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bags

Dask Bag implements functional operations including map, filter, fold, and groupby on generic Python objects. It processes data in parallel while maintaining a small memory footprint through Python iterators. Bags function as "a parallel…

  • Skills
  • Scientific
  • 0

What it does and how to use it

A skill that teaches Claude Code to do scientific tasks well. It is packaged knowledge the model uses whenever it is relevant.

  1. Install the skill (command above).
  2. In Claude Code, describe what you need - the skill turns on by itself when the context fits.
  3. No commands to memorize: you talk in plain language and the skill does the rest.

Install (Claude Code)

mkdir -p .claude/skills/bags && curl -fsSL https://doutorai.pt/data/lib/skills__bags.md -o .claude/skills/bags/SKILL.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

# Dask Bags

## Overview

Dask Bag implements functional operations including `map`, `filter`, `fold`, and `groupby` on generic Python objects. It processes data in parallel while maintaining a small memory footprint through Python iterators. Bags function as "a parallel version of PyToolz or a Pythonic version of the PySpark RDD."

## Core Concept

A Dask Bag is a collection of Python objects distributed across partitions:
- Each partition contains generic Python objects
- Operations use functional programming patterns
- Processing uses streaming/iterators for memory efficiency
- Ideal for un

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