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spark-builder

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Build PySpark & Spark SQL jobs.

Data & Analytics#mlops#data engineering#big data#spark#pyspark#spark sql
Authorinbharatai
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill simplifies the creation and management of PySpark and Spark SQL jobs, enabling users to efficiently develop data processing and analytics pipelines.

Core Features & Use Cases

  • Code Generation: Write PySpark and Spark SQL code for RDDs, DataFrames, and streaming.
  • MLlib Integration: Develop machine learning models using Spark's MLlib library.
  • Cluster Configuration: Assist with configuring Spark clusters for optimal performance.
  • Use Case: A data engineer needs to build a streaming data pipeline to process real-time clickstream data. This Skill can generate the PySpark code for reading from Kafka, performing transformations, and writing to a data lake.

Quick Start

Use the spark-builder skill to generate a PySpark script for reading a CSV file into a DataFrame.

Dependency Matrix

Required Modules

pythonpyspark

Components

references

💻 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: spark-builder
Download link: https://github.com/inbharatai/claude-skills/archive/main.zip#spark-builder

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