Chicken-Disease-Classification--Project
Workflows
- Update config.yaml
- Update secrets.yaml [Optional]
- Update params.yaml
- Update the entity
- Update the configuration manager in src config
- Update the components
- Update the pipeline
- Update the main.py
- Update the dvc.yaml
How to run?
STEPS:
Clone the repository
https://github.com/entbappy/Chicken-Disease-Classification--Project
STEP 01- Create a conda environment after opening the repository
conda create -n cnncls python=3.8 -y
conda activate cnncls
STEP 02- install the requirements
pip install -r requirements.txt
# Finally run the following command
python app.py
python app.py
Now,
open up you local host and port
DVC cmd
- dvc init
- dvc repro
- dvc dag
AWS-CICD-Deployment-with-Github-Actions
1. Login to AWS console.
2. Create IAM user for deployment
#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
3. Create ECR repo to store/save docker image
- Save the URI: 566373416292.dkr.ecr.us-east-1.amazonaws.com/chicken
4. Create EC2 machine (Ubuntu)
5. Open EC2 and Install docker in EC2 Machine:
#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
6. Configure EC2 as self-hosted runner:
setting>actions>runner>new self hosted runner> choose os> then run command one by one
7. Setup github secrets:
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
AZURE-CICD-Deployment-with-Github-Actions
Save pass:
s3cEZKH5yytiVnJ3h+eI3qhhzf9q1vNwEi6+q+WGdd+ACRCZ7JD6
Run from terminal:
docker build -t chickenapp.azurecr.io/chicken:latest .
docker login chickenapp.azurecr.io
docker push chickenapp.azurecr.io/chicken:latest
Deployment Steps:
- Build the Docker image of the Source Code
- Push the Docker image to Container Registry
- Launch the Web App Server in Azure
- Pull the Docker image from the container registry to Web App server and run