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| """ |
| FastAPI application for the AntiAtropos Environment. |
| |
| This module creates an HTTP server that exposes the AntiAtroposEnvironment |
| 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 |
| """ |
|
|
| import json |
| import os |
| from dotenv import load_dotenv |
|
|
| load_dotenv() |
|
|
| 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 SREAction, ClusterObservation |
| from .AntiAtropos_environment import AntiAtroposEnvironment |
| from ..telemetry import render_prometheus_metrics |
| except (ModuleNotFoundError, ImportError): |
| |
| from models import SREAction, ClusterObservation |
| from server.AntiAtropos_environment import AntiAtroposEnvironment |
| from telemetry import render_prometheus_metrics |
|
|
|
|
| |
| |
| app = create_app( |
| AntiAtroposEnvironment, |
| SREAction, |
| ClusterObservation, |
| env_name="AntiAtropos", |
| max_concurrent_envs=100, |
| ) |
|
|
|
|
| @app.get("/metrics") |
| def metrics(): |
| from fastapi import Response |
|
|
| payload = render_prometheus_metrics() |
| return Response(content=payload, media_type="text/plain; version=0.0.4; charset=utf-8") |
|
|
|
|
| @app.get("/config/runtime") |
| def runtime_config(): |
| raw_map = os.getenv("ANTIATROPOS_WORKLOAD_MAP", "") |
| mapped_nodes: list[str] = [] |
| if raw_map: |
| try: |
| parsed = json.loads(raw_map) |
| if isinstance(parsed, dict): |
| mapped_nodes = sorted(str(k) for k in parsed.keys()) |
| except Exception: |
| mapped_nodes = [] |
|
|
| raw_max_replicas = os.getenv("ANTIATROPOS_MAX_REPLICAS", "") |
| max_replicas_display = raw_max_replicas if raw_max_replicas.strip() else "unbounded" |
|
|
| return { |
| "env_mode": os.getenv("ANTIATROPOS_ENV_MODE", "simulated"), |
| "reward_output_mode": os.getenv("ANTIATROPOS_REWARD_OUTPUT_MODE", "normalized"), |
| "prometheus_url_configured": bool(os.getenv("PROMETHEUS_URL")), |
| "kubeconfig_configured": bool(os.getenv("KUBECONFIG")), |
| "k8s_namespace": os.getenv("ANTIATROPOS_K8S_NAMESPACE", "default"), |
| "min_replicas": os.getenv("ANTIATROPOS_MIN_REPLICAS", "1"), |
| "max_replicas": max_replicas_display, |
| "scale_step": os.getenv("ANTIATROPOS_SCALE_STEP", "3"), |
| "strict_real": os.getenv("ANTIATROPOS_STRICT_REAL", "false"), |
| "workload_map_configured": bool(raw_map), |
| "workload_map_nodes": mapped_nodes, |
| "supported_modes": ["simulated", "hybrid", "live"], |
| } |
|
|
|
|
| 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 AntiAtropos.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 AntiAtropos.server.app:app --workers 4 |
| """ |
| import uvicorn |
|
|
| uvicorn.run(app, host=host, port=port) |
|
|
|
|
| if __name__ == "__main__": |
| main() |
|
|