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@@ -1,52 +1,52 @@
-# Use an official Python runtime as a parent image
-FROM python:3.11-slim
-
-# Set environment variables for Python
-ENV PYTHONDONTWRITEBYTECODE 1
-ENV PYTHONUNBUFFERED 1
-
-# Set the working directory in the container
-WORKDIR /app
-
-# Install system dependencies that might be needed by Python packages
-# Example: build-essential for some packages, libpq-dev for psycopg2 from source (though -binary avoids this)
-# For psycopg2-binary, typically no extra system deps are needed for common platforms if using a compatible wheel.
-# RUN apt-get update && apt-get install -y --no-install-recommends build-essential libpq-dev && rm -rf /var/lib/apt/lists/*
-
-# Copy the requirements file into the container
-COPY requirements.txt .
-
-# Install Python dependencies
-RUN pip install --no-cache-dir -r requirements.txt
-
-# Copy the application source code into the container
-# This structure assumes your main application code is within the 'tensorus' directory.
-COPY ./tensorus ./tensorus
-# If your app.py or main.py is at the root alongside Dockerfile, you'd copy it too:
-# COPY app.py . # Or specific main file if it's at the root.
-# Based on `CMD ["uvicorn", "tensorus.api.main:app"...]`, main:app is in tensorus/api/main.py.
-
-# Set default environment variables for the application
-# These can be overridden when running the container (e.g., via docker run -e or docker-compose.yml)
-ENV TENSORUS_STORAGE_BACKEND="in_memory"
-ENV TENSORUS_POSTGRES_HOST="db"
-ENV TENSORUS_POSTGRES_PORT="5432"
-ENV TENSORUS_POSTGRES_USER="tensorus_user_dockerfile"
-ENV TENSORUS_POSTGRES_PASSWORD="tensorus_pass_dockerfile"
-ENV TENSORUS_POSTGRES_DB="tensorus_db_dockerfile"
-ENV TENSORUS_POSTGRES_DSN=""
-ENV TENSORUS_API_KEY_HEADER_NAME="X-API-KEY"
-ENV TENSORUS_VALID_API_KEYS=""
-ENV TENSORUS_AUTH_JWT_ENABLED="False"
-ENV TENSORUS_AUTH_JWT_ISSUER=""
-ENV TENSORUS_AUTH_JWT_AUDIENCE=""
-ENV TENSORUS_AUTH_JWT_ALGORITHM="RS256"
-ENV TENSORUS_AUTH_JWT_JWKS_URI=""
-ENV TENSORUS_AUTH_DEV_MODE_ALLOW_DUMMY_JWT="False"
-
-# Expose the port the app runs on
-EXPOSE 7860
-
-# Define the command to run the application
-# This assumes your FastAPI app instance is named 'app' in 'tensorus.api.main'
-CMD ["uvicorn", "tensorus.api.main:app", "--host", "0.0.0.0", "--port", "7860"]
+# Use an official Python runtime as a parent image
+FROM python:3.11-slim
+
+# Set environment variables for Python
+ENV PYTHONDONTWRITEBYTECODE 1
+ENV PYTHONUNBUFFERED 1
+
+# Set the working directory in the container
+WORKDIR /app
+
+# Install system dependencies that might be needed by Python packages
+# Example: build-essential for some packages, libpq-dev for psycopg2 from source (though -binary avoids this)
+# For psycopg2-binary, typically no extra system deps are needed for common platforms if using a compatible wheel.
+# RUN apt-get update && apt-get install -y --no-install-recommends build-essential libpq-dev && rm -rf /var/lib/apt/lists/*
+
+# Copy the requirements file into the container
+COPY requirements.txt .
+
+# Install Python dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy the application source code into the container
+# This structure assumes your main application code is within the 'tensorus' directory.
+COPY ./tensorus ./tensorus
+# If your app.py or main.py is at the root alongside Dockerfile, you'd copy it too:
+# COPY app.py . # Or specific main file if it's at the root.
+# Based on `CMD ["uvicorn", "tensorus.api.main:app"...]`, main:app is in tensorus/api/main.py.
+
+# Set default environment variables for the application
+# These can be overridden when running the container (e.g., via docker run -e or docker-compose.yml)
+ENV TENSORUS_STORAGE_BACKEND="in_memory"
+ENV TENSORUS_POSTGRES_HOST="db" # Default for docker-compose setup
+ENV TENSORUS_POSTGRES_PORT="5432"
+ENV TENSORUS_POSTGRES_USER="tensorus_user_dockerfile"
+ENV TENSORUS_POSTGRES_PASSWORD="tensorus_pass_dockerfile"
+ENV TENSORUS_POSTGRES_DB="tensorus_db_dockerfile"
+ENV TENSORUS_POSTGRES_DSN=""
+ENV TENSORUS_API_KEY_HEADER_NAME="X-API-KEY"
+ENV TENSORUS_VALID_API_KEYS="" # Example: "key1,key2" - Must be set at runtime for security
+ENV TENSORUS_AUTH_JWT_ENABLED="False" # Default JWT auth to disabled
+ENV TENSORUS_AUTH_JWT_ISSUER=""
+ENV TENSORUS_AUTH_JWT_AUDIENCE=""
+ENV TENSORUS_AUTH_JWT_ALGORITHM="RS256"
+ENV TENSORUS_AUTH_JWT_JWKS_URI=""
+ENV TENSORUS_AUTH_DEV_MODE_ALLOW_DUMMY_JWT="False"
+
+# Expose the port the app runs on
+EXPOSE 7860
+
+# Define the command to run the application
+# This assumes your FastAPI app instance is named 'app' in 'tensorus.api.main'
+CMD ["uvicorn", "tensorus.api.main:app", "--host", "0.0.0.0", "--port", "7860"]

README.md

@@ -356,7 +356,6 @@ Tensorus includes a detailed metadata subsystem for describing tensors beyond th
 
 ### Streamlit UI
 
-### Streamlit UI
 
 The Streamlit UI provides a user-friendly interface for:
 

requirements-test.txt

@@ -3,7 +3,7 @@
 
 pytest
 pytest-asyncio
-httpx==0.23.0
+httpx>=0.28.1
 scipy
 semopy>=2.3
 pydantic-settings>=2.0

requirements.txt

@@ -37,7 +37,7 @@ plotly>=5.10.0
 
 # --- Testing Dependencies ---
 pytest>=7.0.0
-httpx>=0.23.0 # For FastAPI TestClient
+httpx>=0.28.1 # For FastAPI TestClient
 
 # --- Data Analysis & Modeling ---
 # Optional: For plotting example in rl_agent.py