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Visualize FastAPI application's routing tree and dependencies

Project description

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FastAPI Voyager

Visualize your API endpoints and explore them interactively.

Its vision is to make code easier to read and understand, serving as an ideal documentation tool.

Now supports multiple frameworks: FastAPI, Django Ninja, and Litestar.

This repo is still in early stage, it supports Pydantic v2 only.

fastapi-voyager overview

Table of Contents

Quick Start

With simple configuration, fastapi-voyager can be embedded into your web application:

from fastapi import FastAPI
from fastapi_voyager import create_voyager

app = FastAPI()

# ... define your routes ...

app.mount('/voyager',
          create_voyager(
            app,
            module_color={'src.services': 'tomato'},
            module_prefix='src.services',
            swagger_url="/docs",
            ga_id="G-XXXXXXXXVL",
            initial_page_policy='first',
            online_repo_url='https://github.com/your-org/your-repo/blob/master',
            enable_pydantic_resolve_meta=True))

Visit http://localhost:8000/voyager to explore your API visually.

For framework-specific examples (Django Ninja, Litestar), see Supported Frameworks.

View full example

Installation

Install via pip

pip install fastapi-voyager

Install via uv

uv add fastapi-voyager

Run with CLI

voyager -m path.to.your.app.module --server

For sub-application scenarios (e.g., app.mount("/api", api)), specify the app name:

voyager -m path.to.your.app.module --server --app api

Note: Sub-Application mounts are not supported yet, but you can specify the name of the FastAPI application with --app. Only a single application (default: app) can be selected.

Supported Frameworks

fastapi-voyager automatically detects your framework and provides the appropriate integration. Currently supported frameworks:

FastAPI

from fastapi import FastAPI
from fastapi_voyager import create_voyager

app = FastAPI()

@app.get("/hello")
def hello():
    return {"message": "Hello World"}

# Mount voyager
app.mount("/voyager", create_voyager(app))

Start with:

uvicorn your_app:app --reload
# Visit http://localhost:8000/voyager

Django Ninja

import os
import django
from django.core.asgi import get_asgi_application
from ninja import NinjaAPI
from fastapi_voyager import create_voyager

# Configure Django
os.environ.setdefault("DJANGO_SETTINGS_MODULE", "myapp.settings")
django.setup()

# Create Django Ninja API
api = NinjaAPI()

@api.get("/hello")
def hello(request):
    return {"message": "Hello World"}

# Create voyager ASGI app
voyager_app = create_voyager(api)

# Create ASGI application that routes between Django and voyager
async def application(scope, receive, send):
    if scope["type"] == "http" and scope["path"].startswith("/voyager"):
        await voyager_app(scope, receive, send)
    else:
        django_app = get_asgi_application()
        await django_app(scope, receive, send)

Start with:

uvicorn your_app:application --reload
# Visit http://localhost:8000/voyager

Litestar

from litestar import Litestar, get
from fastapi_voyager import create_voyager

# Create Litestar app
app = Litestar()

@get("/hello")
def hello() -> dict:
    return {"message": "Hello World"}

# Create voyager app (returns a Litestar app)
voyager_app = create_voyager(app)

# Create ASGI application that routes between main app and voyager
async def asgi_app(scope, receive, send):
    if scope["type"] == "http" and scope["path"].startswith("/voyager"):
        # Remove /voyager prefix for voyager app
        new_scope = dict(scope)
        new_scope["path"] = scope["path"][8:] or "/"
        await voyager_app(new_scope, receive, send)
    else:
        await app(scope, receive, send)

Start with:

uvicorn your_app:asgi_app --reload
# Visit http://localhost:8000/voyager

Features

fastapi-voyager is designed for scenarios using web frameworks with Pydantic models (FastAPI, Django Ninja, Litestar). It helps visualize dependencies and serves as an architecture tool to identify implementation issues such as wrong relationships, overfetching, and more.

Best Practice: When building view models following the ER model pattern, fastapi-voyager can fully realize its potential - quickly identifying which APIs use specific entities and vice versa.

Highlight Nodes and Links

Click a node to highlight its upstream and downstream nodes. Figure out the related models of one page, or how many pages are related with one model.

highlight nodes and dependencies

View Source Code

Double-click a node or route to show source code or open the file in VSCode.

view source code

Quick Search

Search schemas by name and display their upstream and downstream dependencies. Use Shift + Click on any node to quickly search for it.

quick search functionality

Display ER Diagram

ER diagram is a feature from pydantic-resolve which provides a solid expression for business descriptions. You can visualize application-level entity relationship diagrams.

from pydantic_resolve import ErDiagram, Entity, Relationship

diagram = ErDiagram(
    configs=[
        Entity(
            kls=Team,
            relationships=[
                Relationship(field='id', target_kls=list[Sprint], loader=sprint_loader.team_to_sprint_loader),
                Relationship(field='id', target_kls=list[User], loader=user_loader.team_to_user_loader)
            ]
        ),
        Entity(
            kls=Sprint,
            relationships=[
                Relationship(field='id', target_kls=list[Story], loader=story_loader.sprint_to_story_loader)
            ]
        ),
        Entity(
            kls=Story,
            relationships=[
                Relationship(field='id', target_kls=list[Task], loader=task_loader.story_to_task_loader),
                Relationship(field='owner_id', target_kls=User, loader=user_loader.user_batch_loader)
            ]
        ),
        Entity(
            kls=Task,
            relationships=[
                Relationship(field='owner_id', target_kls=User, loader=user_loader.user_batch_loader)
            ]
        )
    ]
)

# Display in voyager
app.mount('/voyager',
          create_voyager(
            app,
            er_diagram=diagram
          ))
ER diagram visualization

Show Pydantic Resolve Meta Info

Set enable_pydantic_resolve_meta=True in create_voyager, then toggle the "pydantic resolve meta" button to visualize resolve/post/expose/collect operations.

pydantic resolve meta information

Command Line Usage

Start Server

# Open in browser (default port 8000)
voyager -m tests.demo --server

# Custom port
voyager -m tests.demo --server --port=8002

# Specify app name
voyager -m tests.demo --server --app my_app

Generate DOT File

# Generate .dot file
voyager -m tests.demo

# Specify app
voyager -m tests.demo --app my_app

# Filter by schema
voyager -m tests.demo --schema Task

# Show all fields
voyager -m tests.demo --show_fields all

# Custom module colors
voyager -m tests.demo --module_color=tests.demo:red --module_color=tests.service:tomato

# Output to file
voyager -m tests.demo -o my_visualization.dot

# Version and help
voyager --version
voyager --help

About pydantic-resolve

pydantic-resolve is a lightweight tool designed to build complex, nested data in a simple, declarative way. In v2, it introduced an important feature: ER Diagram, and fastapi-voyager has supported this feature, allowing for a clearer understanding of business relationships.

The @ensure_subset decorator DefineSubset metaclass helps safely pick fields from the 'source class' while indicating the reference from the current class to the base class.

Developers can use fastapi-voyager without needing to know anything about pydantic-resolve, but I still highly recommend everyone to give it a try.

Development

Setup Development Environment

# Fork and clone the repository
git clone https://github.com/your-username/fastapi-voyager.git
cd fastapi-voyager

# Install uv
curl -LsSf https://astral.sh/uv/install.sh | sh

# Create virtual environment and install dependencies
uv venv
source .venv/bin/activate
uv pip install ".[dev]"

# Run development server
uvicorn tests.programatic:app --reload

Test Different Frameworks

You can test the framework-specific examples:

# FastAPI example
uvicorn tests.fastapi.embedding:app --reload

# Django Ninja example
uvicorn tests.django_ninja.embedding:app --reload

# Litestar example
uvicorn tests.litestar.embedding:asgi_app --reload

Visit http://localhost:8000/voyager to see changes.

Setup Git Hooks (Optional)

Enable automatic code formatting before commits:

./setup-hooks.sh
# or manually:
git config core.hooksPath .githooks

This will run Prettier automatically before each commit. See .githooks/README.md for details.

Project Structure

Frontend:

  • src/fastapi_voyager/web/vue-main.js - Main JavaScript entry

Backend:

  • voyager.py - Main entry point
  • render.py - Generate DOT files
  • server.py - Server mode

Roadmap

Dependencies

Dev dependencies

Credits

License

MIT License

Project details


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