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transform

Official

Execute data transformations with a single command.

Data & Analytics#etl#data-pipeline#task-runner#transform#starlake#yaml-based
Authorstarlake-ai
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Transform tasks in data pipelines often require manual scripting or ad-hoc SQL work. This skill provides a standard, declarative way to run predefined transformation steps within Starlake without writing custom code each time.

Core Features & Use Cases

  • Declarative task execution: Run named transformation tasks with a single command and optional parameters.
  • Flexible options: Supports --name, --compile, --sync-apply, --sync-preview, --query, --dry-run, --interactive, --reload, --truncate, --recursive, --test, --options, and --scheduledDate to control execution and output.
  • Use Case: Automate routine data transformations across ETL pipelines, ensure consistent transformations across environments, and validate SQL generation before execution.

Quick Start

Run a transformation task by specifying its name, for example: starlake transform --name mydomain.mytask

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: transform
Download link: https://github.com/starlake-ai/starlake/archive/main.zip#transform

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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