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| """ |
| FastAPI application for the Pathology Env Environment. |
| |
| This module creates an HTTP server that exposes the PathologyEnvironment |
| over HTTP and WebSocket endpoints, compatible with EnvClient. |
| |
| Endpoints: |
| - POST /reset: Reset the environment |
| - POST /step: Execute an action |
| - GET /state: Get current environment state |
| - GET /schema: Get action/observation schemas |
| - WS /ws: WebSocket endpoint for persistent sessions |
| |
| Usage: |
| # Development (with auto-reload): |
| uvicorn server.app:app --reload --host 0.0.0.0 --port 8000 |
| |
| # Production: |
| uvicorn server.app:app --host 0.0.0.0 --port 8000 --workers 4 |
| |
| # Or run directly: |
| python -m server.app |
| """ |
|
|
| try: |
| from openenv.core.env_server.http_server import create_app |
| except Exception as e: |
| raise ImportError( |
| "openenv is required for the web interface. Install dependencies with '\n uv sync\n'" |
| ) from e |
|
|
| try: |
| from ..models import PathologyAction, PathologyObservation |
| from .pathology_env_environment import PathologyEnvironment |
| except (ImportError, ModuleNotFoundError): |
| from models import PathologyAction, PathologyObservation |
| from server.pathology_env_environment import PathologyEnvironment |
|
|
|
|
| |
| app = create_app( |
| PathologyEnvironment, |
| PathologyAction, |
| PathologyObservation, |
| env_name="pathology_env", |
| max_concurrent_envs=1, |
| ) |
|
|
| |
| app.routes[:] = [r for r in app.routes if not (hasattr(r, 'path') and r.path == '/' and hasattr(r, 'methods') and 'GET' in r.methods)] |
|
|
| |
| @app.get("/", include_in_schema=False) |
| async def root(): |
| from fastapi.responses import HTMLResponse |
| html = """<!DOCTYPE html> |
| <html lang="en"> |
| <head> |
| <meta charset="UTF-8"> |
| <meta name="viewport" content="width=device-width, initial-scale=1.0"> |
| <title>Blood Pathology LIMS Environment</title> |
| <style> |
| * { margin: 0; padding: 0; box-sizing: border-box; } |
| body { font-family: 'Segoe UI', system-ui, -apple-system, sans-serif; background: #0d1117; color: #e6edf3; min-height: 100vh; display: flex; align-items: center; justify-content: center; } |
| .container { max-width: 720px; padding: 48px 36px; } |
| h1 { font-size: 2rem; margin-bottom: 8px; } |
| .badge { display: inline-block; background: #238636; color: #fff; padding: 3px 10px; border-radius: 12px; font-size: 0.8rem; font-weight: 600; margin-bottom: 24px; } |
| .desc { color: #8b949e; font-size: 1.05rem; line-height: 1.6; margin-bottom: 32px; } |
| h2 { font-size: 1.1rem; color: #58a6ff; margin-bottom: 12px; } |
| .endpoints { background: #161b22; border: 1px solid #30363d; border-radius: 8px; padding: 16px 20px; margin-bottom: 28px; } |
| .ep { display: flex; justify-content: space-between; padding: 6px 0; border-bottom: 1px solid #21262d; font-size: 0.95rem; } |
| .ep:last-child { border-bottom: none; } |
| .ep .method { color: #7ee787; font-family: monospace; font-weight: 600; } |
| .ep .path { color: #e6edf3; font-family: monospace; } |
| .ep .info { color: #8b949e; } |
| .tasks { display: flex; gap: 12px; margin-bottom: 28px; } |
| .task { background: #161b22; border: 1px solid #30363d; border-radius: 8px; padding: 12px 20px; flex: 1; text-align: center; text-decoration: none; color: inherit; transition: border-color 0.2s; } |
| .task:hover { border-color: #58a6ff; } |
| .task .level { font-weight: 700; font-size: 1rem; } |
| .task.easy .level { color: #7ee787; } |
| .task.medium .level { color: #d29922; } |
| .task.hard .level { color: #f85149; } |
| .task .variants { color: #8b949e; font-size: 0.8rem; margin-top: 4px; } |
| .scores { background: #161b22; border: 1px solid #30363d; border-radius: 8px; overflow: hidden; margin-bottom: 28px; } |
| .scores table { width: 100%; border-collapse: collapse; font-size: 0.9rem; } |
| .scores th { background: #21262d; padding: 8px 12px; text-align: left; color: #8b949e; font-weight: 600; } |
| .scores td { padding: 8px 12px; border-top: 1px solid #21262d; } |
| .scores tr:hover { background: #1c2128; } |
| .playground-btn { display: block; text-align: center; background: #238636; color: #fff; padding: 14px 28px; border-radius: 8px; font-size: 1rem; font-weight: 600; text-decoration: none; margin-bottom: 28px; transition: background 0.2s; } |
| .playground-btn:hover { background: #2ea043; } |
| .footer { color: #484f58; font-size: 0.8rem; text-align: center; margin-top: 16px; } |
| a { color: #58a6ff; text-decoration: none; } |
| </style> |
| </head> |
| <body> |
| <div class="container"> |
| <h1>🩸 Blood Pathology LIMS Environment</h1> |
| <span class="badge">● Running</span> |
| <p class="desc">High-fidelity clinical pathology diagnostic environment. The agent interprets blood biomarker panels against context-adjusted reference ranges, cross-references medications for drug-lab interactions, and issues ICD-10–coded diagnostic reports.</p> |
| |
| <a href="/web/" class="playground-btn">🧪 Open Interactive Playground</a> |
| |
| <h2>Task Difficulty</h2> |
| <div class="tasks"> |
| <div class="task easy"><div class="level">Easy</div><div class="variants">3 variants</div></div> |
| <div class="task medium"><div class="level">Medium</div><div class="variants">3 variants</div></div> |
| <div class="task hard"><div class="level">Hard</div><div class="variants">2 variants</div></div> |
| </div> |
| |
| <h2>Baseline Scores</h2> |
| <div class="scores"> |
| <table> |
| <tr><th>Model</th><th>Easy</th><th>Medium</th><th>Hard</th><th>Avg</th></tr> |
| <tr><td>Gemma-4-26B-A4B</td><td>0.99</td><td>0.94</td><td>0.08</td><td><b>0.67</b></td></tr> |
| <tr><td>Gemma-4-31B</td><td>0.99</td><td>0.94</td><td>0.30</td><td><b>0.74</b></td></tr> |
| <tr><td>Qwen 3.6 Plus</td><td>0.99</td><td>0.51</td><td>0.99</td><td><b>0.83</b></td></tr> |
| <tr><td>MiniMax M2.7</td><td>0.99</td><td>0.94</td><td>0.33</td><td><b>0.75</b></td></tr> |
| </table> |
| </div> |
| |
| <h2>API Endpoints</h2> |
| <div class="endpoints"> |
| <div class="ep"><span><span class="method">GET</span> <span class="path">/health</span></span><span class="info">Health check</span></div> |
| <div class="ep"><span><span class="method">POST</span> <span class="path">/step</span></span><span class="info">Execute action</span></div> |
| <div class="ep"><span><span class="method">POST</span> <span class="path">/reset</span></span><span class="info">Start new episode</span></div> |
| <div class="ep"><span><span class="method">GET</span> <span class="path">/state</span></span><span class="info">Current state</span></div> |
| <div class="ep"><span><span class="method">GET</span> <span class="path">/schema</span></span><span class="info">Action/observation schema</span></div> |
| </div> |
| |
| <p style="text-align:center; margin-top:20px;"><a href="https://huggingface.co/spaces/yatin-superintelligence/pathology-env/blob/main/README.md" target="_blank" style="color:#58a6ff; font-size:0.95rem;">📄 Full Documentation (README)</a></p> |
| |
| <p class="footer">Built by <a href="https://www.yatintaneja.in">Yatin Taneja</a> · <a href="https://www.imsuperintelligence.ai">IM Superintelligence</a></p> |
| </div> |
| </body> |
| </html>""" |
| return HTMLResponse(content=html) |
|
|
|
|
|
|
|
|
| def main(host: str = "0.0.0.0", port: int = 8000): |
| """ |
| Entry point for direct execution via uv run or python -m. |
| |
| This function enables running the server without Docker: |
| uv run --project . server |
| uv run --project . server --port 8001 |
| python -m pathology_env.server.app |
| |
| Args: |
| host: Host address to bind to (default: "0.0.0.0") |
| port: Port number to listen on (default: 8000) |
| |
| For production deployments, consider using uvicorn directly with |
| multiple workers: |
| uvicorn pathology_env.server.app:app --workers 4 |
| """ |
| import uvicorn |
|
|
| uvicorn.run(app, host=host, port=port) |
|
|
|
|
| if __name__ == '__main__': |
| main() |
|
|
