commit submodule changes

.dockerignore

@@ -0,0 +1,24 @@
+__pycache__
+*.pyc
+*.pyo
+*.pyd
+.Python
+env/
+venv/
+.venv
+pip-log.txt
+pip-delete-this-directory.txt
+.tox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.log
+.git
+.gitignore
+.env
+.env.local
+*.db
+*.sqlite

Dockerfile

@@ -0,0 +1,25 @@
+FROM python:3.10-slim
+
+WORKDIR /app
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    && rm -rf /var/lib/apt/lists/*
+
+# Copy requirements and install Python dependencies
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy application
+COPY . .
+
+# Expose port
+EXPOSE 5000
+
+# Run Flask app
+ENV FLASK_APP=app.py
+ENV FLASK_ENV=production
+ENV BACKEND_PORT=5000
+
+CMD ["python", "app.py"]

app.py

@@ -1,8 +1,3 @@
-"""
-Crime Hotspot Prediction API Server
-Backend Flask application for serving crime predictions and hotspot data
-"""
-
 import os
 import sys
 from datetime import datetime, timedelta