Tailer Documentation
  • What is Tailer Platform?
  • Getting Started
    • Prepare your local environment for Tailer
    • Install Tailer SDK
    • Set up Google Cloud Platform
    • Encrypt your credentials
  • [Tutorial] Create a first data pipeline
    • Introduction
    • Prepare the demonstration environment
    • Copy files from one bucket to another
    • Load files into BigQuery tables
    • Prepare data
    • Build predictions
    • Export data
    • Congratulations!
    • [Video] Automatic Script
      • SQL script file
      • DDL script file
      • Tables to Tables script file
      • Launch configuration and furthermore
  • Data Pipeline Operations
    • Overview
    • Set constants with Context
      • Context configuration file
    • Move files with Storage to Storage
      • Storage to Storage configuration file
    • Load data with Storage to Tables
      • Storage to Tables configuration file
      • Storage to Tables DDL files
    • Stream incoming data with API To Storage
      • API To Storage configuration file
      • API To Storage usage examples
    • Transform data with Tables to Tables
      • Tables to Tables configuration file
      • Table to Table SQL and DDL files
    • Export data with Tables to Storage
      • [V3] Table to Storage configuration file
      • Table to Storage SQL file
      • [V1-V2: deprecated] Table to Storage configuration file
    • Orchestrate processings with Workflow
      • [V2] Workflow configuration file
      • [V1: deprecated] Workflow configuration file
    • Convert XML to CSV
      • Convert XML to CSV configuration file
    • Use advanced features with VM Launcher
      • Process code with VM Launcher
        • VM Launcher configuration file for code processing
      • Encrypt/Decrypt data with VM Launcher
        • VM Launcher configuration file for data encryption
        • VM Launcher configuration file for data decryption
    • Monitoring and Alerting
      • Monitoring and alerting parameters
    • Asserting Data quality with Expectations
      • List of Expectations
    • Modify files with File Utilities
      • Encrypt/Decrypt data with File Utilities
        • Configuration file for data encryption
        • Configuration file for data decryption
    • Transfer data with GBQ to Firestore
      • Table to Storage: configuration file
      • Table to Storage: SQL file
      • VM Launcher: configuration file
      • File-to-firestore python file
  • Tailer Studio
    • Overview
    • Check data operations' details
    • Monitor data operations' status
    • Execute data operations
    • Reset Workflow data operations
    • Archive data operations
    • Add notes to data operations and runs
    • View your data catalog
    • Time your data with freshness
  • Tailer API
    • Overview
    • Getting started
    • API features
  • Release Notes
    • Tailer SDK Stable Releases
    • Tailer Beta Releases
      • Beta features
      • Beta configuration
      • Tailer SDK API
    • Tailer Status
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  • What is Storage to Storage?
  • ✅ Supported source and destination storage types
  • ⚙️ How it works
  • 📋 How to deploy a Storage to Storage data operation

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  1. Data Pipeline Operations

Move files with Storage to Storage

Learn how to transfer files across storages using the Storage to Storage operation.

PreviousContext configuration fileNextStorage to Storage configuration file

Last updated 1 year ago

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What is Storage to Storage?

A Storage to Storage (STS) data pipeline operation allows you to retrieve files from one source storage, and to run a multiple copy job to one or several destination storages.

✅ Supported source and destination storage types

  • Google Cloud Storage bucket

  • Amazon S3 bucket

  • SFTP directory

⚙️ How it works

Every time a new file matching the specified rule appears in the source directory, it will be:

  • removed from the source directory,

  • if options have been set accordingly, copied to an archive directory located in the same storage, inside a folder named as the filename date,

  • and transferred to one or more output directories (destinations) located in different storages.

📋 How to deploy a Storage to Storage data operation

  1. Access your tailer folder (created during ).

  2. Create a working folder as you want, and create a JSON file for your data operation inside.

  3. Prepare your JSON configuration file. Refer to this page to learn about all the .

  4. Access your working folder by running the following command:

    cd "[path to your working folder]"
  5. To deploy the data operation, run the following command:

    tailer deploy configuration your-file.json
  6. Log in to to check the status and details of your data operation.

  7. Add a file with the right template in the source folder

  8. Access your output folder(s), and archive folder, if any, to check the result of the data operation.

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Tailer Studio