Merge pull request #1 from simR122/master

aws-deplyment-configured

Author: simR122

.github/workflows/docker-deploy.yml

@@ -0,0 +1,27 @@
+name: Docker Build and Push
+
+on:
+  push:
+    branches:
+      - main
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@v3
+
+    - name: Log in to Docker Hub
+      uses: docker/login-action@v2
+      with:
+        username: ${{ secrets.DOCKER_USERNAME }}
+        password: ${{ secrets.DOCKER_PASSWORD }}
+
+    - name: Build and push Docker image
+      uses: docker/build-push-action@v4
+      with:
+        context: .
+        push: true
+        tags: ${{ secrets.DOCKER_USERNAME }}/mlops1_hotel:latest

.gitignore

@@ -13,4 +13,6 @@ MLOPS_1_RESERVATION.egg-info
 
 ################## Removed cached files ##################
 # Uncomment the following lines to remove cached files from the repository
-# git rm -r --cached config/__pycache__/
+# git rm -r --cached config/__pycache__/
+
+vendor/*

Dockerfile

@@ -1,5 +1,5 @@
-# Use a lightweight Python image
-FROM python:slim
+# Use an official Python runtime as a parent image
+FROM python:3.9-slim
 
 # Set environment variables to prevent Python from writing .pyc files & Ensure Python output is not buffered
 ENV PYTHONDONTWRITEBYTECODE=1 \
@@ -8,23 +8,20 @@ ENV PYTHONDONTWRITEBYTECODE=1 \
 # Set the working directory
 WORKDIR /app
 
-# Install system dependencies required by LightGBM
-RUN apt-get update && apt-get install -y --no-install-recommends \
-    libgomp1 \
-    && apt-get clean \
-    && rm -rf /var/lib/apt/lists/*
+# Copy the current directory contents into the container
+COPY . /app
 
-# Copy the application code
-COPY . .
+# Add the required library for LightGBM
+RUN apt-get update && apt-get install -y libgomp1 && rm -rf /var/lib/apt/lists/*
 
-# Install the package in editable mode
-RUN pip install --no-cache-dir -e .
-
-# Train the model before running the application
-RUN python pipeline/training_pipeline.py
+# Install any needed packages specified in requirements.txt
+RUN pip install --no-cache-dir -r requirements.txt
 
 # Expose the port that Flask will run on
 EXPOSE 5000
 
 # Command to run the app
-CMD ["python", "application.py"]
+CMD ["python", "application.py"]
+
+
+

README.md

@@ -1 +1,2 @@
-![alt text](image.png) keys
+![alt text](image.png) keys
+LIVE at: http://a4d76dacd85884eaaa2c0f1b1e173b67-1601615365.us-east-1.elb.amazonaws.com

aws/README.md

@@ -0,0 +1,54 @@
+# AWS CLI v2
+
+This bundle contains a built executable of the AWS CLI v2.
+
+## Installation
+
+To install the AWS CLI v2, run the `install` script:
+```
+$ sudo ./install 
+You can now run: /usr/local/bin/aws --version
+```
+This will install the AWS CLI v2 at `/usr/local/bin/aws`.  Assuming
+`/usr/local/bin` is on your `PATH`, you can now run:
+```
+$ aws --version
+```
+
+
+### Installing without sudo
+
+If you don't have ``sudo`` permissions or want to install the AWS
+CLI v2 only for the current user, run the `install` script with the `-b`
+and `-i` options:
+```
+$ ./install -i ~/.local/aws-cli -b ~/.local/bin
+``` 
+This will install the AWS CLI v2 in `~/.local/aws-cli` and create
+symlinks for `aws` and `aws_completer` in `~/.local/bin`. For more
+information about these options, run the `install` script with `-h`:
+```
+$ ./install -h
+```
+
+### Updating
+
+If you run the `install` script and there is a previously installed version
+of the AWS CLI v2, the script will error out. To update to the version included
+in this bundle, run the `install` script with `--update`:
+```
+$ sudo ./install --update
+```
+
+
+### Removing the installation
+
+To remove the AWS CLI v2, delete the its installation and symlinks:
+```
+$ sudo rm -rf /usr/local/aws-cli
+$ sudo rm /usr/local/bin/aws
+$ sudo rm /usr/local/bin/aws_completer
+```
+Note if you installed the AWS CLI v2 using the `-b` or `-i` options, you will
+need to remove the installation and the symlinks in the directories you
+specified.