Spaces:
Running
Running
File size: 21,895 Bytes
6554d61 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 | # -*- coding: utf-8 -*-
"""Provider-neutral availability taxonomy and benchmark-only health tracker.
A3-R5G scope is deliberately narrow: this module has no network calls, no
production route activation, no Worker/D1 access, and no product entitlement
logic. Provider/model/endpoints and all retry/circuit thresholds remain
versioned policy data supplied by callers.
"""
from __future__ import annotations
from dataclasses import asdict, dataclass, field
from datetime import datetime, timezone
from email.utils import parsedate_to_datetime
import re
import threading
import time
from typing import Any, Callable, Mapping
ERROR_KINDS = {
"AUTHENTICATION",
"PERMISSION",
"BALANCE",
"RATE_LIMIT",
"OVERLOAD",
"QUOTA_EXHAUSTED",
"TIMEOUT",
"CONNECTION",
"SERVER_ERROR",
"REQUEST_INVALID",
"CANCELLED",
"UNKNOWN",
}
AVAILABILITY_STATES = {
"UNKNOWN",
"HEALTHY",
"DEGRADED",
"RATE_LIMITED",
"OVERLOADED",
"UNREACHABLE",
"AUTH_BLOCKED",
"BALANCE_BLOCKED",
"CIRCUIT_OPEN",
"DISABLED",
}
CIRCUIT_STATES = {"CLOSED", "OPEN", "HALF_OPEN"}
@dataclass(frozen=True)
class HealthKey:
provider_profile_id: str
endpoint_profile_id: str
runtime_egress_profile: str
def as_string(self) -> str:
return "::".join(
(
str(self.provider_profile_id or "").strip(),
str(self.endpoint_profile_id or "").strip(),
str(self.runtime_egress_profile or "").strip(),
)
)
@dataclass(frozen=True)
class ProviderErrorSignal:
provider: str
error_kind: str
availability_state: str
retryable: bool
http_status: int | None = None
provider_code: str = ""
retry_after_seconds: float | None = None
safe_reason_code: str = ""
penalizes_health: bool = False
def to_dict(self) -> dict[str, Any]:
return asdict(self)
@dataclass(frozen=True)
class HealthSnapshot:
availability_state: str = "UNKNOWN"
circuit_state: str = "CLOSED"
eligible: bool = True
recent_successes: int = 0
recent_failures: int = 0
success_rate: float = 0.0
error_rate: float = 0.0
latency_ms: float = 0.0
blocked_until: float | None = None
last_error_kind: str = ""
last_provider_code: str = ""
cause_state: str = "UNKNOWN"
def to_dict(self) -> dict[str, Any]:
return asdict(self)
@dataclass
class _HealthRecord:
availability_state: str = "UNKNOWN"
circuit_state: str = "CLOSED"
blocked_until: float | None = None
last_error_kind: str = ""
last_provider_code: str = ""
consecutive_overloads: int = 0
events: list[tuple[float, bool, bool, float]] = field(default_factory=list)
def _coerce_status(value: Any) -> int | None:
try:
number = int(value)
except (TypeError, ValueError):
return None
return number if number > 0 else None
def _coerce_positive_float(value: Any) -> float | None:
try:
number = float(value)
except (TypeError, ValueError):
return None
return number if number >= 0 else None
def _header_value(headers: Any, name: str) -> str:
if not isinstance(headers, Mapping):
return ""
target = name.lower()
for key, value in headers.items():
if str(key).lower() == target:
return str(value or "").strip()
return ""
def _parse_retry_after(value: Any, *, now_epoch: float | None = None) -> float | None:
text = str(value or "").strip()
if not text:
return None
numeric = _coerce_positive_float(text)
if numeric is not None:
return numeric
try:
when = parsedate_to_datetime(text)
if when.tzinfo is None:
when = when.replace(tzinfo=timezone.utc)
now = datetime.fromtimestamp(now_epoch if now_epoch is not None else time.time(), tz=timezone.utc)
return max(0.0, (when.astimezone(timezone.utc) - now).total_seconds())
except Exception:
return None
def _parse_duration_seconds(value: Any) -> float | None:
text = str(value or "").strip().lower()
match = re.fullmatch(r"([0-9]+(?:\.[0-9]+)?)s", text)
if match:
return float(match.group(1))
return _coerce_positive_float(text)
def safe_response_metadata(response: Any, *, provider: str) -> dict[str, Any]:
"""Extract only non-sensitive operational metadata from a provider response."""
status = _coerce_status(getattr(response, "status_code", None))
retry_after = _parse_retry_after(
_header_value(getattr(response, "headers", None), "Retry-After")
)
provider_code = ""
provider_reason = ""
try:
payload = response.json()
except Exception:
payload = None
if isinstance(payload, Mapping):
error = payload.get("error")
error_map = error if isinstance(error, Mapping) else payload
raw_code = error_map.get("code") if isinstance(error_map, Mapping) else None
if raw_code is None:
raw_code = payload.get("code")
if raw_code is not None:
provider_code = str(raw_code).strip()[:80]
if isinstance(error_map, Mapping):
raw_reason = error_map.get("status") or error_map.get("type") or error_map.get("reason")
if raw_reason:
provider_reason = str(raw_reason).strip()[:120]
if retry_after is None:
details = error_map.get("details")
if isinstance(details, list):
for detail in details:
if not isinstance(detail, Mapping):
continue
retry_after = _parse_duration_seconds(
detail.get("retryDelay") or detail.get("retry_delay")
)
if retry_after is not None:
break
return {
"provider": str(provider or "").strip().lower(),
"http_status": status,
"provider_code": provider_code,
"provider_reason": provider_reason,
"retry_after_seconds": retry_after,
}
def attach_safe_error_metadata(error: BaseException, response: Any, *, provider: str) -> BaseException:
metadata = safe_response_metadata(response, provider=provider)
for key, value in metadata.items():
try:
setattr(error, key, value)
except Exception:
pass
return error
def _signal(
*,
provider: str,
error_kind: str,
availability_state: str,
retryable: bool,
http_status: int | None,
provider_code: str,
retry_after_seconds: float | None,
safe_reason_code: str,
penalizes_health: bool,
) -> ProviderErrorSignal:
kind = str(error_kind or "UNKNOWN").upper()
state = str(availability_state or "UNKNOWN").upper()
if kind not in ERROR_KINDS:
kind = "UNKNOWN"
if state not in AVAILABILITY_STATES:
state = "UNKNOWN"
return ProviderErrorSignal(
provider=str(provider or "").strip().lower(),
error_kind=kind,
availability_state=state,
retryable=bool(retryable),
http_status=_coerce_status(http_status),
provider_code=str(provider_code or "").strip()[:80],
retry_after_seconds=_coerce_positive_float(retry_after_seconds),
safe_reason_code=str(safe_reason_code or "").strip()[:120],
penalizes_health=bool(penalizes_health),
)
def classify_provider_error(
error: BaseException | None = None,
*,
provider: str = "",
http_status: int | None = None,
provider_code: Any = None,
provider_reason: Any = None,
retry_after_seconds: float | None = None,
) -> ProviderErrorSignal:
"""Normalize provider/network failures without retaining response bodies."""
provider_name = str(provider or getattr(error, "provider", "") or "").strip().lower()
status = _coerce_status(http_status if http_status is not None else getattr(error, "http_status", None))
code = str(
provider_code if provider_code is not None else getattr(error, "provider_code", "") or ""
).strip()
reason = str(
provider_reason if provider_reason is not None else getattr(error, "provider_reason", "") or ""
).strip()
retry_after = _coerce_positive_float(
retry_after_seconds if retry_after_seconds is not None else getattr(error, "retry_after_seconds", None)
)
class_name = error.__class__.__name__.lower() if error is not None else ""
safe_reason = (
reason if provider_name == "gemini" and reason
else code or reason or (f"http_{status}" if status else class_name or "unknown")
)
# Provider-specific business codes take precedence over outer HTTP status.
if provider_name == "zhipu":
if code in {"1000", "1001", "1003"}:
return _signal(provider=provider_name, error_kind="AUTHENTICATION", availability_state="AUTH_BLOCKED", retryable=False, http_status=status, provider_code=code, retry_after_seconds=retry_after, safe_reason_code=safe_reason, penalizes_health=False)
if code == "1113":
return _signal(provider=provider_name, error_kind="BALANCE", availability_state="BALANCE_BLOCKED", retryable=False, http_status=status, provider_code=code, retry_after_seconds=retry_after, safe_reason_code=safe_reason, penalizes_health=False)
if code == "1302":
return _signal(provider=provider_name, error_kind="RATE_LIMIT", availability_state="RATE_LIMITED", retryable=True, http_status=status, provider_code=code, retry_after_seconds=retry_after, safe_reason_code=safe_reason, penalizes_health=True)
if code == "1305":
return _signal(provider=provider_name, error_kind="OVERLOAD", availability_state="OVERLOADED", retryable=True, http_status=status, provider_code=code, retry_after_seconds=retry_after, safe_reason_code=safe_reason, penalizes_health=True)
if code == "1308":
return _signal(provider=provider_name, error_kind="QUOTA_EXHAUSTED", availability_state="RATE_LIMITED", retryable=False, http_status=status, provider_code=code, retry_after_seconds=retry_after, safe_reason_code=safe_reason, penalizes_health=False)
if "cancel" in class_name:
return _signal(provider=provider_name, error_kind="CANCELLED", availability_state="UNKNOWN", retryable=False, http_status=status, provider_code=code, retry_after_seconds=retry_after, safe_reason_code=safe_reason, penalizes_health=False)
if "timeout" in class_name or isinstance(error, TimeoutError):
return _signal(provider=provider_name, error_kind="TIMEOUT", availability_state="DEGRADED", retryable=True, http_status=status, provider_code=code, retry_after_seconds=retry_after, safe_reason_code=safe_reason, penalizes_health=True)
if "connection" in class_name or "chunked" in class_name:
return _signal(provider=provider_name, error_kind="CONNECTION", availability_state="DEGRADED", retryable=True, http_status=status, provider_code=code, retry_after_seconds=retry_after, safe_reason_code=safe_reason, penalizes_health=True)
if status == 401:
kind, state, retryable, penalty = "AUTHENTICATION", "AUTH_BLOCKED", False, False
elif status == 403:
kind, state, retryable, penalty = "PERMISSION", "AUTH_BLOCKED", False, False
elif status == 402:
kind, state, retryable, penalty = "BALANCE", "BALANCE_BLOCKED", False, False
elif status == 429:
kind, state, retryable, penalty = "RATE_LIMIT", "RATE_LIMITED", True, True
elif status == 503:
kind, state, retryable, penalty = "OVERLOAD", "OVERLOADED", True, True
elif status == 504:
kind, state, retryable, penalty = "TIMEOUT", "DEGRADED", True, True
elif status is not None and status >= 500:
kind, state, retryable, penalty = "SERVER_ERROR", "DEGRADED", True, True
elif status is not None and 400 <= status < 500:
kind, state, retryable, penalty = "REQUEST_INVALID", "UNKNOWN", False, False
elif "authentication" in class_name or "permission" in class_name:
kind, state, retryable, penalty = "AUTHENTICATION", "AUTH_BLOCKED", False, False
elif "ratelimit" in class_name or "rate_limit" in class_name:
kind, state, retryable, penalty = "RATE_LIMIT", "RATE_LIMITED", True, True
elif "request" in class_name:
kind, state, retryable, penalty = "REQUEST_INVALID", "UNKNOWN", False, False
else:
kind, state, retryable, penalty = "UNKNOWN", "UNKNOWN", False, False
return _signal(
provider=provider_name,
error_kind=kind,
availability_state=state,
retryable=retryable,
http_status=status,
provider_code=code,
retry_after_seconds=retry_after,
safe_reason_code=safe_reason,
penalizes_health=penalty,
)
def snapshot_from_legacy_health(
value: Any,
*,
latency_degraded_threshold_ms: float = 0.0,
) -> HealthSnapshot:
"""Compatibility bridge for the pre-R5G benchmark health shape."""
if isinstance(value, Mapping):
available = bool(value.get("available", False))
rate_limited = bool(value.get("rate_limited", False))
latency_ms = float(value.get("latency_ms") or 0.0)
error_rate = max(0.0, min(float(value.get("error_rate") or 0.0), 1.0))
else:
available = bool(value)
rate_limited = False
latency_ms = 0.0
error_rate = 0.0
if not available:
state, eligible = "UNREACHABLE", False
elif rate_limited:
state, eligible = "RATE_LIMITED", False
elif latency_degraded_threshold_ms > 0 and latency_ms > latency_degraded_threshold_ms:
state, eligible = "DEGRADED", True
else:
state, eligible = "HEALTHY", True
return HealthSnapshot(
availability_state=state,
circuit_state="CLOSED",
eligible=eligible,
recent_successes=1 if available else 0,
recent_failures=0 if available else 1,
success_rate=1.0 if available else 0.0,
error_rate=error_rate,
latency_ms=latency_ms,
cause_state=state,
)
class ProviderAvailabilityTracker:
"""Thread-safe, in-memory availability tracker for benchmark/testing only."""
def __init__(self, policy: Mapping[str, Any], *, clock: Callable[[], float] | None = None):
self.policy = dict(policy or {})
self.clock = clock or time.monotonic
self._lock = threading.RLock()
self._records: dict[HealthKey, _HealthRecord] = {}
def _now(self) -> float:
return float(self.clock())
def _record(self, key: HealthKey) -> _HealthRecord:
return self._records.setdefault(key, _HealthRecord())
def _window_seconds(self) -> float:
return max(1.0, float(self.policy.get("failure_window_seconds") or 1.0))
def _failure_threshold(self) -> int:
return max(1, int(self.policy.get("failure_threshold") or 1))
def _latency_threshold(self) -> float:
return max(0.0, float(self.policy.get("latency_degraded_threshold_ms") or 0.0))
def _prune(self, record: _HealthRecord, now: float) -> None:
cutoff = now - self._window_seconds()
record.events[:] = [row for row in record.events if row[0] >= cutoff]
def _penalizing_failures(self, record: _HealthRecord) -> int:
return sum(1 for _, success, penalty, _ in record.events if not success and penalty)
def _cooldown(self, record: _HealthRecord, signal: ProviderErrorSignal) -> float | None:
if signal.retry_after_seconds is not None:
return max(0.0, float(signal.retry_after_seconds))
if signal.error_kind == "OVERLOAD":
schedule = [max(0.0, float(v)) for v in self.policy.get("overload_cooldown_schedule") or []]
if schedule:
index = min(max(record.consecutive_overloads - 1, 0), len(schedule) - 1)
return schedule[index]
if signal.error_kind in {"RATE_LIMIT", "QUOTA_EXHAUSTED"}:
backoff = self.policy.get("rate_limit_backoff_policy")
if isinstance(backoff, Mapping):
base = max(0.0, float(backoff.get("base_seconds") or 0.0))
cap = max(base, float(backoff.get("max_seconds") or base))
attempts = max(1, self._penalizing_failures(record))
return min(cap, base * (2 ** max(0, attempts - 1)))
return None
def _refresh(self, record: _HealthRecord, now: float) -> None:
self._prune(record, now)
if record.circuit_state == "OPEN" and record.blocked_until is not None and now >= record.blocked_until:
record.circuit_state = "HALF_OPEN"
record.availability_state = "DEGRADED"
record.blocked_until = None
elif (
record.circuit_state == "CLOSED"
and record.availability_state in {"RATE_LIMITED", "OVERLOADED"}
and record.blocked_until is not None
and now >= record.blocked_until
):
record.availability_state = "DEGRADED"
record.blocked_until = None
def record_success(self, key: HealthKey, *, latency_ms: float = 0.0) -> HealthSnapshot:
with self._lock:
now = self._now()
record = self._record(key)
self._refresh(record, now)
latency = max(0.0, float(latency_ms or 0.0))
record.events.append((now, True, False, latency))
record.circuit_state = "CLOSED"
record.blocked_until = None
record.last_error_kind = ""
record.last_provider_code = ""
record.consecutive_overloads = 0
threshold = self._latency_threshold()
record.availability_state = "DEGRADED" if threshold > 0 and latency > threshold else "HEALTHY"
return self._snapshot_locked(record, now)
def record_failure(
self,
key: HealthKey,
signal: ProviderErrorSignal,
*,
latency_ms: float = 0.0,
) -> HealthSnapshot:
with self._lock:
now = self._now()
record = self._record(key)
self._refresh(record, now)
latency = max(0.0, float(latency_ms or 0.0))
record.events.append((now, False, bool(signal.penalizes_health), latency))
record.last_error_kind = signal.error_kind
record.last_provider_code = signal.provider_code
record.availability_state = signal.availability_state
if signal.error_kind == "OVERLOAD":
record.consecutive_overloads += 1
else:
record.consecutive_overloads = 0
cooldown = self._cooldown(record, signal)
if signal.availability_state in {"AUTH_BLOCKED", "BALANCE_BLOCKED"}:
record.circuit_state = "CLOSED"
record.blocked_until = None
elif signal.error_kind in {"RATE_LIMIT", "QUOTA_EXHAUSTED"}:
record.circuit_state = "CLOSED"
record.blocked_until = now + cooldown if cooldown is not None else None
else:
immediate = {
str(v or "").strip().upper()
for v in self.policy.get("immediate_open_error_kinds") or []
}
should_open = signal.error_kind in immediate
if signal.penalizes_health and self._penalizing_failures(record) >= self._failure_threshold():
should_open = True
if should_open:
record.circuit_state = "OPEN"
if cooldown is None:
cooldown = max(0.0, float(self.policy.get("half_open_probe_interval") or 0.0))
record.blocked_until = now + cooldown if cooldown is not None else None
return self._snapshot_locked(record, now)
def reset(self, key: HealthKey) -> None:
with self._lock:
self._records.pop(key, None)
def snapshot(self, key: HealthKey) -> HealthSnapshot:
with self._lock:
now = self._now()
record = self._record(key)
self._refresh(record, now)
return self._snapshot_locked(record, now)
def _snapshot_locked(self, record: _HealthRecord, now: float) -> HealthSnapshot:
self._prune(record, now)
successes = sum(1 for _, success, _, _ in record.events if success)
failures = sum(1 for _, success, penalty, _ in record.events if not success and penalty)
denominator = successes + failures
success_rate = successes / denominator if denominator else 0.0
error_rate = failures / denominator if denominator else 0.0
latencies = [latency for _, _, _, latency in record.events if latency > 0]
latency_ms = sum(latencies) / len(latencies) if latencies else 0.0
cause_state = record.availability_state
state = "CIRCUIT_OPEN" if record.circuit_state == "OPEN" else cause_state
eligible = (
record.circuit_state != "OPEN"
and cause_state not in {
"AUTH_BLOCKED",
"BALANCE_BLOCKED",
"RATE_LIMITED",
"OVERLOADED",
"UNREACHABLE",
"DISABLED",
}
)
return HealthSnapshot(
availability_state=state,
circuit_state=record.circuit_state,
eligible=eligible,
recent_successes=successes,
recent_failures=failures,
success_rate=success_rate,
error_rate=error_rate,
latency_ms=latency_ms,
blocked_until=record.blocked_until,
last_error_kind=record.last_error_kind,
last_provider_code=record.last_provider_code,
cause_state=cause_state,
)
|