curl -fsSL https://pkg.jenkins.io/debian-stable/jenkins.io-2023.key | sudo tee \
/usr/share/keyrings/jenkins-keyring.asc > /dev/null
echo deb [signed-by=/usr/share/keyrings/jenkins-keyring.asc] \
https://pkg.jenkins.io/debian-stable binary/ | sudo tee \
/etc/apt/sources.list.d/jenkins.list > /dev/null
sudo apt-get update
sudo apt-get install jenkins
sudo apt update
sudo apt install fontconfig openjdk-17-jre
java -version
sudo systemctl enable jenkins
sudo systemctl start jenkins
sudo systemctl status jenkinssudo cat /var/lib/jenkins/secrets/initialAdminPassword
# Add Docker's official GPG key:
sudo apt-get update
sudo apt-get install ca-certificates curl gnupg
sudo install -m 0755 -d /etc/apt/keyrings
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /etc/apt/keyrings/docker.gpg
sudo chmod a+r /etc/apt/keyrings/docker.gpg
# Add the repository to Apt sources:
for pkg in docker.io docker-doc docker-compose podman-docker containerd runc; do sudo apt-get remove $pkg; done
echo \
"deb [arch="$(dpkg --print-architecture)" signed-by=/etc/apt/keyrings/docker.gpg] https://download.docker.com/linux/ubuntu \
"$(. /etc/os-release && echo "$VERSION_CODENAME")" stable" | \
sudo tee /etc/apt/sources.list.d/docker.list > /dev/null
sudo apt-get update
sudo apt-get install docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugingit clone https://github.com/manifoldailearning/ml-ci-cd-test.git
cd ml-ci-cd-test
docker build -t loan_pred:v1 .
docker run -d -it --name modelv2 -p 8005:8005 manifoldailearning/modelv1:26 bash
var=docker ps --format "{{.Names}}" | head -n 1
docker pull manifoldailearning/modelv1:26
docker exec modelv1 python prediction_model/training_pipeline.py
docker exec modelv1 pytest -v --junitxml TestResults.xml --cache-clear
docker cp modelv1:/code/src/TestResults.xml .
docker exec -d -w /code modelv1 uvicorn main:app --proxy-headers --host 0.0.0.0 --port 8005
uvicorn new-file:app --proxy-headers --host 0.0.0.0 --port 8005
var=$(docker ps --format "{{.Names}}" | head -n 1)
{
"Gender": "Male",
"Married": "No",
"Dependents": "2",
"Education": "Graduate",
"Self_Employed": "No",
"ApplicantIncome": 5849,
"CoapplicantIncome": 0,
"LoanAmount": 1000,
"Loan_Amount_Term": 1,
"Credit_History": "1.0",
"Property_Area": "Rural"
}
```hvrihyxlivcwfusy
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