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reana-cmd-plot-workflow

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REANA plotting workflow with parquet cache.

Data & Analytics#workflow#plotting#parquet#dataset#data-visualization#hexbin#reana
Authorarm2arm
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Automates the setup and execution of a self-contained REANA workflow that fetches a public Parquet dataset from S3, caches it locally, and generates a visual hex-bin plot for large astronomical samples.

Core Features & Use Cases

  • Self-contained REANA workflow: creates a reana_cmd folder with plot_cmd.py and reana.yaml for reproducible experiments.
  • Data access and caching: pulls the public shboost2024 Parquet dataset from S3 (anon) and caches ~200k-rows for fast plotting.
  • Visualization: produces a 512x512 hex-bin PNG of bprp0 vs mg0 with the y-axis inverted.
  • REANA workflow management: provides exact REANA‑client commands to create, start, monitor, and retrieve the output.

Quick Start

Create the reana_cmd workspace with the two files and run the REANA client to manage the workflow from creation to download.

Dependency Matrix

Required Modules

dask[dataframe]s3fsmatplotlibseabornpyarrow

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: reana-cmd-plot-workflow
Download link: https://github.com/arm2arm/AstroAgentAssistant/archive/main.zip#reana-cmd-plot-workflow

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