Creating conda environment
conda create -p venv python==3.7 -y
conda activate venv/
OR
source activate venv/
pip install -r requirements.txt
To Add files to git
git add .
OR
git add <file_name>
Note: To ignore file or folder from git we can write name of file/folder in .gitignore file
To check the git status
git status
To check all version maintained by git
git log
To create version/commit all changes by git
git commit -m "message"
To send version/changes to github
git push origin main
To check remote url
git remote -v
To setup CI/CD pipeline in heroku we need 3 information
- HEROKU_EMAIL = dhruv7477@gmail.com
- HEROKU_API_KEY = <>
- HEROKU_APP_NAME = ml-regression-app
BUILD DOCKER IMAGE
docker build -t <image_name>:<tagname> .
Note: Image name for docker must be lowercase
To list docker image
docker images
Run docker image
docker run -p 5000:5000 -e PORT=5000 091f34db4eb5
To check running container in docker
docker ps
To stop docker conatiner
docker stop <container_id>
python setup.py install
Data Drift: When your datset stats gets change we call it as data drift