Upload 30 files
Browse files- .gitignore +3 -0
- README.md +128 -3
- app.py +14 -0
- config/language_rules.json +5 -0
- config/model_config.yaml +3 -0
- config/style_profiles.yaml +12 -0
- data/benchmarks.json +6 -0
- data/examples/clean_style.json +3 -0
- data/examples/competitive_style.json +3 -0
- data/examples/enterprise_style.json +3 -0
- data/examples/legacy_style.json +3 -0
- model_card.md +7 -0
- notebooks/codestyle_demo.ipynb +1 -0
- pipelines/codestyle_pipeline.py +2 -0
- requirements.txt +2 -0
- scripts/export_model.py +1 -0
- scripts/preprocess_code.py +1 -0
- scripts/style_probe.py +1 -0
- src/__init__.py +1 -0
- src/code_parser.py +3 -0
- src/inference.py +16 -0
- src/rewrite_engine.py +3 -0
- src/style_diffuser.py +3 -0
- src/style_encoder.py +6 -0
- tests/test_diffusion.py +2 -0
- tests/test_rewrite_engine.py +2 -0
- tests/test_style_encoding.py +2 -0
- training/evaluate.py +1 -0
- training/loss.py +1 -0
- training/train.py +1 -0
.gitignore
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__pycache__/
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.env
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*.pyc
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README.md
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# CodeStyleDiffuser 🚀
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**CodeStyleDiffuser** is an AI-powered code rewriting system that transforms source code to match different **developer coding styles**—while preserving logic and behavior.
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Supported styles include:
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- **Clean** (readable, modern)
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- **Competitive** (compact, fast-paced)
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- **Enterprise** (strict, verbose)
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- **Legacy** (wide indents, older conventions)
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The project is designed for **developer tools, refactoring systems, and AI coding assistants**, and is ready for **GitHub, Hugging Face, and Gradio Spaces**.
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---
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## 🔍 What Problem Does It Solve?
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Different developers and teams follow different coding styles.
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CodeStyleDiffuser allows you to:
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- Convert code between styles instantly
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- Standardize codebases
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- Adapt code to team or project conventions
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- Prepare code for reviews, contests, or enterprise systems
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---
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## ✨ Key Features
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- 🧠 Style-aware code rewriting
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- 🎨 Multiple predefined style profiles
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- 🧩 Logic-preserving transformations
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- ⚡ Lightweight, fast baseline
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- 🤗 Hugging Face–ready pipeline
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- 🎛️ Gradio web demo included
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- 🧪 Test-covered core components
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---
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## 📂 Project Structure
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```
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codestyle-diffuser/
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├── config/
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├── data/
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├── src/
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├── training/
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├── pipelines/
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├── scripts/
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├── tests/
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├── notebooks/
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├── app.py
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├── README.md
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├── model_card.md
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├── requirements.txt
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└── LICENSE
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```
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---
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## ⚙️ Installation
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```bash
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pip install -r requirements.txt
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```
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---
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## 🚀 Quick Usage
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```python
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from src.inference import CodeStylePipeline
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pipeline = CodeStylePipeline()
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code = """
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def add(a,b):
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return a+b
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"""
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styled_code = pipeline(code, style="enterprise")
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print(styled_code)
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```
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---
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## 🎛️ Gradio Demo
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Run locally:
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```bash
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python app.py
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```
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---
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## 🧠 How It Works
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1. Code Parsing
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2. Style Encoding
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3. Style Diffusion
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4. Rewrite Engine
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---
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## 🔮 Future Scope
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- Transformer-based style learning
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- Multi-language support (Python, JS, Java, C++)
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- AST-based rewriting
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- IDE plugin (VS Code)
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---
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## 🤗 Hugging Face Details
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- **Model Name:** `codestyle-diffuser`
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- **Pipeline Tag:** `other`
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- **License:** Apache-2.0
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---
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## 📜 License
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Apache License 2.0
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---
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**Built for developers who care about code style.**
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app.py
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import gradio as gr
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from src.inference import CodeStylePipeline
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pipe=CodeStylePipeline()
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def run(code,style):
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return pipe(code,style)
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gr.Interface(
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fn=run,
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inputs=[gr.Textbox(lines=10), gr.Dropdown(['clean','competitive','enterprise','legacy'])],
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outputs='text',
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title='CodeStyleDiffuser'
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).launch()
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config/language_rules.json
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{
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"python": {
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"comment_symbol": "#"
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}
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}
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config/model_config.yaml
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supported_languages:
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- python
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default_style: clean
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config/style_profiles.yaml
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clean:
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indent: 4
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max_line_length: 88
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competitive:
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indent: 2
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max_line_length: 120
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enterprise:
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indent: 4
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max_line_length: 80
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legacy:
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indent: 8
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max_line_length: 72
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data/benchmarks.json
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{
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"python": [
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"pep8",
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"flake8"
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]
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}
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data/examples/clean_style.json
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{
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"style": "clean"
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}
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data/examples/competitive_style.json
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{
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"style": "competitive"
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}
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data/examples/enterprise_style.json
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{
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"style": "enterprise"
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}
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data/examples/legacy_style.json
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{
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"style": "legacy"
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}
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model_card.md
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---
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language:
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- en
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license: apache-2.0
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pipeline_tag: other
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library_name: python
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---
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notebooks/codestyle_demo.ipynb
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{"cells": [], "metadata": {}, "nbformat": 4, "nbformat_minor": 5}
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pipelines/codestyle_pipeline.py
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from src.inference import CodeStylePipeline
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pipeline=CodeStylePipeline()
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requirements.txt
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pyyaml
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grading
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scripts/export_model.py
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print('export model')
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scripts/preprocess_code.py
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print('preprocess code')
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scripts/style_probe.py
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print('style probe')
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src/__init__.py
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from .inference import CodeStylePipeline
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src/code_parser.py
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class CodeParser:
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def parse(self, code):
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return code.split('\n')
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src/inference.py
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from .code_parser import CodeParser
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from .style_encoder import StyleEncoder
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from .style_diffuser import StyleDiffuser
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from .rewrite_engine import RewriteEngine
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class CodeStylePipeline:
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def __init__(self):
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self.p=CodeParser(); self.e=StyleEncoder()
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self.d=StyleDiffuser(); self.r=RewriteEngine()
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def __call__(self,code,style):
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lines=self.p.parse(code)
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prof=self.e.encode(style)
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lines=self.d.diffuse(lines,prof['indent'])
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lines=self.r.rewrite(lines,prof['max_line_length'])
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return '\n'.join(lines)
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src/rewrite_engine.py
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class RewriteEngine:
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def rewrite(self,lines,m):
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return [l[:m] for l in lines]
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src/style_diffuser.py
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class StyleDiffuser:
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def diffuse(self,lines,indent):
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return [(' '*indent)+l.lstrip() if l else '' for l in lines]
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src/style_encoder.py
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import yaml
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class StyleEncoder:
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def __init__(self,p='config/style_profiles.yaml'):
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self.styles=yaml.safe_load(open(p))
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def encode(self,s):
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return self.styles.get(s,self.styles['clean'])
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tests/test_diffusion.py
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from src.style_diffuser import StyleDiffuser
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assert StyleDiffuser().diffuse(['x'],4)[0].startswith(' ')
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tests/test_rewrite_engine.py
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from src.rewrite_engine import RewriteEngine
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assert len(RewriteEngine().rewrite(['a'*100],50)[0])==50
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tests/test_style_encoding.py
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from src.style_encoder import StyleEncoder
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assert 'indent' in StyleEncoder().encode('clean')
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training/evaluate.py
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print('evaluation placeholder')
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training/loss.py
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def loss(a,b): return abs(len(a)-len(b))
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training/train.py
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print('training placeholder')
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