下载文件时 Apache 气流 ssh_hook 随机断开连接

如何解决下载文件时 Apache 气流 ssh_hook 随机断开连接

我正在处理这个问题底部的代码。

我的目的是访问 SFTP 站点,检查新文件夹,然后下载 zip 文件(然后解压缩)。有时没有新文件夹,有时可能会有一个或多个新文件夹。

脚本看似正常运行,但 SFTP 连接随机断开,没有警告。我正在寻找一种方法来保持链接打开,直到所有文件都在。

import airflow
from airflow import models
from airflow.operators.gcs_to_bq import GoogleCloudStorageToBigQueryOperator
from airflow.contrib.operators.bigquery_to_gcs import BigQueryToCloudStorageOperator
from airflow.operators.gcs_to_gcs import GoogleCloudStorageToGoogleCloudStorageOperator
from airflow.contrib.operators.file_to_gcs import FileToGoogleCloudStorageOperator
from airflow.operators.bash_operator import BashOperator
from airflow.gcp.hooks.gcs import GoogleCloudStorageHook
from airflow.gcp.operators.gcs import GoogleCloudStorageDeleteOperator
from airflow.operators.python_operator import PythonOperator
from airflow.operators.dummy_operator import DummyOperator
from airflow.contrib.operators.bigquery_operator import BigQueryOperator
from airflow.operators.python_operator import BranchPythonOperator
from airflow.operators.mssql_operator import MsSqlOperator
from airflow.hooks.ftp_hook import FTPHook
from airflow.utils import dates
from airflow.models import Variable
import logging
from zipfile import ZipFile
import os,glob,subprocess

args = {
    'owner': 'Airflow','start_date': dates.days_ago(1),'email': ['sinistersparrow1701@gmail.com','rich@offrs.com'],'email_on_failure': True,'email_on_success': True,'schedule_interval': '0 1 * * *',}


def GetFiles(**kwargs):
    foundfiles = False
    FTPPATH = '/SmartZip/'
    ftp = FTPHook(ftp_conn_id='FTP_DataTree_MLS')
    ftp.get_conn()
    folders = [x.split()[-1] for x in ftp.list_directory(FTPPATH,nlst=False) if x.startswith("d") and x.split()[-1].startswith("2")]
    print(folders)
    logging.info("NUMBER OF FOLDERS -> {}.".format(len(folders)))
    if len(folders) > 0:
        for folder in folders:
            path = FTPPATH + folder
            logging.info("looking in folder {}.".format(path))
            if int(folder[0:8]) > int(Variable.get("mls_publish_date")):
                Variable.set("mls_publish_date",int(folder[0:8]))
                files = [x.split()[-1] for x in ftp.list_directory(path,nlst=False) if str(x.split()[-1]) != '.' and str(x.split()[-1]) != '..']
                logging.info("number of files -> {}".format(len(files)))
                if len(files) > 0:
                    foundfiles = True
                    for file in files:
                        localfile = Variable.get("temp_directory") + "MLS/" + file
                        logging.info("retrieving file {}/{}".format(path,file))
                        ftp.retrieve_file(path + '/' + file,localfile)
                        zf = ZipFile(localfile,'r')
                        zf.extractall(Variable.get("temp_directory") + "MLS/")
                        zf.close()
                        os.remove(localfile)
    if foundfiles:
        return 'Upload_Files_to_GCS'
    else:
        return 'Populate_Valuation_LeadsMLS'



dag = models.DAG(
    dag_id='DataTree_MLS_Ingestion',default_args=args
)

check_for_file = BranchPythonOperator(
    task_id='Check_FTP_and_Download',provide_context=True,python_callable=GetFiles,dag=dag
)

如何强制 SFTP 保持打开状态直到一切完成? 谢谢!

解决方法

如果繁忙的连接在操作过程中关闭,您几乎无能为力。

如果它发生了,您必须通过重新连接来优雅地处理它。

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