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SimonPaul06/data-cleaning-env

sourceHugging Faceupdated 6mo agoView on Hugging Face

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App README

DataCleaningEnv

An OpenEnv-compliant environment where an AI agent cleans messy real-world CSV datasets using structured actions.

API

Endpoint	Method	Description
`/health`	GET	Health check
`/reset`	POST	Reset environment, get initial observation
`/step`	POST	Take a cleaning action
`/state`	GET	Current environment state
`/tasks`	GET	List all tasks

Quick Start

bash

# Reset
curl -X POST /reset -d '{"task_id": "easy"}'

# Step
curl -X POST /step -d '{
  "task_id": "easy",
  "action": {"action_type": "fix_null", "column": "salary", "strategy": "mean"}
}'

# State
curl /state?task_id=easy

Tasks

Task	Difficulty	Goal
easy	Easy	Fix nulls + type errors in employee CSV
medium	Medium	Deduplicate + standardize phone/date/email
hard	Hard	Resolve conflicts from two merged data sources