update

Co-authored-by: Copilot <copilot@github.com>

.env.example

@@ -5,5 +5,15 @@ DB_USER=root
 DB_PASSWORD=
 DB_NAME=deteksi_pmk
 
+# Railway / hosted MySQL support
+# Railway biasanya menyediakan variabel ini otomatis saat plugin database dipasang.
+MYSQLHOST=
+MYSQLPORT=
+MYSQLUSER=
+MYSQLPASSWORD=
+MYSQLDATABASE=
+DATABASE_URL=
+
 # Flask Configuration
 FLASK_SECRET=your-secret-key-here
+FLASK_DEBUG=0

Procfile

@@ -0,0 +1 @@
+web: gunicorn app:app --bind 0.0.0.0:$PORT

QUICK_START.md

@@ -22,6 +22,21 @@ python app.py
 
 Buka browser ke: **http://localhost:5000**
 
+## Deploy ke Railway
+
+Repository ini sudah disiapkan untuk Railway dengan entrypoint Flask di `app.py`.
+
+1. Hubungkan repository ini ke Railway.
+2. Tambahkan layanan database MySQL di Railway jika ingin penyimpanan riwayat berjalan.
+3. Set environment variable berikut di Railway:
+	- `FLASK_SECRET`
+	- `DATABASE_URL` atau `MYSQLHOST`, `MYSQLPORT`, `MYSQLUSER`, `MYSQLPASSWORD`, `MYSQLDATABASE`
+4. Railway akan menjalankan `gunicorn app:app --bind 0.0.0.0:$PORT`.
+
+Catatan:
+- `opencv-python-headless` dipakai supaya build Railway tidak bergantung pada library GUI.
+- Jika model belum ada di folder `models/`, jalankan training dulu sebelum deploy.
+
 ## Langkah 3: Upload Gambar & Lihat Riwayat
 
 1. **Upload**: Klik "Upload Gambar" → Pilih file → Upload
@@ -45,6 +60,8 @@ DB_HOST=localhost
 DB_USER=root
 DB_PASSWORD=
 DB_NAME=deteksi_pmk
+
+Untuk Railway, lebih aman pakai variabel environment yang disediakan oleh plugin database atau `DATABASE_URL`.
 ```
 
 ## 🔗 Useful Routes

app.py

@@ -911,4 +911,6 @@ def export_excel():
 
 
 if __name__ == '__main__':
-    app.run(host='0.0.0.0', port=5000, debug=True)
+    port = int(os.environ.get('PORT', 5000))
+    debug = os.environ.get('FLASK_DEBUG', '0') == '1'
+    app.run(host='0.0.0.0', port=port, debug=debug)

deteksi_PMK

@@ -1 +0,0 @@
-Subproject commit ce2e5771dd78cd0ade90b677c15668361743e345

railway.json

@@ -0,0 +1,11 @@
+{
+  "$schema": "https://railway.app/railway.schema.json",
+  "build": {
+    "builder": "NIXPACKS"
+  },
+  "deploy": {
+    "startCommand": "gunicorn app:app --bind 0.0.0.0:$PORT",
+    "restartPolicyType": "ON_FAILURE",
+    "restartPolicyMaxRetries": 10
+  }
+}

requirements.txt

@@ -1,4 +1,4 @@
-opencv-python==4.9.0.80
+opencv-python-headless==4.9.0.80
 numpy<2
 pandas>=2.1.0
 scikit-learn>=1.3.2
@@ -9,4 +9,5 @@ joblib>=1.3.2
 Flask>=2.3.3
 SQLAlchemy>=2.0.0
 PyMySQL>=1.1.0
-python-dotenv>=1.0.0
+python-dotenv>=1.0.0
+gunicorn>=21.2.0

utils/mysql_db.py

@@ -8,6 +8,7 @@ import json
 import datetime
 from collections import OrderedDict
 from sqlalchemy import create_engine, Column, Integer, String, Float, DateTime, Text, Boolean, ForeignKey, Table, inspect, text
+from sqlalchemy.engine import make_url
 from sqlalchemy.ext.declarative import declarative_base
 from sqlalchemy.orm import sessionmaker, relationship
 from sqlalchemy.exc import SQLAlchemyError
@@ -16,18 +17,30 @@ from sqlalchemy.exc import SQLAlchemyError
 import pytz
 TZ_INDONESIA = pytz.timezone('Asia/Jakarta')
 
-# Database configuration from environment variables
+DATABASE_URL = os.environ.get('DATABASE_URL')
-DB_HOST = os.environ.get('DB_HOST', 'localhost')
+
-DB_PORT = os.environ.get('DB_PORT', '3306')
+
-DB_USER = os.environ.get('DB_USER', 'root')
+def _build_database_uri():
-DB_PASSWORD = os.environ.get('DB_PASSWORD', '')
+    """Build a SQLAlchemy database URI from Railway or local environment variables."""
-DB_NAME = os.environ.get('DB_NAME', 'deteksi_pmk')
+    if DATABASE_URL:
+        url = make_url(DATABASE_URL)
+        if url.drivername == 'mysql':
+            url = url.set(drivername='mysql+pymysql')
+        return str(url)
+
+    db_host = os.environ.get('DB_HOST') or os.environ.get('MYSQLHOST', 'localhost')
+    db_port = os.environ.get('DB_PORT') or os.environ.get('MYSQLPORT', '3306')
+    db_user = os.environ.get('DB_USER') or os.environ.get('MYSQLUSER', 'root')
+    db_password = os.environ.get('DB_PASSWORD') or os.environ.get('MYSQLPASSWORD', '')
+    db_name = os.environ.get('DB_NAME') or os.environ.get('MYSQLDATABASE', 'deteksi_pmk')
+
+    if db_password:
+        return f"mysql+pymysql://{db_user}:{db_password}@{db_host}:{db_port}/{db_name}"
+    return f"mysql+pymysql://{db_user}@{db_host}:{db_port}/{db_name}"
+
 
 # Create database URI
-if DB_PASSWORD:
+DATABASE_URI = _build_database_uri()
-    DATABASE_URI = f"mysql+pymysql://{DB_USER}:{DB_PASSWORD}@{DB_HOST}:{DB_PORT}/{DB_NAME}"
-else:
-    DATABASE_URI = f"mysql+pymysql://{DB_USER}@{DB_HOST}:{DB_PORT}/{DB_NAME}"
 
 # Create engine
 engine = create_engine(DATABASE_URI, echo=False, pool_pre_ping=True)