| --- |
| title: DataForge Playground |
| emoji: 📊 |
| colorFrom: blue |
| colorTo: green |
| sdk: docker |
| app_port: 7860 |
| pinned: false |
| license: apache-2.0 |
| short_description: Profile CSVs and dry-run safe repairs. |
| --- |
| |
| # DataForge Playground API |
|
|
| This is the API backend for the DataForge playground. The browser UI is deployed |
| separately through Cloudflare Workers Static Assets; this Hugging Face Docker |
| Space serves stateless CSV profiling and dry-run repair endpoints. |
|
|
| ## What It Does |
|
|
| - Profile: detects type mismatches, decimal shifts, and functional dependency |
| violations. |
| - Repair dry run: proposes fixes through SafetyFilter -> SMTVerifier and |
| returns an ephemeral transaction receipt without persisting user data. |
| - Samples: serves small deterministic CSV examples for the static frontend. |
|
|
| ## What It Does Not Do |
|
|
| - It does not persist uploaded files. |
| - It does not use cookies or analytics for file contents. |
| - It does not call an LLM by default. |
| - It does not perform autonomous production repair. |
|
|
| ## Run Locally |
|
|
| ```bash |
| python -m pip install -e ".[dev]" |
| pip install -r playground/api/requirements.txt |
| uvicorn playground.api.app:app --reload --port 7860 |
| ``` |
|
|
| ## Source |
|
|
| - Main repository: `github.com/Praneshrajan15/data-quality-env` |
| - Spec: `specs/SPEC_playground.md` |
| - License: Apache-2.0 |
|
|
