Update client.py
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client.py
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"""
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RANSEnv — OpenEnv client for the RANS spacecraft navigation environment.
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Usage (async)::
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import asyncio
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async def main():
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async with RANSEnv(base_url="http://localhost:8000") as env:
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print(
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# Zero-thrust step
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n = len(obs.thruster_masks)
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result = await env.step(SpacecraftAction(thrusters=[0.0] * n))
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print("Reward:", result.reward)
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print("Done:", result.done)
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asyncio.run(main())
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Usage (synchronous)::
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from rans_env import RANSEnv, SpacecraftAction
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with RANSEnv(base_url="http://localhost:8000").sync() as env:
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obs = env.reset()
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result = env.step(SpacecraftAction(thrusters=[1, 0, 0, 0, 0, 0, 0, 0]))
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Docker::
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env = RANSEnv.from_docker_image(
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"rans-env:latest",
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env={"RANS_TASK": "GoToPose"},
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)
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HuggingFace Spaces::
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env = RANSEnv.from_env("
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"""
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from __future__ import annotations
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try:
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from openenv.core.env_client import EnvClient
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except ImportError:
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EnvClient = object # type: ignore[assignment,misc]
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from rans_env.models import SpacecraftAction, SpacecraftObservation, SpacecraftState
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@@ -57,19 +55,69 @@ class RANSEnv(EnvClient):
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"""
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Client for the RANS spacecraft navigation OpenEnv environment.
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base class from openenv-core.
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The client is typed: it sends ``SpacecraftAction`` objects and receives
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``SpacecraftObservation`` objects.
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Parameters
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----------
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base_url:
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"""
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"""
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RANSEnv — OpenEnv client for the RANS spacecraft navigation environment.
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Usage (synchronous)::
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from rans_env import RANSEnv, SpacecraftAction
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with RANSEnv(base_url="http://localhost:8000").sync() as env:
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result = env.reset()
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n = len(result.observation.thruster_masks)
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result = env.step(SpacecraftAction(thrusters=[1, 0, 0, 0, 0, 0, 0, 0]))
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print(result.reward, result.done)
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Usage (async)::
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import asyncio
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async def main():
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async with RANSEnv(base_url="http://localhost:8000") as env:
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result = await env.reset()
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result = await env.step(SpacecraftAction(thrusters=[0.0] * 8))
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print(result.reward, result.done)
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asyncio.run(main())
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Docker::
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env = RANSEnv.from_docker_image("rans-env:latest", env={"RANS_TASK": "GoToPose"})
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HuggingFace Spaces::
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env = RANSEnv.from_env("dpang/rans-env")
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"""
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from __future__ import annotations
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from typing import Any, Dict
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try:
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from openenv.core.env_client import EnvClient, StepResult
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_OPENENV_AVAILABLE = True
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except ImportError:
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EnvClient = object # type: ignore[assignment,misc]
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StepResult = None # type: ignore[assignment,misc]
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_OPENENV_AVAILABLE = False
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from rans_env.models import SpacecraftAction, SpacecraftObservation, SpacecraftState
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"""
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Client for the RANS spacecraft navigation OpenEnv environment.
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Implements the three ``EnvClient`` abstract methods that handle
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JSON serialisation of actions and deserialisation of observations.
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Parameters
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----------
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base_url:
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HTTP/WebSocket URL of the running server,
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e.g. ``"http://localhost:8000"`` or ``"ws://localhost:8000"``.
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"""
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# ------------------------------------------------------------------
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# EnvClient abstract method implementations
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# ------------------------------------------------------------------
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def _step_payload(self, action: SpacecraftAction) -> Dict[str, Any]:
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"""Serialise SpacecraftAction → JSON dict for the WebSocket message."""
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return {"thrusters": action.thrusters}
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def _parse_result(self, payload: Dict[str, Any]) -> "StepResult[SpacecraftObservation]":
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"""
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Deserialise the server response into a typed StepResult.
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The server sends::
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{
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"observation": { "state_obs": [...], "thruster_transforms": [...],
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"thruster_masks": [...], "mass": 10.0, "inertia": 0.5,
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"task": "GoToPosition", "reward": 0.42, "done": false,
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"info": {...} },
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"reward": 0.42,
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"done": false
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}
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"""
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obs_dict = payload.get("observation", payload)
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observation = SpacecraftObservation(
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state_obs=obs_dict.get("state_obs", []),
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thruster_transforms=obs_dict.get("thruster_transforms", []),
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thruster_masks=obs_dict.get("thruster_masks", []),
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mass=obs_dict.get("mass", 10.0),
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inertia=obs_dict.get("inertia", 0.5),
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task=obs_dict.get("task", "GoToPosition"),
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reward=float(obs_dict.get("reward") or 0.0),
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done=bool(obs_dict.get("done", False)),
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info=obs_dict.get("info", {}),
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)
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return StepResult(
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observation=observation,
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reward=payload.get("reward") or observation.reward,
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done=payload.get("done", observation.done),
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)
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def _parse_state(self, payload: Dict[str, Any]) -> SpacecraftState:
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"""Deserialise the /state response into a SpacecraftState."""
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return SpacecraftState(
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episode_id=payload.get("episode_id", ""),
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step_count=payload.get("step_count", 0),
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task=payload.get("task", "GoToPosition"),
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x=payload.get("x", 0.0),
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y=payload.get("y", 0.0),
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heading_rad=payload.get("heading_rad", 0.0),
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vx=payload.get("vx", 0.0),
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vy=payload.get("vy", 0.0),
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angular_velocity_rads=payload.get("angular_velocity_rads", 0.0),
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total_reward=payload.get("total_reward", 0.0),
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goal_reached=payload.get("goal_reached", False),
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)
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