sql-agent / server /app.py
Abhishek Tiwari
fix: add main function to app.py for openenv multi-mode deployment validator
6b06b3e
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from fastapi import FastAPI, WebSocket, WebSocketDisconnect, Request
from fastapi.responses import HTMLResponse, RedirectResponse
from pydantic import BaseModel
from typing import Optional
import json
import asyncio
from server.environment import SQLEnvironment
app = FastAPI(title="SQL Debugger OpenEnv", version="1.0.0")
# One environment instance per HTTP session (stateless endpoints)
# WebSocket sessions get their own instance
env = SQLEnvironment()
# ── Pydantic models ───────────────────────────────────────────────────────────
class ResetRequest(BaseModel):
task_id: Optional[str] = None
difficulty: Optional[str] = None
class StepRequest(BaseModel):
action_type: str = "write_query"
sql: str = ""
explanation: Optional[str] = None
metadata: dict = {}
class GradeRequest(BaseModel):
task_id: str
action: dict
# ── HTTP endpoints ────────────────────────────────────────────────────────────
@app.get("/")
def root(request: Request):
# Smart routing: If a human browser loads the root URL, direct them to the UI!
# If the Hackathon Validator automated bot calls the root URL, serve the required JSON.
accept = request.headers.get("accept", "")
if "text/html" in accept:
return RedirectResponse(url="/web")
return {
"info": "SQL Agent Environment API",
"version": "1.0.0",
"tasks": 6,
"status": "running"
}
@app.get("/health")
def health():
return {"status": "healthy"}
@app.post("/reset")
def reset(req: ResetRequest = ResetRequest()):
return env.reset(task_id=req.task_id, difficulty=req.difficulty)
@app.post("/step")
def step(req: StepRequest):
return env.step(req.dict())
@app.get("/state")
def state():
return env.state
# ── CRITICAL MISSING ENDPOINTS — ADD THESE ───────────────────────────────────
@app.get("/tasks")
def list_tasks():
"""
Validator uses this endpoint to find and enumerate all graders.
Every task MUST have grader: true.
"""
return {
"tasks": [
{
"id": "easy_01",
"name": "Filter high earners",
"difficulty": "easy",
"type": "write_query",
"grader": True,
"description": "Find all employees in Engineering with salary above 90000, return name and salary ordered by salary DESC"
},
{
"id": "easy_02",
"name": "Count by department",
"difficulty": "easy",
"type": "write_query",
"grader": True,
"description": "Count employees per department, return department and count ordered by count DESC"
},
{
"id": "medium_01",
"name": "Fix broken JOIN",
"difficulty": "medium",
"type": "fix_query",
"grader": True,
"description": "Fix the broken JOIN query with missing ON keyword and wrong table alias in WHERE"
},
{
"id": "medium_02",
"name": "Fix wrong GROUP BY",
"difficulty": "medium",
"type": "fix_query",
"grader": True,
"description": "Fix the GROUP BY that incorrectly groups by id instead of department"
},
{
"id": "hard_01",
"name": "Optimize correlated subquery",
"difficulty": "hard",
"type": "optimize_query",
"grader": True,
"description": "Replace correlated subqueries with window functions or CTEs to find top earner per department"
},
{
"id": "hard_02",
"name": "Eliminate N+1 problem",
"difficulty": "hard",
"type": "optimize_query",
"grader": True,
"description": "Rewrite N+1 correlated subquery using LEFT JOIN and GROUP BY"
}
]
}
@app.post("/grade")
def grade(req: GradeRequest):
"""
Validator calls this to get a score for a specific task.
Score MUST be strictly between 0 and 1 (never 0.0, never 1.0).
This is enforced by _clamp() in the environment AND by the
absolute safety clamp below.
"""
# Use a fresh environment instance for grading to avoid state pollution
grade_env = SQLEnvironment()
grade_env.reset(task_id=req.task_id)
result = grade_env.step(req.action)
raw_score = result.get("reward", 0.05)
# ABSOLUTE SAFETY CLAMP — even if environment has a bug,
# this line guarantees the validator never sees 0.0 or 1.0
score = round(max(0.05, min(0.95, float(raw_score))), 4)
return {
"task_id": req.task_id,
"score": score,
"feedback": result["observation"]["feedback"],
"done": result["done"],
"info": result.get("info", {})
}
# ── WebSocket endpoint — required by OpenEnv spec ─────────────────────────────
@app.websocket("/ws")
async def websocket_endpoint(websocket: WebSocket):
"""
Persistent WebSocket session. Each connection gets its own
SQLEnvironment instance so sessions are isolated.
"""
await websocket.accept()
ws_env = SQLEnvironment()
try:
while True:
data = await websocket.receive_text()
try:
message = json.loads(data)
except json.JSONDecodeError:
await websocket.send_text(json.dumps({
"error": "Invalid JSON"
}))
continue
msg_type = message.get("type", "")
if msg_type == "reset":
result = ws_env.reset(
task_id=message.get("task_id"),
difficulty=message.get("difficulty")
)
await websocket.send_text(json.dumps(result))
elif msg_type == "step":
action = message.get("action", {})
result = ws_env.step(action)
await websocket.send_text(json.dumps(result))
elif msg_type == "state":
await websocket.send_text(json.dumps(ws_env.state))
else:
await websocket.send_text(json.dumps({
"error": f"Unknown message type: {msg_type}"
}))
except WebSocketDisconnect:
pass
# ── Web UI ─────────────────────────────────────────────────────────────────────
@app.get("/web", response_class=HTMLResponse)
def web_ui():
"""
Interactive web playground for testing the environment manually.
"""
return """
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>SQL data analyst playground</title>
<style>
* { box-sizing: border-box; margin: 0; padding: 0; }
body {
background: #0d1117; color: #e6edf3;
font-family: 'Courier New', monospace;
padding: 20px;
}
.header {
display: flex; justify-content: space-between;
align-items: center; margin-bottom: 24px;
border-bottom: 1px solid #30363d; padding-bottom: 16px;
}
.badge {
background: #1f6feb; color: white;
font-size: 11px; padding: 2px 8px;
border-radius: 4px; margin-right: 8px;
}
.title { font-size: 28px; font-weight: bold; margin-top: 4px; }
.links a { color: #58a6ff; text-decoration: none; margin-left: 16px; }
.grid { display: grid; grid-template-columns: 1fr 1fr; gap: 16px; margin-bottom: 16px; }
.panel {
background: #161b22; border: 1px solid #30363d;
border-radius: 8px; padding: 16px;
}
.panel h3 {
font-size: 11px; letter-spacing: 1px;
color: #8b949e; margin-bottom: 12px;
}
.task-meta {
display: flex; gap: 8px; margin-bottom: 8px;
}
.tag {
background: #21262d; border: 1px solid #30363d;
padding: 2px 8px; border-radius: 4px; font-size: 12px;
}
.task-desc { font-size: 14px; line-height: 1.6; color: #e6edf3; }
.schema-text {
font-size: 12px; color: #8b949e;
white-space: pre; overflow-x: auto;
}
.sql-panel {
background: #161b22; border: 1px solid #30363d;
border-radius: 8px; padding: 16px; margin-bottom: 16px;
}
.sql-panel h3 {
font-size: 11px; letter-spacing: 1px;
color: #8b949e; margin-bottom: 4px;
}
.sql-hint { font-size: 12px; color: #8b949e; margin-bottom: 12px; }
textarea {
width: 100%; height: 120px;
background: #0d1117; color: #79c0ff;
border: 2px solid #238636; border-radius: 6px;
padding: 12px; font-family: 'Courier New', monospace;
font-size: 14px; resize: vertical;
}
.actions { display: flex; gap: 12px; margin-top: 12px; }
button {
padding: 8px 20px; border-radius: 6px;
border: none; cursor: pointer;
font-family: 'Courier New', monospace; font-size: 14px;
}
.btn-primary { background: #238636; color: white; }
.btn-secondary { background: #21262d; color: #e6edf3; border: 1px solid #30363d; }
.btn-primary:hover { background: #2ea043; }
.result-panel {
background: #161b22; border: 1px solid #30363d;
border-radius: 8px; padding: 16px; margin-bottom: 16px;
min-height: 80px;
}
.result-panel h3 {
font-size: 11px; letter-spacing: 1px;
color: #8b949e; margin-bottom: 12px;
}
.reward-bar {
height: 6px; background: #21262d;
border-radius: 3px; margin: 8px 0;
}
.reward-fill { height: 100%; border-radius: 3px; background: #238636; transition: width 0.3s; }
.feedback { font-size: 13px; color: #8b949e; margin-top: 8px; }
.result-text {
font-size: 12px; color: #e6edf3;
white-space: pre; overflow-x: auto; margin-top: 8px;
}
.status {
font-size: 13px; color: #8b949e;
padding: 8px 0;
}
.status.connected { color: #3fb950; }
.status.error { color: #f85149; }
</style>
</head>
<body>
<div class="header">
<div>
<div><span class="badge">OPENENV</span></div>
<div class="title">SQL data analyst playground</div>
</div>
<div class="links">
<a href="/docs">API docs</a>
<a href="/health">Health</a>
<a href="/tasks">Tasks</a>
</div>
</div>
<p style="font-size:13px;color:#8b949e;margin-bottom:20px;">
Interactive mode uses a persistent <code>WebSocket</code> session at <code>/ws</code>
(OpenEnv HTTP <code>/step</code> is stateless). Connect, then run reset → SQL steps.
</p>
<div class="grid">
<div class="panel">
<h3>CURRENT TASK</h3>
<div class="task-meta">
<span class="tag" id="task-id">—</span>
<span class="tag" id="task-diff">—</span>
</div>
<div class="task-desc" id="task-desc">Click "Start episode" to load the first task.</div>
<div class="feedback" id="hints"></div>
</div>
<div class="panel">
<h3>SCHEMA</h3>
<div class="schema-text" id="schema-text">—</div>
</div>
</div>
<div class="sql-panel">
<h3>YOUR SQL</h3>
<p class="sql-hint">Type <strong>only valid SQLite</strong> here.</p>
<textarea id="sql-input" placeholder="Executable SQL only, e.g. SELECT department_id, AVG(salary) ..."></textarea>
<div class="actions">
<button class="btn-primary" onclick="startEpisode()">Start episode</button>
<button class="btn-primary" onclick="submitSQL()">Submit SQL</button>
<button class="btn-secondary" onclick="nextEpisode()">Next task</button>
</div>
</div>
<div class="result-panel">
<h3>LAST RESULT</h3>
<div id="reward-display" style="font-size:13px;color:#8b949e;">No result yet.</div>
<div class="reward-bar"><div class="reward-fill" id="reward-bar" style="width:0%"></div></div>
<div class="feedback" id="feedback-text"></div>
<div class="result-text" id="result-text"></div>
</div>
<div class="status" id="status">Not connected. Click "Start episode" to begin.</div>
<script>
let ws = null;
let connected = false;
function connect(callback) {
const proto = location.protocol === 'https:' ? 'wss:' : 'ws:';
ws = new WebSocket(proto + '//' + location.host + '/ws');
ws.onopen = () => {
connected = true;
document.getElementById('status').textContent = 'Connected via WebSocket.';
document.getElementById('status').className = 'status connected';
if (callback) callback();
};
ws.onmessage = (event) => {
const data = JSON.parse(event.data);
handleResult(data);
};
ws.onerror = () => {
document.getElementById('status').textContent = 'WebSocket error.';
document.getElementById('status').className = 'status error';
};
ws.onclose = () => {
connected = false;
document.getElementById('status').textContent = 'Disconnected.';
document.getElementById('status').className = 'status';
};
}
function handleResult(data) {
const obs = data.observation || data;
if (!obs) return;
// Update task panel
if (obs.task_id) document.getElementById('task-id').textContent = obs.task_id;
if (obs.task_type) document.getElementById('task-diff').textContent = obs.task_type;
if (obs.task_description) document.getElementById('task-desc').textContent = obs.task_description;
if (obs.expected_description) document.getElementById('hints').textContent = obs.expected_description;
if (obs.schema_info) {
const lines = obs.schema_info.split('\\n').slice(0, 20).join('\\n');
document.getElementById('schema-text').textContent = lines;
}
// Update reward
const reward = data.reward || obs.reward || 0;
const pct = Math.round(reward * 100);
document.getElementById('reward-display').textContent = 'Reward: ' + reward.toFixed(4) + ' (' + pct + '%)';
document.getElementById('reward-bar').style.width = pct + '%';
// Update feedback
if (obs.feedback) document.getElementById('feedback-text').textContent = obs.feedback;
if (obs.last_result) document.getElementById('result-text').textContent = obs.last_result;
if (obs.last_error) document.getElementById('result-text').textContent = 'ERROR: ' + obs.last_error;
// Show starter SQL if this is a fix/optimize task
if (obs.last_sql && document.getElementById('sql-input').value === '') {
document.getElementById('sql-input').value = obs.last_sql;
}
}
function startEpisode() {
if (!connected) {
connect(() => {
ws.send(JSON.stringify({ type: 'reset' }));
});
} else {
ws.send(JSON.stringify({ type: 'reset' }));
}
}
function submitSQL() {
const sql = document.getElementById('sql-input').value.trim();
if (!sql) { alert('Please enter a SQL query.'); return; }
if (!connected) { alert('Click Start episode first.'); return; }
ws.send(JSON.stringify({
type: 'step',
action: { action_type: 'write_query', sql: sql }
}));
}
function nextEpisode() {
if (!connected) {
connect(() => {
ws.send(JSON.stringify({ type: 'reset' }));
});
} else {
ws.send(JSON.stringify({ type: 'reset' }));
}
document.getElementById('sql-input').value = '';
document.getElementById('result-text').textContent = '';
document.getElementById('feedback-text').textContent = '';
}
</script>
</body>
</html>
"""
def main():
import uvicorn
uvicorn.run(app, host="0.0.0.0", port=7860)
if __name__ == "__main__":
main()