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Clone the repository
https://github.com/ItzmeAkash/Wine-Quality-Tester/raw/main/winequality-data.zip
conda create -n winetester python=3.8 -y
conda activate winetester
pip install -r requirements.txt
# Finally run the following Command
python app.py
Now,
open up you local host and port
MLFLOW_TRACKING_URI=https://dagshub.com/itzmeakashps/Wine-Quality-Tester.mlflow MLFLOW_TRACKING_USERNAME=itzmeakashps MLFLOW_TRACKING_PASSWORD=d587244e64e62ea9ab9a724d252a21ca83c524fe python script.py
Run this to export as env variables
export MLFLOW_TRACKING_URL=https://dagshub.com/itzmeakashps/Wine-Quality-Tester.mlflow
export MLFLOW_TRACKING_USERNAME = itzmeakashps
export MLFLOW_TRACKING_PASSWORD = d587244e64e62ea9ab9a724d252a21ca83c524fe
#with specific access
1. EC2 access : It is virtual machine
2. ECR: Elastic Container registry to save your docker image in aws
#Description: About the deployment
1. Build docker image of the source code
2. Push your docker image to ECR
3. Launch Your EC2
4. Pull Your image from ECR in EC2
5. Lauch your docker image in EC2
#Policy:
1. AmazonEC2ContainerRegistryFullAccess
2. AmazonEC2FullAccess
- Save the URI: 479278133245.dkr.ecr.us-east-1.amazonaws.com/wine
#optinal
sudo apt-get update -y
sudo apt-get upgrade
#required
curl -fsSL https://get.docker.com -o get-docker.sh
sudo sh get-docker.sh
sudo usermod -aG docker ubuntu
newgrp docker
setting>actions>runner>new self hosted runner> choose os> then run command one by one
AWS_ACCESS_KEY_ID=
AWS_SECRET_ACCESS_KEY=
AWS_REGION = us-east-1
AWS_ECR_LOGIN_URI = demo>> 566373416292.dkr.ecr.ap-south-1.amazonaws.com
ECR_REPOSITORY_NAME = simple-app
MLflow
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Are you sure you want to delete this access key?
Are you sure you want to delete this access key?