GitHub - MaemoonFarooq/Machine-Learning-using-MLOPS: A small machine learning project using devops and mlops making CI/CD and tracking model and it's metrics

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A small machine learning project using devops and mlops making CI/CD and tracking model and it's metrics

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Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
.dvc		.dvc
.github/workflows		.github/workflows
PreprocessedWeatherData		PreprocessedWeatherData
WeatherData		WeatherData
app		app
dags		dags
images		images
logs		logs
mlruns/0		mlruns/0
models		models
tests		tests
.dockerignore		.dockerignore
.dvcignore		.dvcignore
.flake8		.flake8
.gitignore		.gitignore
Dockerfile		Dockerfile
Jenkinsfile		Jenkinsfile
Readme		Readme
airflow.cfg		airflow.cfg
airflow.db		airflow.db
del.txt		del.txt
mlflow.db		mlflow.db
requirements.txt		requirements.txt
webserver_config.py		webserver_config.py

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ML-OPS Project

FLOWS
GITHUB PUSH->FLAKE8->MERGETODEV
DAGS>DVC>AIRFLOW>MLFLOW
JENKINS>DOCKER

-- Airflow login password
 -username admin 
 -password admin

-- Commands to run AirFlow
-airflow webserver --port 8080 -D
-airflow scheduler -D

-- Commands to run MLflow
mlflow server --backend-store-uri sqlite:///mlflow.db --default-artifact-root ./mlruns --host 0.0.0.0 --port 5000

GROUP MEMBERS
Muhammad Maemoon Farooq
Muhammad Ammar