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5741b22 ad552a7 5741b22 ad552a7 5741b22 ad552a7 5741b22 ad552a7 5741b22 ad552a7 5741b22 ad552a7 5741b22 ad552a7 5741b22 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 | """Local-only Reflection gateway with atomic, restart-safe token reservations.
Pi never receives the provider credential. Every request, including summaries,
passes through this gateway. A failed request with unknown usage keeps its full
reservation as a conservative charge. No prompts or credentials enter logs.
"""
from __future__ import annotations
import argparse
from contextlib import contextmanager
from datetime import datetime, timezone
from email.utils import parsedate_to_datetime
import hashlib
from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
import json
import math
import os
from pathlib import Path
import re
import secrets
import select
import socket
import sqlite3
import threading
import time
import urllib.error
import urllib.request
import uuid
ENDPOINT = "https://api.reflection.ai/openai/v1/chat/completions"
CONTEXT_LIMIT = 262_144
MAX_OUTPUT = 16_000
MAX_PROVIDER_ATTEMPTS = 6
MAX_RETRY_WAIT_SECONDS = 120
ROUTE = re.compile(r"^/runs/([A-Za-z0-9_-]+)/agents/([A-Za-z0-9_-]+)/v1/chat/completions$")
def remaining_tokens(headers):
try:
value = int(headers.get("x-ratelimit-remaining-tokens-day", ""))
return value if value >= 0 else None
except (TypeError, ValueError):
return None
def rate_limit_delay(headers, attempt, elapsed):
"""Bounded backoff; never retry earlier than a valid provider Retry-After."""
if headers.get("x-should-retry", "").lower() == "false":
return None
delay = min(2 ** (attempt + 1), 32) + secrets.randbelow(1000) / 1000
retry_after = headers.get("Retry-After")
if retry_after:
try:
seconds = float(retry_after)
except (ValueError, TypeError):
try:
seconds = parsedate_to_datetime(retry_after).timestamp() - time.time()
except (ValueError, TypeError, OverflowError):
seconds = 0
if math.isfinite(seconds):
delay = max(delay, seconds)
return delay if elapsed + delay <= MAX_RETRY_WAIT_SECONDS else None
def utcnow():
return datetime.now(timezone.utc).isoformat()
class BudgetExceeded(Exception):
pass
class Ledger:
def __init__(self, path, config):
self.path = str(path)
Path(path).parent.mkdir(parents=True, exist_ok=True)
self.config = config
self.lock = threading.RLock()
with self.connect() as db:
db.executescript("""
CREATE TABLE IF NOT EXISTS requests (
id TEXT PRIMARY KEY, run_id TEXT NOT NULL, agent_id TEXT NOT NULL,
category TEXT NOT NULL, reserved INTEGER NOT NULL,
charged INTEGER NOT NULL DEFAULT 0, status TEXT NOT NULL,
prompt_tokens INTEGER, completion_tokens INTEGER,
started_at TEXT NOT NULL, ended_at TEXT, elapsed REAL,
request_sha256 TEXT NOT NULL, http_status INTEGER,
remaining_daily_tokens INTEGER,
context_reserved INTEGER NOT NULL DEFAULT 0,
context_charged INTEGER NOT NULL DEFAULT 0,
fresh_input_estimate INTEGER NOT NULL DEFAULT 0,
new_window INTEGER NOT NULL DEFAULT 0,
history_hashes TEXT, client_request_id TEXT, purpose TEXT,
context_window TEXT
);
CREATE TABLE IF NOT EXISTS state (key TEXT PRIMARY KEY, value TEXT);
""")
encoded = json.dumps(config, sort_keys=True)
previous = db.execute("SELECT value FROM state WHERE key='config'").fetchone()
if previous and previous[0] != encoded:
raise ValueError("Refusing to change budgets or run identities in an existing ledger")
db.execute("INSERT OR IGNORE INTO state VALUES ('config', ?)", (encoded,))
# After a crash, dispatched calls may have completed remotely. Keep
# their entire reservation charged; never silently refund them.
db.execute("UPDATE requests SET status='unknown_after_restart', charged=reserved, reserved=0, context_charged=context_reserved, context_reserved=0 WHERE status='inflight'")
@contextmanager
def connect(self):
db = sqlite3.connect(self.path, timeout=30)
db.row_factory = sqlite3.Row
db.execute("PRAGMA journal_mode=WAL")
try:
with db:
yield db
finally:
db.close()
def run_config(self, run_id):
for row in self.config["runs"]:
if row["run_id"] == run_id:
return row
raise BudgetExceeded("unregistered_run")
def reserve(self, run_id, agent_id, request_hash, output_limit, body=None, metadata=None):
run = self.run_config(run_id)
# Reflection's model context bound is a conservative prompt bound. It
# covers serialization/tool-schema overhead without guessing char/4.
reservation = CONTEXT_LIMIT + output_limit
with self.lock, self.connect() as db:
db.execute("BEGIN IMMEDIATE")
rows = db.execute("SELECT run_id,category,charged+reserved AS used FROM requests").fetchall()
total = sum(row["used"] for row in rows)
per_run = sum(row["used"] for row in rows if row["run_id"] == run_id)
category = run.get("category", "benchmark")
category_used = sum(row["used"] for row in rows if row["category"] == category)
caps = [(total, self.config["global_api_token_cap"], "global_api_budget"),
(per_run, run["api_token_cap"], "episode_api_budget"),
(category_used, self.config["category_caps"][category], "category_api_budget")]
for used, cap, reason in caps:
if used + reservation > cap:
raise BudgetExceeded(reason)
quota = db.execute("SELECT value FROM state WHERE key='quota_blocked'").fetchone()
if quota and quota[0] == "true":
raise BudgetExceeded("daily_quota_headroom")
hashes = []
fresh_input = 0
new_window = False
context_reservation = 0
if body is not None and "context_token_cap" in run:
incoming = [m for m in body.get("messages", []) if m.get("role") != "assistant"]
encoded_messages = [json.dumps(m, sort_keys=True, separators=(",", ":")).encode() for m in incoming]
hashes = [hashlib.sha256(m).hexdigest() for m in encoded_messages]
key = f"history:{run_id}:{agent_id}"
previous = db.execute("SELECT value FROM state WHERE key=?", (key,)).fetchone()
previous = json.loads(previous[0]) if previous else []
new_window = not previous or hashes[:len(previous)] != previous or (metadata or {}).get("purpose") == "compaction"
if new_window:
# Approximation for admission only; reconciled to the actual
# full prompt count on a context-window transition.
fresh_input = math.ceil(len(json.dumps(body,ensure_ascii=False).encode()) / 4) + 1024
else:
fresh_input = sum(math.ceil(len(m) / 4) + 8 for m in encoded_messages[len(previous):])
context_reservation = fresh_input + output_limit
agent_used, episode_used = 0, 0
for context_row in db.execute("SELECT agent_id,context_charged+context_reserved AS n FROM requests WHERE run_id=?", (run_id,)):
episode_used += context_row["n"]
if context_row["agent_id"] == agent_id:
agent_used += context_row["n"]
if episode_used + context_reservation > run["context_token_cap"]:
raise BudgetExceeded("episode_context_budget_estimated")
if agent_used + context_reservation > run["agent_context_token_cap"]:
raise BudgetExceeded("agent_context_budget_estimated")
ident = uuid.uuid4().hex
db.execute("INSERT INTO requests(id,run_id,agent_id,category,reserved,status,started_at,request_sha256,context_reserved,fresh_input_estimate,new_window,history_hashes) VALUES(?,?,?,?,?,'inflight',?,?,?,?,?,?)",
(ident,run_id,agent_id,category,reservation,utcnow(),request_hash,context_reservation,fresh_input,int(new_window),json.dumps(hashes)))
meta = metadata or {}
db.execute("UPDATE requests SET client_request_id=?,purpose=?,context_window=? WHERE id=?",(meta.get("request_id"),meta.get("purpose"),meta.get("context_window"),ident))
return ident, reservation
def settle(self, ident, usage, elapsed, http_status, remaining_daily=None, rejected=False):
with self.lock, self.connect() as db:
db.execute("BEGIN IMMEDIATE")
row = db.execute("SELECT * FROM requests WHERE id=?", (ident,)).fetchone()
if row["status"] != "inflight":
raise ValueError("Request already settled")
if usage is not None:
prompt = int(usage["prompt_tokens"])
output = int(usage["completion_tokens"])
if min(prompt, output) < 0:
raise ValueError("Negative provider usage")
charge = prompt + output
status = "complete"
if charge > row["reserved"]:
db.execute("INSERT OR REPLACE INTO state VALUES('quota_blocked','true')")
status = "reservation_bound_violated"
elif rejected:
prompt = output = None
charge = 0
status = "rejected"
else:
prompt = output = None
charge = row["reserved"]
status = "unknown_usage_conservatively_charged"
context_charge = 0
if row["context_reserved"]:
context_charge = (prompt if row["new_window"] else row["fresh_input_estimate"]) + output if usage else (0 if rejected else row["context_reserved"])
if usage and row["history_hashes"]:
db.execute("INSERT OR REPLACE INTO state VALUES(?,?)", (f"history:{row['run_id']}:{row['agent_id']}",row["history_hashes"]))
db.execute("UPDATE requests SET charged=?,reserved=0,status=?,prompt_tokens=?,completion_tokens=?,ended_at=?,elapsed=?,http_status=?,remaining_daily_tokens=? WHERE id=?",
(charge,status,prompt,output,utcnow(),elapsed,http_status,remaining_daily,ident))
db.execute("UPDATE requests SET context_charged=?,context_reserved=0 WHERE id=?", (context_charge,ident))
# Headers count estimated input at admission, not finalized usage.
# Preserve enough space for this completion and all other calls.
if remaining_daily is not None:
outstanding = db.execute("SELECT COALESCE(SUM(reserved),0) FROM requests").fetchone()[0]
if remaining_daily < self.config.get("daily_headroom_tokens", 20_000_000) + outstanding + MAX_OUTPUT:
db.execute("INSERT OR REPLACE INTO state VALUES('quota_blocked','true')")
return dict(db.execute("SELECT * FROM requests WHERE id=?", (ident,)).fetchone())
def totals(self, run_id=None):
with self.connect() as db:
rows = db.execute("SELECT * FROM requests" + (" WHERE run_id=?" if run_id else ""), (run_id,) if run_id else ()).fetchall()
return {
"api_tokens_charged": sum(r["charged"] for r in rows),
"api_tokens_reserved": sum(r["reserved"] for r in rows),
"api_input_tokens": sum(r["prompt_tokens"] or 0 for r in rows),
"api_output_tokens": sum(r["completion_tokens"] or 0 for r in rows),
"api_requests": len(rows),
"unknown_usage_requests": sum(r["status"].startswith("unknown") for r in rows),
"context_tokens_estimated": sum(r["context_charged"] for r in rows),
}
class Gateway(ThreadingHTTPServer):
daemon_threads = False
def __init__(self, address, config, ledger_path, event_path, api_key, local_key, endpoint=ENDPOINT):
super().__init__(address, Handler)
self.config = config
self.ledger = Ledger(ledger_path, config)
self.events = Path(event_path)
self.events.parent.mkdir(parents=True, exist_ok=True)
self.event_lock = threading.Lock()
self.api_key, self.local_key, self.endpoint = api_key, local_key, endpoint
self.slots = threading.BoundedSemaphore(config.get("max_inflight_requests", 5))
def emit(self, run_id, kind, metrics=None, message=None):
run = self.ledger.run_config(run_id)
event = dict(timestamp=utcnow(),run_id=run_id,task=run.get("task"),condition=run.get("condition"),kind=kind)
if metrics is not None:
event["metrics"] = metrics
if message is not None:
event["message"] = message
with self.event_lock:
with self.events.open("a") as stream:
stream.write(json.dumps(event) + "\n")
class Handler(BaseHTTPRequestHandler):
protocol_version = "HTTP/1.1"
def log_message(self, *_):
pass # The URL and raw request/response body are not application logs.
def send_json(self, status, payload):
data = json.dumps(payload).encode()
self.send_response(status)
self.send_header("Content-Type", "application/json")
self.send_header("Content-Length", str(len(data)))
self.send_header("Connection", "close")
self.end_headers()
self.wfile.write(data)
self.close_connection = True
def do_GET(self):
if self.path == "/health":
self.send_json(200, {"status":"ready", "model":"Beam-501B-A23B"})
else:
self.send_json(404, {"error":"not_found"})
def do_POST(self):
match = ROUTE.fullmatch(self.path)
auth = self.headers.get("Authorization", "")
if not secrets.compare_digest(auth, "Bearer " + self.server.local_key):
return self.send_json(401, {"error":{"message":"Invalid local gateway credential"}})
if not match:
return self.send_json(404, {"error":{"message":"Unregistered gateway route"}})
run_id, agent_id = match.groups()
try:
size = int(self.headers.get("Content-Length", "0"))
except ValueError:
return self.send_json(400, {"error":{"message":"Invalid request size"}})
if not 0 < size <= 8_000_000:
return self.send_json(400, {"error":{"message":"Invalid request size"}})
try:
body = json.loads(self.rfile.read(size))
if not isinstance(body, dict):
raise ValueError("Request must be a JSON object")
if body.get("model") != "Beam-501B-A23B":
raise ValueError("Only the pinned Beam model is allowed")
if not body.get("stream"):
raise ValueError("Streaming with final usage is required")
body.pop("max_completion_tokens", None)
body.update(temperature=0.7, top_p=0.9, reasoning_effort="medium")
body["max_tokens"] = min(int(body.get("max_tokens") or MAX_OUTPUT), MAX_OUTPUT)
if body["max_tokens"] <= 0:
raise ValueError("Positive output cap required")
body["stream_options"] = {"include_usage": True}
data = json.dumps(body, separators=(",", ":")).encode()
except (ValueError, TypeError, KeyError) as error:
return self.send_json(400, {"error":{"message": str(error)}})
if not self.server.slots.acquire(timeout=660):
return self.send_json(429, {"error":{"message":"Local concurrency limit; no provider request sent"}})
try:
self.proxy_request(run_id, agent_id, body, data)
finally:
self.close_connection = True
self.server.slots.release()
def client_disconnected(self):
try:
return bool(select.select([self.connection], [], [], 0)[0]) and not self.connection.recv(1, socket.MSG_PEEK)
except (ConnectionResetError, OSError):
return True
def wait_retry(self, delay):
# An aborted solver may have hit its episode deadline during backoff.
# Check once per second so it never purchases a later retry.
deadline = time.monotonic() + delay
while not self.client_disconnected():
remaining = deadline - time.monotonic()
if remaining <= 0:
return True
time.sleep(min(remaining, 1))
return False
def proxy_request(self, run_id, agent_id, body, data):
metadata = {"request_id": self.headers.get("X-Study-Request-ID"),
"purpose": self.headers.get("X-Study-Purpose"),
"context_window": self.headers.get("X-Study-Context-Window")}
metadata = {k: v for k, v in metadata.items() if v and re.fullmatch(r"[A-Za-z0-9_-]{1,100}", v)}
request_started = time.monotonic()
for attempt in range(MAX_PROVIDER_ATTEMPTS):
if self.client_disconnected():
return
try:
# Every dispatch, including a retry, must pass the original
# global, category, episode, context and daily quota checks.
ident, _ = self.server.ledger.reserve(run_id, agent_id, hashlib.sha256(data).hexdigest(), body["max_tokens"], body, metadata)
except BudgetExceeded as error:
if str(error) != "unregistered_run":
self.server.emit(run_id, "budget_stop", message=str(error))
return self.send_json(402, {"error": {"message": "Study budget stop: " + str(error), "code": "study_budget_exhausted"}})
except Exception:
return self.send_json(500, {"error": {"message": "Budget ledger unavailable; no provider request sent"}})
started = time.monotonic()
usage = status = remaining = retry_delay = None
rejected = headers_sent = False
client_alive = True
try:
request = urllib.request.Request(self.server.endpoint, data, headers={"Content-Type": "application/json", "Authorization": "Bearer " + self.server.api_key})
with urllib.request.urlopen(request, timeout=180) as response:
status = response.status
remaining = remaining_tokens(response.headers)
self.send_response(status)
self.send_header("Content-Type", "text/event-stream")
self.send_header("Cache-Control", "no-cache")
self.send_header("Connection", "close")
self.end_headers()
headers_sent = True
for line in response:
if time.monotonic() - started > 600:
raise TimeoutError("Provider request exceeded the ten-minute transport ceiling")
if line.startswith(b"data:") and line[5:].strip() != b"[DONE]":
event = json.loads(line[5:])
if event.get("usage"):
candidate = event["usage"]
if isinstance(candidate, dict) and all(isinstance(candidate.get(k), int) and candidate[k] >= 0 for k in ("prompt_tokens", "completion_tokens")):
usage = candidate
if client_alive:
try:
self.wfile.write(line)
self.wfile.flush()
except (BrokenPipeError, ConnectionResetError):
client_alive = False
# Keep reading even if Pi exits: usage must still be settled.
except urllib.error.HTTPError as error:
status = error.code
remaining = remaining_tokens(error.headers)
# Only explicit pre-stream rejections can refund a reservation.
# Retry 429 only: 5xx and transport failures may have been billed.
rejected = not headers_sent and status in (400, 401, 403, 404, 413, 422, 429)
if status == 429 and not headers_sent and attempt + 1 < MAX_PROVIDER_ATTEMPTS:
retry_delay = rate_limit_delay(error.headers, attempt, time.monotonic() - request_started)
error.close()
if not headers_sent and retry_delay is None:
try:
self.send_json(status, {"error": {"message": f"Reflection HTTP {status}; details withheld from solver logs"}})
except (BrokenPipeError, ConnectionResetError):
pass
except Exception as error:
if not headers_sent:
try:
self.send_json(502, {"error": {"message": "Reflection transport error; reservation retained"}})
except (BrokenPipeError, ConnectionResetError):
pass
self.server.emit(run_id, "error", message=f"Provider transport failure: {type(error).__name__}")
finally:
record = self.server.ledger.settle(ident, usage, time.monotonic() - started, status, remaining, rejected)
totals = self.server.ledger.totals(run_id)
totals["last_request_seconds"] = record["elapsed"]
if remaining is not None:
totals["provider_daily_remaining_at_admission"] = remaining
self.server.emit(run_id, "progress", metrics=totals)
if record["status"] != "complete" and retry_delay is None:
self.server.emit(run_id, "error", message=record["status"])
if retry_delay is None:
return
self.server.emit(run_id, "progress", metrics={"provider_retry": 1, "http_status": status,
"attempt": attempt + 1, "retry_wait_seconds": retry_delay})
if not self.wait_retry(retry_delay):
return
def main():
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument("--config", type=Path, required=True)
parser.add_argument("--ledger", type=Path, required=True)
parser.add_argument("--events", type=Path, required=True)
parser.add_argument("--port", type=int, default=18093)
args = parser.parse_args()
config = json.loads(args.config.read_text())
server = Gateway(("127.0.0.1",args.port),config,args.ledger,args.events,
os.environ["REFLECTION_API_KEY"],os.environ["PI_STUDY_API_KEY"])
print(json.dumps({"status":"ready","port":server.server_port,"global_api_token_cap":config["global_api_token_cap"]}),flush=True)
try:
server.serve_forever(poll_interval=0.25)
except KeyboardInterrupt:
pass
finally:
server.server_close()
if __name__ == "__main__":
main()
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