Merge pull request #2 from ahsan-javed-ds/feat/mlops-pipeline-addition

Feat/mlops pipeline addition

Author: ahsan-javed-ds

.github/workflows/test.yml

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+name: CI Pipeline
+
+# Trigger on push or pull request to the main branch or your feature branch
+on:
+  push:
+    branches: [ "main", "feat/mlops-pipeline-addition" ]
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+  build-and-test:
+    runs-on: ubuntu-latest
+
+    steps:
+    # 1. Check out the repository code
+    - name: Checkout Code
+      uses: actions/checkout@v3
+
+    # 2. Set up Python environment
+    - name: Set up Python 3.9
+      uses: actions/setup-python@v3
+      with:
+        python-version: "3.9"
+
+    # 3. Install dependencies
+    - name: Install Dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -r requirements.txt
+        pip install pytest flake8
+
+    # 4. Lint with Flake8
+    - name: Lint with Flake8
+      run: |
+        # stop the build if there are Python syntax errors or undefined names
+        flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
+
+    # 5. Test Application Startup (Syntax Check)
+    - name: Check FastAPI Syntax
+      run: |
+        # This compiles the python file to check for syntax errors without running the server
+        python -m compileall fastapi_app.py

Dockerfile

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+# Using a lightweight Python base image
+FROM python:3.9-slim
+
+# Setting 'Working Directory' inside the container
+WORKDIR /app
+
+# Installing System Dependencies
+RUN apt-get update && apt-get install -y \
+    libgomp1 \
+    && rm -rf /var/lib/apt/lists/*
+
+# Copy dependency list first (for better caching)
+COPY requirements.txt .
+
+# Install dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy the Application Code and Model Files
+COPY fastapi_app.py .
+COPY *.joblib .
+
+# Expose the port FastAPI will be running
+EXPOSE 8000
+
+# Command To run the application
+CMD ["uvicorn", "fastapi_app:app", "--host", "0.0.0.0", "--port", "8000"]