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Click "Use this template" to get a copy in your GitHub account.
In your shell ($ prompt) terminal (Windows users: inside WSL), go to your Repos folder, clone your new repository URL, and change directory into it:
cd~/Repos
git clone https://github.com/YOUR_ACCOUNT/pro-analytics-apache-starter
cd pro-analytics-apache-starter
3. Create Python Virtual Environment
Run the following commands in your shell ($ prompt) terminal. Windows users use WSL.
git pull origin main
uv python pin 3.12
uv venv
source .venv/bin/activate
uv sync --extra dev --extra docs --upgrade
uv run pre-commit install
4. Run Example
uv run python src/analytics_project/test-pyspark.py
5. After Modifications
Change your commit message to explain what was done, e.g. "add new .py file".
git add .
git commit -m "your change in quotes"
git push -u origin main
---
## Troubleshooting### JDK Versions
If you have multiple JDK versions installed (either 17 or 21 should work), you can selectwhich one is active using:
```shellsudo update-alternatives --config java
Spark Error (/opt/spark)
If you see:
FileNotFoundError: [Errno 2] No such file or directory: '/opt/spark/./bin/spark-submit'
FAIL: Exception during test. See logs above.
# Check what's setecho$SPARK_HOME# Probably shows /opt/spark# Temporarily unset itunset SPARK_HOME
# Test again
uv run python src/analytics_project/test-pyspark.py
