Week1+2

.github/CODEOWNERS

@@ -1 +1 @@
-*	@end-to-end-mlops-databricks/teachers @VanessaSchl
+*	@end-to-end-mlops-databricks/teachers @VanessaSchl

.github/workflows/ci.yml

@@ -1,25 +1,25 @@
-name: CI
-
-on:
-  pull_request:
-    branches:
-      - main
-
-jobs:
-  build_and_test:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-
-      - name: Install uv
-        uses: astral-sh/setup-uv@v3
-
-      - name: Set up Python
-        run: uv python install 3.11
-
-      - name: Install the dependencies
-        run: uv sync 
-
-      - name: Run pre-commit checks
-        run: |
-          pre-commit run --all-files
+name: CI
+
+on:
+  pull_request:
+    branches:
+      - main
+
+jobs:
+  build_and_test:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v3
+
+      - name: Set up Python
+        run: uv python install 3.11
+
+      - name: Install the dependencies
+        run: uv sync 
+
+      - name: Run pre-commit checks
+        run: |
+          pre-commit run --all-files

.gitignore

@@ -1,97 +1,99 @@
-# OS X
-.DS_Store
-
-# Byte-compiled / optimized / DLL files
-__pycache__/
-*.py[cod]
-*$py.class
-
-# C extensions
-*.so
-
-# Folders
-# data/
-
-# Distribution / packaging
-.Python
-build/
-develop-eggs/
-dist/
-downloads/
-eggs/
-.eggs/
-lib/
-lib64/
-parts/
-sdist/
-var/
-wheels/
-*.egg-info/
-.installed.cfg
-*.egg
-MANIFEST
-
-# PyInstaller
-#  Usually these files are written by a python script from a template
-#  before PyInstaller builds the exe, so as to inject date/other infos into it.
-*.manifest
-*.spec
-
-# Installer logs
-pip-log.txt
-pip-delete-this-directory.txt
-
-# Unit test / coverage reports
-htmlcov/
-.tox/
-.coverage
-.coverage.*
-.cache
-nosetests.xml
-coverage.xml
-*.cover
-.hypothesis/
-.pytest_cache/
-
-# PyBuilder
-target/
-
-# Jupyter Notebook
-.ipynb_checkpoints
-
-# pyenv
-.python-version
-
-# Environments
-.env
-.venv
-env/
-venv/
-ENV/
-env.bak/
-venv.bak/
-
-# Spyder project settings
-.spyderproject
-.spyproject
-
-# Pycharm Project Settings
-.idea/
-
-# Rope project settings
-.ropeproject
-
-# mypy
-.mypy_cache/
-.dmypy.json
-dmypy.json
-
-# R project files
-**.Rproj
-*.utf8.md
-*.knit.md
-.Rproj.user
-
-# VS code configuration
-.vscode
-.history
+# OS X
+.DS_Store
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Folders
+# data/
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+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/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+.hypothesis/
+.pytest_cache/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# pyenv
+.python-version
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Pycharm Project Settings
+.idea/
+
+# Rope project settings
+.ropeproject
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# R project files
+**.Rproj
+*.utf8.md
+*.knit.md
+.Rproj.user
+
+# VS code configuration
+.vscode
+.history
+
+.databricks

.pre-commit-config.yaml

@@ -1,17 +1,17 @@
-exclude: ^tests/resources/
-repos:
-  - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.5.0
-    hooks:
-      - id: check-added-large-files
-      - id: check-json
-      - id: check-toml
-      - id: check-yaml
-      - id: end-of-file-fixer
-      - id: trailing-whitespace
-  - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.6.9
-    hooks:
-      - id: ruff
-        args: [--fix, --exit-non-zero-on-fix, --show-fixes]
-      - id: ruff-format
+exclude: ^tests/resources/
+repos:
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.5.0
+    hooks:
+      - id: check-added-large-files
+      - id: check-json
+      - id: check-toml
+      - id: check-yaml
+      - id: end-of-file-fixer
+      - id: trailing-whitespace
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.6.9
+    hooks:
+      - id: ruff
+        args: [--fix, --exit-non-zero-on-fix, --show-fixes]
+      - id: ruff-format

README.md

@@ -1,26 +1,26 @@
-<h1 align="center">
-Marvelous MLOps End-to-end MLOps with Databricks course
-
-## Practical information
-- Weekly lectures on Wednesdays 16:00-18:00 CET.
-- Code for the lecture is shared before the lecture. 
-- Presentation and lecture materials are shared right after the lecture.
-- Video of the lecture is uploaded within 24 hours after the lecture.
-
-- Every week we set up a deliverable, and you implement it with your own dataset. 
-- To submit the deliverable, create a feature branch in that repository, and a PR to main branch. The code can be merged after we review & approve & CI pipeline runs successfully.
-- The deliverables can be submitted with a delay (for example, lecture 1 & 2 together), but we expect you to finish all assignments for the course before the 25th of November.
-
-
-## Set up your environment
-In this course, we use Databricks 15.4 LTS runtime, which uses Python 3.11. 
-In our examples, we use UV. Check out the documentation on how to install it: https://docs.astral.sh/uv/getting-started/installation/
-
-To create a new environment and create a lockfile, run:
-
-```
-uv venv -p 3.11.0 venv
-source venv/bin/activate
-uv pip install -r pyproject.toml --all-extras
-uv lock
-```
+<h1 align="center">
+Marvelous MLOps End-to-end MLOps with Databricks course
+
+## Practical information
+- Weekly lectures on Wednesdays 16:00-18:00 CET.
+- Code for the lecture is shared before the lecture. 
+- Presentation and lecture materials are shared right after the lecture.
+- Video of the lecture is uploaded within 24 hours after the lecture.
+
+- Every week we set up a deliverable, and you implement it with your own dataset. 
+- To submit the deliverable, create a feature branch in that repository, and a PR to main branch. The code can be merged after we review & approve & CI pipeline runs successfully.
+- The deliverables can be submitted with a delay (for example, lecture 1 & 2 together), but we expect you to finish all assignments for the course before the 25th of November.
+
+
+## Set up your environment
+In this course, we use Databricks 15.4 LTS runtime, which uses Python 3.11. 
+In our examples, we use UV. Check out the documentation on how to install it: https://docs.astral.sh/uv/getting-started/installation/
+
+To create a new environment and create a lockfile, run:
+
+```
+uv venv -p 3.11.0 venv
+source venv/bin/activate
+uv pip install -r pyproject.toml --all-extras
+uv lock
+```