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Initial release v0.1.0
- Token-level differential privacy for LLMs - Integration with Document Privacy API - Comprehensive test suite and documentation - Examples and Jupyter notebook included
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47
.github/ISSUE_TEMPLATE/bug_report.md
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.github/ISSUE_TEMPLATE/bug_report.md
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---
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name: Bug Report
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about: Report a bug or unexpected behavior
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title: "[BUG] "
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labels: bug
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assignees: ''
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---
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## Description
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A clear description of the bug.
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## Environment
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- Python version:
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- PyTorch version:
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- Transformers version:
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- dp-fusion-lib version:
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- OS:
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- GPU (if applicable):
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## Steps to Reproduce
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```python
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# Minimal code to reproduce the issue
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from dp_fusion_lib import DPFusion
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# ...
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```
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## Expected Behavior
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What you expected to happen.
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## Actual Behavior
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What actually happened.
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## Error Traceback
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```
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Paste full traceback here
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```
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## Additional Context
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Any other context about the problem.
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.github/ISSUE_TEMPLATE/feature_request.md
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.github/ISSUE_TEMPLATE/feature_request.md
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---
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name: Feature Request
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about: Suggest a new feature or enhancement
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title: "[FEATURE] "
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labels: enhancement
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assignees: ''
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---
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## Description
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A clear description of the feature you'd like.
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## Motivation
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Why is this feature needed? What problem does it solve?
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## Proposed Solution
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If you have ideas on how to implement this, describe them here.
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## Alternatives Considered
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Any alternative solutions or features you've considered.
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## Additional Context
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Any other context, examples, or references.
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.github/PULL_REQUEST_TEMPLATE.md
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.github/PULL_REQUEST_TEMPLATE.md
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## Description
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Brief description of what this PR does.
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## Type of Change
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- [ ] Bug fix (non-breaking change that fixes an issue)
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- [ ] New feature (non-breaking change that adds functionality)
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- [ ] Breaking change (fix or feature that would cause existing functionality to change)
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- [ ] Documentation update
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- [ ] Refactoring (no functional changes)
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## Checklist
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- [ ] I have read the [CONTRIBUTING](CONTRIBUTING.md) guidelines
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- [ ] My code follows the project's code style
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- [ ] I have added tests that prove my fix/feature works
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- [ ] All new and existing tests pass
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- [ ] I have updated documentation as needed
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- [ ] My changes don't introduce new warnings
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## Testing
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Describe how you tested your changes.
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## Related Issues
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Fixes #(issue number)
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56
.github/workflows/publish.yml
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.github/workflows/publish.yml
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name: Publish to PyPI
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on:
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release:
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types: [published]
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jobs:
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build:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- name: Set up Python
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uses: actions/setup-python@v5
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with:
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python-version: "3.11"
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- name: Install build tools
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run: |
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python -m pip install --upgrade pip
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pip install build twine
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- name: Build package
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run: |
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python -m build
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- name: Check package
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run: |
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twine check dist/*
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- name: Upload artifacts
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uses: actions/upload-artifact@v4
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with:
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name: dist
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path: dist/
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publish:
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needs: build
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runs-on: ubuntu-latest
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environment: pypi
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permissions:
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id-token: write # For trusted publishing
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steps:
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- name: Download artifacts
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uses: actions/download-artifact@v4
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with:
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name: dist
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path: dist/
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- name: Publish to PyPI
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uses: pypa/gh-action-pypi-publish@release/v1
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# Uses trusted publishing (no API token needed if configured in PyPI)
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# Alternatively, use:
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# with:
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# password: ${{ secrets.PYPI_API_TOKEN }}
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63
.github/workflows/tests.yml
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.github/workflows/tests.yml
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name: Tests
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on:
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push:
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branches: [main, master]
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pull_request:
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branches: [main, master]
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jobs:
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test:
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runs-on: ubuntu-latest
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strategy:
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fail-fast: false
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matrix:
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python-version: ["3.8", "3.9", "3.10", "3.11"]
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steps:
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- uses: actions/checkout@v4
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- name: Set up Python ${{ matrix.python-version }}
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uses: actions/setup-python@v5
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with:
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python-version: ${{ matrix.python-version }}
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- name: Install dependencies
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run: |
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python -m pip install --upgrade pip
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pip install -e ".[dev]"
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- name: Run linter
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run: |
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ruff check src/
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- name: Run tests
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run: |
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pytest tests/ -v --cov=dp_fusion_lib --cov-report=term-missing
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- name: Check import works
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run: |
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python -c "from dp_fusion_lib import DPFusion, Tagger, compute_epsilon_single_group; print('Import successful')"
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lint:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- name: Set up Python
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uses: actions/setup-python@v5
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with:
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python-version: "3.11"
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- name: Install linting tools
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run: |
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python -m pip install --upgrade pip
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pip install ruff black
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- name: Check formatting with black
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run: |
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black --check src/ tests/ examples/
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- name: Lint with ruff
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run: |
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ruff check src/ tests/ examples/
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