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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  • Create buckets and folders
  • Import demo files

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  1. [Tutorial] Create a first data pipeline

Prepare the demonstration environment

Before starting with the actual tutorial, you need to prepare the buckets and folders where the magic will happen, and to import the demo files.

PreviousIntroductionNextCopy files from one bucket to another

Last updated 3 years ago

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Create buckets and folders

For the detailed procedure on how to create GCS buckets (manually or using gsutil), refer to this .

  1. Create a bucket in a first project. This bucket will contain the source files. As bucket names need to be unique globally, you can pick any name you want. Select the settings that you want.‌

  2. In this first bucket, create 2 folders: ◾ tailer-demo-input-folder ◾ tailer-demo-archive-folder

  3. Go to a different project, and create a second bucket. This bucket will contain the output files. Again, pick the name and settings that you want.

  4. In this second bucket, create 2 folders: ◾ tailer-demo-input-folder ◾ tailer-demo-archive-folder

Import demo files

Import the following demo files into the folder named tailer-demo-input-folder located in the first bucket:

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134KB
stores-20130701-062333.csv
Demo file 1
571KB
sales_20200228-20200228.csv
Demo file 2
508KB
sales_20200110-20200110.csv
Demo file 3
456KB
sales_20200108-20200108.csv
Demo file 4
962KB
products-20180811-091503.csv
Demo file 5