ai-agent
Koalas
Koalas: pandas API on Apache Spark
3,372 stars369 forksPythonUpdated 3/20/2024100% free · open source
What it does
Koalas allows you to use the familiar pandas API to manipulate and analyze large-scale data on Apache Spark, enabling scalable data processing with a Pythonic interface.
When to use it
- •When working with big data that exceeds the memory limits of a single machine
- •When needing to perform data analysis and machine learning tasks on distributed data
- •When already familiar with pandas and wanting to leverage its API for large-scale data processing
Ready-to-paste prompt
ks.from_pandas(pd.DataFrame({'A': [1, 2, 3], 'B': [4, 5, 6]})).groupby('A').sum().to_pandas()Heads up: Koalas requires Apache Spark to be installed and configured properly, and the Spark version must be compatible with the Koalas version, as specified in the Koalas README
Saves to your device
Use with Claude
New
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
✅ Light setup
Installs with a command or two; your AI agent can do it for you.
Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/koalas && curl -fsSL https://workflowstacks.com/api/skills/koalas/claude-skill -o ~/.claude/skills/koalas/SKILL.mdOpen in another AI app
Opens the app with this repo with the prompt ready to go — no copy-paste needed.
Use with Claude
New
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
✅ Light setup
Installs with a command or two; your AI agent can do it for you.
Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/koalas && curl -fsSL https://workflowstacks.com/api/skills/koalas/claude-skill -o ~/.claude/skills/koalas/SKILL.mdOpen in another AI app
Opens the app with this repo with the prompt ready to go — no copy-paste needed.
Details
Creator
databricks
Language
Python
Category
ai-agent
Published
1/3/2019
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