Nico dev

.devcontainer/Dockerfile

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+ARG VARIANT="3.11-bookworm"
+# INFO, full list of python devcontainers available:
+    # https://mcr.microsoft.com/v2/vscode/devcontainers/python/tags/list
+FROM mcr.microsoft.com/vscode/devcontainers/python:${VARIANT}
+
+ENV PATH="/home/vscode/.local/bin:${PATH}"

.devcontainer/devcontainer.json

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+{
+"name": "Python 3",
+"build": {
+"dockerfile": "Dockerfile",
+"context": "..",
+"args": {
+"VARIANT": "3.11-bookworm"
+}
+},
+"customizations": {
+"vscode": {
+"settings": {
+"python.defaultInterpreterPath": "/workspaces/tutorial-group-1/.venv/bin/python",
+"python.terminal.activateEnvironment": true,
+"python.testing.pytestArgs": [
+"tests"
+],
+"python.testing.pytestEnabled": true,
+"python.testing.unittestEnabled": false,
+"python.testing.pytestPath": "/workspaces/tutorial-group-1/.venv/bin/pytest"
+},
+"extensions": [
+"bierner.markdown-mermaid",
+"charliermarsh.ruff",
+"EditorConfig.EditorConfig",
+"github.vscode-github-actions",
+"ms-toolsai.jupyter",
+"ms-toolsai.jupyter-keymap",
+"ms-toolsai.jupyter-renderers",
+"ms-python.python",
+"ms-python.vscode-pylance",
+"ms-toolsai.vscode-jupyter-cell-tags",
+"ms-toolsai.vscode-jupyter-slideshow",
+"ms-vsliveshare.vsliveshare",
+"ryanluker.vscode-coverage-gutters"
+]
+}
+},
+"forwardPorts": [
+8888
+],
+"portsAttributes": {
+"8888": {
+"label": "Jupyter Notebook"
+}
+},
+"updateContentCommand": "git config --global --add safe.directory /workspaces/tutorial-group-1; make create_venv; echo 'NOTE: PyTorch is NOT installed by default. To install PyTorch (CPU-only), run: source .venv/bin/activate && make install-torch'",
+"postCreateCommand": "echo 'source /workspaces/tutorial-group-1/.venv/bin/activate' >> ~/.bashrc; echo 'echo -e \"\\n⚠️  IMPORTANT: PyTorch is not installed by default due to size constraints.\"' >> ~/.bashrc; echo 'echo \"To install PyTorch (CPU-only ~730MB), run:\"' >> ~/.bashrc; echo 'echo \"  source .venv/bin/activate && make install-torch\"' >> ~/.bashrc",
+"remoteUser": "root",
+"features": {
+"git": "latest",
+"github-cli": "latest"
+}
+}

.gitattributes

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+# Auto detect text files and perform LF normalization
+* text=auto

.github/workflows/main.yml

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+name: Linting
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - main
+
+permissions:
+  contents: read
+
+jobs:
+  lint:
+    name: Linting (Python ${{ matrix.python-version }})
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: true
+      matrix:
+        python-version: ['3.11']
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Install dependencies
+        run: |
+          python3 -m pip install --upgrade pip
+          pip install -e .[dev]
+          # Install PyTorch CPU-only version for CI
+          pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
+      - name: Linting with pre-commit
+        run: pre-commit run --all-files

.github/workflows/render-notebook.yml

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+name: Render Notebook to HTML
+
+on:
+  push:
+    branches:
+      - main
+    paths:
+      - 'notebooks/tutorial_few_shot_learning.ipynb'
+  pull_request:
+    branches:
+      - main
+    paths:
+      - 'notebooks/tutorial_few_shot_learning.ipynb'
+  workflow_dispatch:
+
+permissions:
+  contents: write
+
+jobs:
+  render:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Setup Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+
+      - name: Install dependencies
+        run: |
+          python3 -m pip install --upgrade pip
+          pip install nbconvert jupyter
+
+      - name: Convert notebook to HTML
+        run: |
+          jupyter nbconvert \
+            --to html \
+            notebooks/tutorial_few_shot_learning.ipynb \
+            --output tutorial_few_shot_learning.html \
+            --output-dir docs/
+
+      # Only commit on push to main, NOT on PRs
+      - name: Commit rendered HTML
+        if: github.event_name == 'push' && github.ref == 'refs/heads/main'
+        run: |
+          git config --local user.email "github-actions[bot]@users.noreply.github.com"
+          git config --local user.name "github-actions[bot]"
+          git add docs/tutorial_few_shot_learning.html
+          if ! git diff --staged --quiet; then
+            git commit -m "Auto-render notebook to HTML [skip ci]"
+            git push
+          else
+            echo "No changes to commit"
+          fi

.gitignore

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+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+data/
+
+.DS_Store

.pre-commit-config.yaml

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+# pre-commit: A framework for managing and maintaining multi-language pre-commit hooks
+# after configuration is complete, do these steps:
+    # pre-commit install
+    # pre-commit run --all-files
+# to skip pre-commmit-config when git-committing in terminal, add this: "--no-verify" option.
+
+ci:
+  autoupdate_commit_msg: "chore: update pre-commit hooks"
+  autofix_commit_msg: "style: pre-commit fixes"
+
+repos:
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.5.0
+    hooks:
+      - id: check-added-large-files
+        stages: [manual]
+      - id: check-case-conflict
+        stages: [manual]
+      - id: check-merge-conflict
+        stages: [manual]
+      - id: check-symlinks
+        stages: [manual]
+      - id: mixed-line-ending
+        stages: [manual]
+      - id: name-tests-test
+        stages: [manual]
+        args: [--pytest-test-first]
+  # pygrep-hooks: a collection of fast, cheap, regex based pre-commit hooks
+  - repo: https://github.com/pre-commit/pygrep-hooks
+    rev: v1.10.0
+    hooks:
+      - id: python-no-log-warn
+        stages: [manual]
+      - id: python-no-eval
+        stages: [manual]
+        exclude: ^src/few_shot_utils/(train|evaluate)\.py$
+      - id: rst-directive-colons
+        stages: [manual]
+      - id: rst-inline-touching-normal
+        stages: [manual]
+  # check-manifest: This makes sense only if you have MANIFEST.in (TODO:review)
+  - repo: https://github.com/mgedmin/check-manifest
+    rev: "0.47"
+    hooks:
+      - id: check-manifest
+        stages: [manual]
+  # pip audit to check for known pip vulnerabilities, supports pyproject.toml
+  - repo: https://github.com/pypa/pip-audit
+    rev: v2.7.1
+    hooks:
+      - id: pip-audit
+        stages: [manual]
+  #Ruff linter and formatter
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.8.2
+    hooks:
+      # Recommended to run linter first of automatic fixes are enabled (as some linting fixes might require reformatting)
+      - id: ruff
+        #Automatic linting fixes
+        types_or: [ python, pyi, jupyter ]
+        args: [ --fix ]
+        stages: [manual]
+      - id: ruff-format
+        types_or: [ python, pyi, jupyter ]
+        stages: [manual]

.vscode/settings.json

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+{
+  "files.trimTrailingWhitespace": true,
+  "git.autofetch": true,
+  "[jsonc]": {"editor.defaultFormatter": "vscode.json-language-features"},
+  "[python]": {
+    "editor.defaultFormatter": "charliermarsh.ruff",
+    "editor.formatOnSave": false
+  },
+  "[jupyter]": {
+    "editor.defaultFormatter": "charliermarsh.ruff"
+  }
+}