Automated Deployment script added

app.py

@@ -16,6 +16,8 @@ model_id = "openai/whisper-small"
 client = InferenceClient(model_id)
 pipe = pipeline("automatic-speech-recognition", model=model_id) #, device=device)
 
+print(f'The Server is Running !!!')
+
 def transcribe(inputs, use_api):
     start = time.time()
     API_STATUS = ''

my_key

@@ -0,0 +1,7 @@
+-----BEGIN OPENSSH PRIVATE KEY-----
+b3BlbnNzaC1rZXktdjEAAAAABG5vbmUAAAAEbm9uZQAAAAAAAAABAAAAMwAAAAtzc2gtZW
+QyNTUxOQAAACDdxzCugxOrMl8rh/n/du1nZHcj9vseRA7okxOZW7ph2gAAAJAlaoGRJWqB
+kQAAAAtzc2gtZWQyNTUxOQAAACDdxzCugxOrMl8rh/n/du1nZHcj9vseRA7okxOZW7ph2g
+AAAEDw9BI1H8LS1o/tfTLaDc1/HhO/owO6EeyL1B0QK9hnct3HMK6DE6syXyuH+f927Wdk
+dyP2+x5EDuiTE5lbumHaAAAAC2FidmVuQGFidmVuAQI=
+-----END OPENSSH PRIVATE KEY-----

my_key.pub

@@ -0,0 +1 @@
+ssh-ed25519 AAAAC3NzaC1lZDI1NTE5AAAAIN3HMK6DE6syXyuH+f927WdkdyP2+x5EDuiTE5lbumHa abven@abven

setup.sh

@@ -0,0 +1,71 @@
+#! /bin/bash
+
+# Server details
+PORT=22013
+HOST=paffenroth-23.dyn.wpi.edu
+USER=student-admin
+
+ssh_key_path=./
+old_ssh_key_name=./student-admin_key
+
+# remove keys if already present
+rm -f $ssh_key_path/my_key*
+
+# TODO : Add password to the ssh key and store it in a file and read the file and get the password
+
+# Generate SSH key
+ssh-keygen -f my_key -t ed25519 -N ""
+
+# Copy the private key into a variable
+# new_ssh_key=$(<my_key)
+
+# # Print the private key
+# echo "Private Key:"
+# echo "$new_ssh_key"
+
+# Copy the public key into a new_ssh_key variable
+new_ssh_pub_key=$(<my_key.pub)
+
+# Print the public key
+echo "Public Key:"
+echo "$new_ssh_pub_key"
+
+# Use the old SSH key to connect to the server and append the new public key to authorized_keys
+ssh -i "$old_ssh_key_name" -p "$PORT" "$USER@$HOST" "echo '$new_ssh_pub_key' >> /home/student-admin/.ssh/authorized_keys && chmod 600 /home/student-admin/.ssh/authorized_keys"
+
+# TODO : Comment the old ssh key in the authorized_keys file
+# 
+
+# Verify if the key has been added successfully
+echo "New public key added to authorized_keys on the server."
+
+# Make a variable to store the SSH connection command with 
+SSH_CONNECTION="ssh -i my_key -p $PORT $USER@$HOST"
+
+# run a command to create apt install python3-venv
+# ssh -i "$old_ssh_key_name" -p "$PORT" "$USER@$HOST" "sudo apt-get update && sudo apt-get install python3-venv"
+$SSH_CONNECTION "sudo apt-get update && sudo apt-get install python3-venv"
+
+VENV=./env
+
+# creating a virtual environment
+# ssh -i "$old_ssh_key_name" -p "$PORT" "$USER@$HOST" "python3 -m venv $VENV"
+$SSH_CONNECTION "python3 -m venv $VENV"
+
+echo "Virtual environment created. in $VENV"
+
+# path of git repo
+GIT_REPO_PATH=https://github.com/VenkateshRoshan/MLOPs-CaseStudy1.git
+
+# Clone the git repo
+# ssh -i "$old_ssh_key_name" -p "$PORT" "$USER@$HOST" "git clone $GIT_REPO_PATH"
+$SSH_CONNECTION "git clone $GIT_REPO_PATH"
+
+# Activate the virtual environment
+# ssh -i "$old_ssh_key_name" -p "$PORT" "$USER@$HOST" "source $VENV/bin/activate && sudo apt install ffmpeg && cd MLOPs-CaseStudy1 && pip install -r requirements.txt"
+$SSH_CONNECTION "source $VENV/bin/activate && sudo apt install ffmpeg && cd MLOPs-CaseStudy1 && pip install -r requirements.txt"
+
+# Activate the virtual environment and run the server
+$SSH_CONNECTION "source $VENV/bin/activate && cd MLOPs-CaseStudy1 && python3 app.py"
+
+# The URL Path : rcpaffenroth-23.dyn.wpi.edu:8013 (Gradio Port (8000) + Group Number(13) )

student-admin_key

@@ -0,0 +1,7 @@
+-----BEGIN OPENSSH PRIVATE KEY-----
+b3BlbnNzaC1rZXktdjEAAAAABG5vbmUAAAAEbm9uZQAAAAAAAAABAAAAMwAAAAtzc2gtZW
+QyNTUxOQAAACAACRjdkS5FFxssF234a3fpZuOrXaEn1A4rLSxUNy+vbQAAAKAnwtEgJ8LR
+IAAAAAtzc2gtZWQyNTUxOQAAACAACRjdkS5FFxssF234a3fpZuOrXaEn1A4rLSxUNy+vbQ
+AAAEBUA21ze68DxYwSY9Fn+Tv8nDJ+sG4CzyfXy/QbRuqZmQAJGN2RLkUXGywXbfhrd+lm
+46tdoSfUDistLFQ3L69tAAAAGnJjcGFmZmVucm90aEBwYWZmZW5yb3RoLTIzAQID
+-----END OPENSSH PRIVATE KEY-----