Python integration
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The Aspire Python hosting integration enables you to run Python applications alongside your Aspire projects in the Aspire app host. This integration provides first-class support for Python apps, scripts, modules, executables, and web frameworks like FastAPI.
Hosting integration
Section titled “Hosting integration”To access these types and APIs for expressing Python resources in your AppHost project, install the 📦 Aspire.Hosting.Python NuGet package:
aspire add pythonA CLI Aspire é interativa; escolhe o resultado apropriado quando solicitado:
Select an integration to add:
> python (Aspire.Hosting.Python)> Other results listed as selectable options...#:package Aspire.Hosting.Python@*<PackageReference Include="Aspire.Hosting.Python" Version="*" />Add Python app
Section titled “Add Python app”To add a Python application to your app host, use the AddPythonApp extension method to run a Python script:
var builder = DistributedApplication.CreateBuilder(args);
var python = builder.AddPythonApp( name: "python-api", projectDirectory: "../python-app", scriptPath: "main.py") .WithHttpEndpoint(port: 8000, env: "PORT");
builder.AddProject<Projects.ExampleProject>() .WithReference(python);
// After adding all resources, run the app...The AddPythonApp method requires:
- name: The name of the resource in the Aspire dashboard
- projectDirectory: The path to the directory containing your Python application
- scriptPath: The path to the Python script to run (relative to the project directory)
Add Python module
Section titled “Add Python module”To run a Python module (using python -m), use the AddPythonModule extension method:
var builder = DistributedApplication.CreateBuilder(args);
var python = builder.AddPythonModule( name: "python-module", projectDirectory: "../python-app", moduleName: "mymodule") .WithHttpEndpoint(port: 8000, env: "PORT");
// After adding all resources, run the app...The AddPythonModule method requires:
- name: The name of the resource in the Aspire dashboard
- projectDirectory: The path to the directory containing your Python application
- moduleName: The name of the Python module to run
Add Python executable
Section titled “Add Python executable”To run a Python executable or CLI tool from a virtual environment, use the AddPythonExecutable extension method:
var builder = DistributedApplication.CreateBuilder(args);
var python = builder.AddPythonExecutable( name: "python-tool", projectDirectory: "../python-app", executable: "uvicorn", args: ["main:app", "--host", "0.0.0.0", "--port", "8000"]);
// After adding all resources, run the app...Add Uvicorn app
Section titled “Add Uvicorn app”For ASGI web frameworks like FastAPI, Starlette, and Quart, use the AddUvicornApp extension method which provides built-in support for Uvicorn:
var builder = DistributedApplication.CreateBuilder(args);
var python = builder.AddUvicornApp( name: "python-api", projectDirectory: "../python-app", appName: "main:app") .WithHttpEndpoint(port: 8000, env: "PORT");
builder.AddProject<Projects.ExampleProject>() .WithReference(python);
// After adding all resources, run the app...The AddUvicornApp method requires:
- name: The name of the resource in the Aspire dashboard
- projectDirectory: The path to the directory containing your Python application
- appName: The Python module and ASGI application instance (e.g.,
main:appfor anappinstance inmain.py)
Uvicorn configuration
Section titled “Uvicorn configuration”The AddUvicornApp method supports additional configuration options:
var builder = DistributedApplication.CreateBuilder(args);
var python = builder.AddUvicornApp("python-api", "../python-app", "main:app") .WithHttpEndpoint(port: 8000, env: "PORT") .WithEnvironment("UVICORN_WORKERS", "4") .WithEnvironment("UVICORN_LOG_LEVEL", "info");
// After adding all resources, run the app...Common Uvicorn environment variables:
- UVICORN_PORT: The port to listen on
- UVICORN_HOST: The host to bind to (default:
127.0.0.1) - UVICORN_WORKERS: Number of worker processes
- UVICORN_LOG_LEVEL: Logging level (e.g.,
debug,info,warning,error)
Virtual environment management
Section titled “Virtual environment management”The Python hosting integration automatically detects and manages Python virtual environments:
Automatic virtual environment
Section titled “Automatic virtual environment”By default, the integration looks for a virtual environment in the project directory. If a requirements.txt or pyproject.toml file is found, it will automatically create and activate a virtual environment.
var builder = DistributedApplication.CreateBuilder(args);
// Automatically detects and uses virtual environmentvar python = builder.AddPythonApp("python-api", "../python-app", "main.py");
// After adding all resources, run the app...Custom virtual environment
Section titled “Custom virtual environment”To specify a custom virtual environment location, use the WithVirtualEnvironment method:
var builder = DistributedApplication.CreateBuilder(args);
var python = builder.AddPythonApp("python-api", "../python-app", "main.py") .WithVirtualEnvironment("../python-app/.venv");
// After adding all resources, run the app...Disable virtual environment
Section titled “Disable virtual environment”To disable automatic virtual environment creation, use the WithoutVirtualEnvironment method:
var builder = DistributedApplication.CreateBuilder(args);
var python = builder.AddPythonApp("python-api", "../python-app", "main.py") .WithoutVirtualEnvironment();
// After adding all resources, run the app...Package management
Section titled “Package management”The Python hosting integration supports multiple package managers and allows you to choose which one to use:
Using uv package manager
Section titled “Using uv package manager”Use the WithUv() method to explicitly use the uv package manager for faster dependency installation:
var builder = DistributedApplication.CreateBuilder(args);
var python = builder.AddUvicornApp("python-api", "../python-app", "main:app") .WithUv() .WithHttpEndpoint(port: 8000, env: "PORT");
// After adding all resources, run the app...The WithUv() method configures the Python app to use uv for package management, which is significantly faster than pip and recommended for new projects.
Using pip package manager
Section titled “Using pip package manager”Use the WithPip() method to explicitly use pip for package management:
var builder = DistributedApplication.CreateBuilder(args);
var python = builder.AddPythonApp("python-api", "../python-app", "main.py") .WithPip() .WithHttpEndpoint(port: 8000, env: "PORT");
// After adding all resources, run the app...Configure endpoints
Section titled “Configure endpoints”Python applications typically use environment variables to configure the port they listen on. Use WithHttpEndpoint to configure the port and set the environment variable:
var builder = DistributedApplication.CreateBuilder(args);
var python = builder.AddUvicornApp("python-api", "../python-app", "main:app") .WithHttpEndpoint(port: 8000, env: "PORT");
// After adding all resources, run the app...Multiple endpoints
Section titled “Multiple endpoints”You can configure multiple endpoints for a Python application:
var builder = DistributedApplication.CreateBuilder(args);
var python = builder.AddPythonApp("python-api", "../python-app", "main.py") .WithHttpEndpoint(port: 8000, env: "HTTP_PORT", name: "http") .WithHttpEndpoint(port: 8443, env: "HTTPS_PORT", name: "https");
// After adding all resources, run the app...Health checks
Section titled “Health checks”The Python hosting integration supports health checks for monitoring service health:
var builder = DistributedApplication.CreateBuilder(args);
var python = builder.AddUvicornApp("python-api", "../python-app", "main:app") .WithHttpEndpoint(port: 8000, env: "PORT") .WithHttpHealthCheck("/health");
// After adding all resources, run the app...Environment variables
Section titled “Environment variables”Pass environment variables to your Python application using the WithEnvironment method:
var builder = DistributedApplication.CreateBuilder(args);
var python = builder.AddPythonApp("python-api", "../python-app", "main.py") .WithEnvironment("DEBUG", "true") .WithEnvironment("LOG_LEVEL", "debug");
// After adding all resources, run the app...Service discovery
Section titled “Service discovery”Python applications can reference other services in the Aspire app host using service discovery:
var builder = DistributedApplication.CreateBuilder(args);
var postgres = builder.AddPostgres("postgres") .AddDatabase("mydb");
var python = builder.AddPythonApp("python-api", "../python-app", "main.py") .WithReference(postgres);
// After adding all resources, run the app...The connection string will be available as an environment variable in the Python application.
Debugging
Section titled “Debugging”The Python hosting integration provides full debugging support in Visual Studio Code:
- Install the Aspire VS Code extension
- Set breakpoints in your Python code
- Run the Aspire app host
- The debugger will automatically attach to your Python application
Deployment
Section titled “Deployment”When deploying your Aspire application, the Python hosting integration automatically generates production-ready Dockerfiles for your Python services:
# Auto-generated DockerfileFROM python:3.12-slim
WORKDIR /appCOPY requirements.txt .RUN pip install -r requirements.txt
COPY . .CMD ["python", "main.py"]