refactored for reddis

.dockerignore

@@ -0,0 +1,29 @@
+.git
+.gitignore
+__pycache__/
+*.pyc
+*.pyo
+*.pyd
+build/
+dist/
+env/
+.venv/
+venv/
+*.db
+*.duckdb
+*.sqlite
+*.log
+*.csv
+*.parquet
+*.h5
+*.bin
+*.pt
+*.pth
+node_modules/
+.cache/
+local_data/
+uploads/
+tmp/
+analytics-data
+.vscode
+data

Dockerfile

@@ -1,15 +1,19 @@
-FROM python:3.11-slim
+FROM python:3.10-slim
 
+# Install Redis + Supervisor
 RUN apt-get update && apt-get install -y redis-server supervisor && rm -rf /var/lib/apt/lists/*
 
+# Install PyTorch CPU (version that exists for Python 3.10)
 COPY requirements.txt /tmp/
+RUN pip install --no-cache-dir torch==2.2.2 --index-url https://download.pytorch.org/whl/cpu
 RUN pip install --no-cache-dir -r /tmp/requirements.txt
 
+# Copy app
 COPY . /app
 WORKDIR /app
 
+# Copy supervisord config
 COPY supervisord.conf /etc/supervisor/conf.d/supervisord.conf
 
-EXPOSE 7860 6379
-
-CMD ["/usr/bin/supervisord", "-c", "/etc/supervisor/conf.d/supervisord.conf"]
+# Start
+CMD ["/usr/bin/supervisord", "-c", "/etc/supervisor/conf.d/supervisord.conf"]

requirements.txt

@@ -8,13 +8,11 @@ pandas>=2.2
 pyarrow>=15.0
 numpy>=1.24,<2.0
 scipy>=1.10
-scikit-learn>=1.3
-statsmodels>=0.14
+scikit-learn==1.2.2
 networkx>=3.0
-prophet>=1.1.5
+
 
 # Local LLM (Free GPU)
-torch>=2.2.0
 transformers==4.40.0
 accelerate==0.28.0
 sentence-transformers==2.7.0
@@ -28,7 +26,6 @@ upstash-redis>=0.15.0
 
 # HTTP Clients
 requests>=2.31
-aiohttp>=3.9.0
 httpx>=0.27.0
 
 # Utilities

supervisord.conf

@@ -1,22 +1,20 @@
 [supervisord]
 nodaemon=true
+loglevel=info
 
 [program:redis]
-command=redis-server --bind 0.0.0.0 --port 6379
+command=redis-server --bind 127.0.0.1 --port 6379 --maxmemory 128mb
 autostart=true
 autorestart=true
-priority=10
 
 [program:app]
 command=python -m uvicorn app.main:app --host 0.0.0.0 --port 7860
 directory=/app
 autostart=true
 autorestart=true
-priority=20
 
 [program:scheduler]
 command=python /app/scheduler_loop.py
 directory=/app
 autostart=true
-autorestart=true
-priority=30
+autorestart=true