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Table of Contents
Use rsync for local or remote synchronization
Upload or download files using the aws s3 command
Basic usage of gsutil for Google Cloud
Tips for other platforms or tools
Home Database navicat How to run a Data Transfer job from the command line?

How to run a Data Transfer job from the command line?

Jul 04, 2025 am 12:04 AM

To run data transfer tasks from the command line, the key is to use the right tools and master the basic command format. 1. Use rsync to perform local or remote synchronization, support breakpoint continuous transmission, compression and retain meta information. Common commands such as rsync -avz /source/ /dest/; 2. AWS users can upload and download files with aws s3 cp, and support recursive replication and parameter optimization after configuring credentials; 3. Google Cloud users can use gsutil cp to upload files or directories, and support concurrent settings to improve speed; 4. Other platforms can use azcopy (Azure), lftp (FTP/SFTP) or rclone (cross-platform); 5. It is recommended to combine scripts and cron automation tasks to enable compression or shard processing of large files, select tools that support breakpoint continuous transmission to deal with unstable networks, and prioritize log checking when errors occur.

To run data transfer tasks from the command line, the key is to use the right tools and master the basic command format. Most modern systems provide command line interfaces to perform such operations, such as rsync , scp , azcopy (for Azure), gsutil (Google Cloud), or aws s3 cp (AWS). Below are some common scenarios and practical suggestions.

Use rsync for local or remote synchronization

If you need to copy between local directories, or synchronize files with remote servers, rsync is a powerful and common choice.

  • Support breakpoint continuous transmission
  • Can compress data transmission
  • Able to retain meta information such as permissions, timestamps, etc.

Common command examples:

 rsync -avz /source/directory/ user@remote:/destination/directory/

illustrate:

  • -a : Archive mode, retain all attributes
  • -v : Show detailed process
  • -z : Enable compression

If it's just local copy, remove the remote address:

 rsync -avz /source/directory/ /backup/directory/

Tips: Before running for the first time, you can add --dry-run to see which files will be operated to avoid misoperation.

Upload or download files using the aws s3 command

If you are using AWS S3, you can directly use the command line after installing the AWS CLI.

Make sure that the credentials are configured:

 aws configure

Then you can upload the file:

 aws s3 cp myfile.txt s3://mybucket/

Or upload the entire directory recursively:

 aws s3 cp myfolder/ s3://mybucket/myfolder/ --recursive

You can also add some parameters to optimize transmission, such as:

  • --storage-class STANDARD_IA Specify storage type
  • --sse Enable encryption
  • --quiet silent execution does not output logs

Basic usage of gsutil for Google Cloud

For Google Cloud users, gsutil is a standard data transfer tool.

Upload individual files:

 gsutil cp myfile.txt gs://mybucket/

Upload directory:

 gsutil cp -r myfolder gs://mybucket/

You can also set the concurrency option to increase the speed:

 gsutil -o GSUtil:parallel_composite_upload_threshold=150M cp bigfile gs://mybucket/

Note: If you are running on a GCP virtual machine, it is best to use a service account authorization instead of a personal account, which is safer and more convenient to automate.

Tips for other platforms or tools

Different platforms have different command line tools, but the logic of using is similar:

  • Azure : Use azcopy to support multiple cloud platforms and have good performance.
  • FTP/SFTP : You can use lftp or scripted sftp commands.
  • Cross-platform synchronization : consider rclone and supports dozens of cloud services.

Several general suggestions:

  • Daily maintenance tasks can be automatically executed using shell script cron
  • Large file transfer recommended to enable compression or sharding
  • If the network is unstable, select a tool that supports breakpoint continuous transmission
  • Remember to check the log when an error occurs, and don't try again blindly

Basically that's it. As long as you choose the right tool and match it with the appropriate parameters, the command line data transmission is actually quite simple, but some details are easy to ignore.

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