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MLflow
export MLFLOW_TRACKING_URI=https://dagshub.com/harsh-priyam/WineQuality-Prediction-Using-MLOPS---II.mlflow export MLFLOW_TRACKING_USERNAME=harsh-priyam export MLFLOW_TRACKING_PASSWORD=d34676be0f7f95c5afd000a5be7be52ce1ba8d12 python script.py
#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: 566373416292.dkr.ecr.ap-south-1.amazonaws.com/mlproj
#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= AKIAZDGZXEMSC54UW75Q
AWS_SECRET_ACCESS_KEY= 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
AWS_REGION = us-east-1
AWS_ECR_LOGIN_URI = 625374339876.dkr.ecr.us-east-1.amazonaws.com/mlproj
ECR_REPOSITORY_NAME = simple-app
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Are you sure you want to delete this access key?
Are you sure you want to delete this access key?
Are you sure you want to delete this access key?
Are you sure you want to delete this access key?