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| # Copyright (c) Meta Platforms, Inc. and affiliates. | |
| # All rights reserved. | |
| # | |
| # This source code is licensed under the BSD-style license found in the | |
| # LICENSE file in the root directory of this source tree. | |
| """ | |
| VeriRL Environment Client. | |
| This module provides the client for connecting to a VeriRL Environment server | |
| via WebSocket for persistent multi-step episodes. | |
| Example: | |
| >>> # Connect to a running server | |
| >>> with verirl_env(base_url="http://localhost:8000") as client: | |
| ... result = client.reset(task_id="mac_unit") | |
| ... print(result.observation.task_spec) | |
| ... | |
| ... result = client.step(VerirlAction( | |
| ... action_type="write_file", | |
| ... verilog_src="module mac_unit(...); endmodule" | |
| ... )) | |
| ... result = client.step(VerirlAction(action_type="run_compile")) | |
| ... result = client.step(VerirlAction(action_type="submit")) | |
| ... print(f"Score: {result.observation.final_score}") | |
| Example with Docker: | |
| >>> client = verirl_env.from_docker_image("verirl_env-env:latest") | |
| >>> try: | |
| ... result = client.reset(task_id="axi_fifo") | |
| ... result = client.step(VerirlAction(action_type="write_file", verilog_src=...)) | |
| ... result = client.step(VerirlAction(action_type="submit")) | |
| ... finally: | |
| ... client.close() | |
| """ | |
| from typing import Any, Dict | |
| # Support both in-repo and standalone imports | |
| try: | |
| # In-repo imports (when running from OpenEnv repository) | |
| from openenv.core.client_types import StepResult | |
| from openenv.core.env_client import EnvClient | |
| from .models import VerirlAction, VerirlObservation, VerirlState | |
| except ImportError: | |
| from models import VerirlAction, VerirlObservation, VerirlState | |
| # Standalone imports (when environment is standalone with openenv from pip) | |
| from openenv.core.client_types import StepResult | |
| from openenv.core.env_client import EnvClient | |
| class verirl_env(EnvClient[VerirlAction, VerirlObservation, VerirlState]): | |
| """ | |
| Client for the VeriRL Verilog hardware design environment. | |
| Maintains a persistent WebSocket connection to the environment server, | |
| enabling efficient multi-step episodes. Each instance has its own | |
| dedicated environment session on the server. | |
| Agents submit Verilog code and EDA tool commands, receiving feedback | |
| including compilation status, simulation results, synthesis area, and | |
| final scores. | |
| Example: | |
| >>> with verirl_env(base_url="http://localhost:8000") as client: | |
| ... result = client.reset(task_id="mac_unit") | |
| ... result = client.step(VerirlAction( | |
| ... action_type="write_file", | |
| ... verilog_src="module mac_unit(...); endmodule" | |
| ... )) | |
| ... result = client.step(VerirlAction(action_type="run_sim")) | |
| ... result = client.step(VerirlAction(action_type="submit")) | |
| ... print(f"Score: {result.observation.final_score}") | |
| """ | |
| def _step_payload(self, action: VerirlAction) -> Dict[str, Any]: | |
| """Convert VerirlAction to JSON payload for step request.""" | |
| payload: Dict[str, Any] = {"action_type": action.action_type} | |
| if action.verilog_src is not None: | |
| payload["verilog_src"] = action.verilog_src | |
| if action.filename is not None: | |
| payload["filename"] = action.filename | |
| if action.message is not None: | |
| payload["message"] = action.message | |
| return payload | |
| def _parse_result(self, payload: Dict[str, Any]) -> StepResult[VerirlObservation]: | |
| """Parse server response into StepResult[VerirlObservation].""" | |
| obs_data = payload.get("observation", {}) | |
| observation = VerirlObservation( | |
| task_spec=obs_data.get("task_spec", ""), | |
| tool_stdout=obs_data.get("tool_stdout", ""), | |
| tool_stderr=obs_data.get("tool_stderr", ""), | |
| compile_ok=obs_data.get("compile_ok", False), | |
| tests_passed=obs_data.get("tests_passed", 0), | |
| tests_total=obs_data.get("tests_total", 0), | |
| turn_number=obs_data.get("turn_number", 0), | |
| turns_remaining=obs_data.get("turns_remaining", 0), | |
| current_verilog=obs_data.get("current_verilog"), | |
| current_files=obs_data.get("current_files"), | |
| final_score=obs_data.get("final_score"), | |
| score_breakdown=obs_data.get("score_breakdown"), | |
| formal_properties_proven=obs_data.get("formal_properties_proven"), | |
| formal_properties_total=obs_data.get("formal_properties_total"), | |
| done=payload.get("done", False), | |
| reward=payload.get("reward"), | |
| metadata=obs_data.get("metadata", {}), | |
| ) | |
| return StepResult( | |
| observation=observation, | |
| reward=payload.get("reward"), | |
| done=payload.get("done", False), | |
| ) | |
| def _parse_state(self, payload: Dict[str, Any]) -> VerirlState: | |
| """Parse server response into VerirlState.""" | |
| return VerirlState( | |
| episode_id=payload.get("episode_id"), | |
| step_count=payload.get("step_count", 0), | |
| task_id=payload.get("task_id"), | |
| compile_ok=payload.get("compile_ok", False), | |
| tests_passed=payload.get("tests_passed", 0), | |
| tests_total=payload.get("tests_total", 0), | |
| total_reward=payload.get("total_reward", 0.0), | |
| turns_remaining=payload.get("turns_remaining", 0), | |
| episode_done=payload.get("episode_done", False), | |
| final_score=payload.get("final_score"), | |
| ) | |