow.models import BaseOperator
from airflow.providers.amazon.aws.hooks.s3 import S3Hook
from airflow.providers.google.cloud.hooks.gcs import GCSHook

if TYPE_CHECKING:
    from airflow.utils.context import Context


class GCSToS3Operator(BaseOperator):
    """
    Synchronizes a Google Cloud Storage bucket with an S3 bucket.

    .. seealso::
        For more information on how to use this operator, take a look at the guide:
        :ref:`howto/operator:GCSToS3Operator`

    :param bucket: The Google Cloud Storage bucket to find the objects. (templated)
    :param prefix: Prefix string which filters objects whose name begin with
        this prefix. (templated)
    :param delimiter: The delimiter by which you want to filter the objects. (templated)
        For e.g to lists the CSV files from in a directory in GCS you would use
        delimiter='.csv'.
    :param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.
    :param google_cloud_storage_conn_id: (Deprecated) The connection ID used to connect to Google Cloud.
        This parameter has been deprecated. You should pass the gcp_conn_id parameter instead.
    :param delegate_to: Google 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 dest_aws_conn_id: The destination S3 connection
    :param dest_s3_key: The base S3 key to be used to store the files. (templated)
    :param dest_verify: Whether or not to verify SSL certificates for S3 connection.
        By default SSL certificates are verified.
        You can provide the following values:

        - ``False``: do not validate SSL certificates. SSL will still be used
                 (unless use_ssl is False), but SSL certificates will not be
                 verified.
        - ``path/to/cert/bundle.pem``: A filename of the CA cert bundle to uses.
                 You can specify this argument if you want to use a different
                 CA cert bundle than the one used by botocore.

    :param replace: Whether or not to verify the existence of the files in the
        destination bucket.
        By default is set to False
        If set to True, will upload all the files replacing the existing ones in
        the destination bucket.
        If set to False, will upload only the files that are in the origin but not
        in the destination bucket.
    :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).
    :param s3_acl_policy: Optional The string to specify the canned ACL policy for the
        object to be uploaded in S3
    :param keep_directory_structure: (Optional) When set to False the path of the file
         on the bucket is recreated within path passed in dest_s3_key.
    """

    template_fields: Sequence[str] = (
        'bucket',
        'prefix',
        'delimiter',
        'dest_s3_key',
        'google_impersonation_chain',
    )
    ui_color = '#f0eee4'

    def __init__(
        self,
        *,
        bucket: str,
        prefix: str | None = None,
        delimiter: str | None = None,
        gcp_conn_id: str = 'google_cloud_default',
        google_cloud_storage_conn_id: str | None = None,
        delegate_to: str | None = None,
        dest_aws_conn_id: str = 'aws_default',
        dest_s3_key: str,
        dest_verify: str | bool | None = None,
        replace: bool = False,
        google_impersonation_chain: str | Sequence[str] | None = None,
        dest_s3_extra_args: dict | None = None,
        s3_acl_policy: str | None = None,
        keep_directory_structure: bool = True,
        **kwargs,
    ) -> None:
        super().__init__(**kwargs)

        if google_cloud_storage_conn_id:
            warnings.warn(
                "The google_cloud_storage_conn_id parameter has been deprecated. You should pass "
                "the gcp_conn_id parameter.",
                DeprecationWarning,
                stacklevel=3,
            )
            gcp_conn_id = google_cloud_storage_conn_id

        self.bucket = bucket
        self.prefix = prefix
        self.delimiter = delimiter
        self.gcp_conn_id = gcp_conn_id
        self.delegate_to = delegate_to
        self.dest_aws_conn_id = dest_aws_conn_id
        self.dest_s3_key = dest_s3_key
        self.dest_verify = dest_verify
        self.replace = replace
        self.google_impersonation_chain = google_impersonation_chain
        self.dest_s3_extra_args = dest_s3_extra_args or {}
        self.s3_acl_policy = s3_acl_policy
        self.keep_directory_structure = keep_directory_structure

    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.keep_directory_structure and self.prefix:
            self.dest_s3_key = os.path.join(self.dest_s3_key, self.prefix)

        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 = os.path.join(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

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