File size: 4,975 Bytes
5028b60
a2ac209
9cba1b2
5028b60
 
9cba1b2
5028b60
 
 
 
9cba1b2
5028b60
 
a2ac209
 
 
5028b60
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
f49f4d9
5028b60
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7b988a7
5028b60
 
 
 
 
 
 
 
 
 
 
 
 
 
4471dff
9cba1b2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
"""
server.py β€” E.L.A.R.A. FastAPI server
Endpoints: /health /reset /step /state /tasks /grader /ws
"""

import json
import sys
from pathlib import Path
sys.path.insert(0, str(Path(__file__).parent / "app"))

from fastapi import FastAPI, HTTPException, WebSocket, WebSocketDisconnect
from pydantic import BaseModel

from environment import ElaraEnv
from models import Action, EpisodeState
from grader import grade

app = FastAPI(
    title="E.L.A.R.A.",
    description="Extensive LLM Applied Reasoning Agent β€” sandboxed sales ops environment",
    version="0.1.0",
)

env = ElaraEnv()


# ─────────────────────────────────────────────
# Request/response wrappers
# ─────────────────────────────────────────────

class ResetRequest(BaseModel):
    task_id: str = "easy"
    seed: int | None = None


class StepRequest(BaseModel):
    action: Action


# ─────────────────────────────────────────────
# Endpoints
# ─────────────────────────────────────────────

@app.get("/health")
def health():
    return {"status": "ok", "project": "E.L.A.R.A.", "version": "0.1.0"}


@app.post("/reset")
def reset(req: ResetRequest = ResetRequest()):
    try:
        obs = env.reset(task_id=req.task_id, seed=req.seed)
        return {"observation": obs.model_dump()}
    except ValueError as e:
        raise HTTPException(status_code=400, detail=str(e))


@app.post("/step")
def step(req: StepRequest):
    try:
        obs, reward, done, info = env.step(req.action)
        return {
            "observation": obs.model_dump(),
            "reward": reward,
            "done": done,
            "info": info,
        }
    except RuntimeError as e:
        raise HTTPException(status_code=400, detail=str(e))


@app.get("/state")
def state():
    try:
        return env.state()
    except RuntimeError as e:
        raise HTTPException(status_code=400, detail=str(e))


@app.get("/tasks")
def tasks():
    import json
    from pathlib import Path
    task_dir = Path(__file__).parent / "tasks"
    result = []
    for tid in ["easy", "medium", "hard", "consent"]:
        p = task_dir / f"{tid}.json"
        if p.exists():
            result.append(json.loads(p.read_text()))
    return {"tasks": result}


@app.post("/grader")
def grader():
    try:
        raw = env.state()
        s = EpisodeState(**raw)
        result = grade(s)
        return result
    except RuntimeError as e:
        raise HTTPException(status_code=400, detail=str(e))


# ─────────────────────────────────────────────
# WebSocket endpoint (OpenEnv SDK)
# ─────────────────────────────────────────────

@app.websocket("/ws")
async def websocket_endpoint(ws: WebSocket):
    await ws.accept()
    try:
        while True:
            raw = await ws.receive_text()
            msg = json.loads(raw)
            msg_type = msg.get("type", "")
            data = msg.get("data", {})

            if msg_type == "reset":
                task_id = data.get("task_id", "easy")
                seed = data.get("seed")
                obs = env.reset(task_id=task_id, seed=seed)
                await ws.send_text(json.dumps({
                    "type": "reset",
                    "data": {
                        "observation": obs.model_dump(),
                        "reward": 0.0,
                        "done": False,
                    },
                }))

            elif msg_type == "step":
                action_data = data.get("action", data)
                action = Action(**action_data)
                obs, reward, done, info = env.step(action)
                await ws.send_text(json.dumps({
                    "type": "step",
                    "data": {
                        "observation": obs.model_dump(),
                        "reward": reward,
                        "done": done,
                        "info": info,
                    },
                }))

            elif msg_type == "state":
                state_data = env.state()
                await ws.send_text(json.dumps({
                    "type": "state",
                    "data": state_data,
                }))

            elif msg_type == "close":
                await ws.close()
                break

            else:
                await ws.send_text(json.dumps({
                    "type": "error",
                    "data": {"message": f"Unknown message type: {msg_type}"},
                }))

    except WebSocketDisconnect:
        pass