Which tools does this skill support?

It provides patterns and code generation for common data engineering tools including Apache Spark, Airflow, and various ETL frameworks.

Does it provide production-ready code?

Yes, it generates production-grade configurations and code snippets that adhere to industry standards for data engineering and workflow orchestration.

How is the Data Partitioner skill triggered?

The skill activates automatically when you mention 'data partitioner' or ask for help with data pipeline patterns and best practices.

What is the Data Partitioner skill for?

It automates the design and implementation of data partitioning strategies to improve the performance and scalability of data pipelines.

Data Partitioner

Name: Data Partitioner
Author: jeremylongshore

byjeremylongshore

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1,030

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Database Management

Optimizes data pipeline performance by automating the creation and management of efficient data partitioning strategies.

The Data Partitioner skill provides automated guidance and implementation support for data partitioning tasks within complex data engineering workflows. It helps users design and implement scalable partitioning patterns for technologies like Spark and Airflow, ensuring that ETL processes and streaming data pipelines are optimized for high performance, cost-efficiency, and industry-standard best practices.

Key Features

01Validates pipeline outputs against common data engineering standards

02Automates partition strategy design for large-scale datasets

03Generates production-ready code for Spark, Airflow, and ETL workflows

04Implements industry-standard patterns for data sharding and distribution

05Provides step-by-step guidance for batch and streaming data processing

061,030 GitHub stars

Use Cases

01Setting up time-based partitioning for log files in a Spark pipeline

02Refactoring monolithic database tables into optimized partitions for better query performance

03Orchestrating complex data transformation steps within Airflow or other workflow tools

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills data-partitioner

For use in Claude.ai and ChatGPT

Download Skill