from __future__ import annotations import logging import math from dataclasses import dataclass from datetime import datetime, timezone from typing import TYPE_CHECKING, Any, Callable, Optional import httpx from agent.anthropic_adapter import _is_oauth_token, resolve_anthropic_token from hermes_cli.auth import AuthError, _read_codex_tokens, resolve_codex_runtime_credentials from hermes_cli.runtime_provider import resolve_runtime_provider if TYPE_CHECKING: from typing import TypeGuard logger = logging.getLogger(__name__) def _utc_now() -> datetime: return datetime.now(timezone.utc) @dataclass(frozen=True) class AccountUsageWindow: label: str used_percent: Optional[float] = None reset_at: Optional[datetime] = None detail: Optional[str] = None @dataclass(frozen=True) class AccountUsageSnapshot: provider: str source: str fetched_at: datetime title: str = "Account limits" plan: Optional[str] = None windows: tuple[AccountUsageWindow, ...] = () details: tuple[str, ...] = () unavailable_reason: Optional[str] = None @property def available(self) -> bool: return bool(self.windows or self.details) and not self.unavailable_reason def _title_case_slug(value: Optional[str]) -> Optional[str]: cleaned = str(value or "").strip() return cleaned.replace("_", " ").replace("-", " ").title() if cleaned else None def _parse_dt(value: Any) -> Optional[datetime]: if value in {None, ""}: return None if isinstance(value, (int, float)): return datetime.fromtimestamp(float(value), tz=timezone.utc) if not isinstance(value, str) or not (text := value.strip()): return None if text.endswith("Z"): text = text[:-1] + "+00:00" try: dt = datetime.fromisoformat(text) return dt if dt.tzinfo else dt.replace(tzinfo=timezone.utc) except ValueError: return None def _format_reset(dt: Optional[datetime]) -> str: if not dt: return "unknown" local_dt = dt.astimezone() stamp = local_dt.strftime("%Y-%m-%d %H:%M %Z") total_seconds = int((dt - _utc_now()).total_seconds()) if total_seconds <= 0: return f"now ({stamp})" hours, rem = divmod(total_seconds, 3600) minutes = rem // 60 if hours >= 24: days, hours = divmod(hours, 24) return f"in {days}d {hours}h ({stamp})" return f"in {hours}h {minutes}m ({stamp})" if hours > 0 else f"in {minutes}m ({stamp})" def render_account_usage_lines(snapshot: Optional[AccountUsageSnapshot], *, markdown: bool = False) -> list[str]: if not snapshot: return [] bold = "**" if markdown else "" plan = f" ({snapshot.plan})" if snapshot.plan else "" lines = [f"📈 {bold}{snapshot.title}{bold}", f"Provider: {snapshot.provider}{plan}"] for window in snapshot.windows: if window.used_percent is None: base = f"{window.label}: unavailable" else: remaining = max(0, round(100 - float(window.used_percent))) used = max(0, round(float(window.used_percent))) base = f"{window.label}: {remaining}% remaining ({used}% used)" if window.reset_at: base += f" • resets {_format_reset(window.reset_at)}" elif window.detail: base += f" • {window.detail}" lines.append(base) lines.extend(snapshot.details) if snapshot.unavailable_reason: lines.append(f"Unavailable: {snapshot.unavailable_reason}") return lines def _fmt_usd(d: float) -> str: return f"${d:,.2f}" def _is_finite_num(v: Any) -> TypeGuard[float]: """True iff v is a real number (int/float, not bool, not NaN/Inf). ``TypeGuard`` so callers can do arithmetic on the positive branch without a None warning.""" return isinstance(v, (int, float)) and not isinstance(v, bool) and math.isfinite(v) def _nous_snapshot( windows: list[AccountUsageWindow], details: list[str], *, source: str, plan: Optional[str] = None ) -> AccountUsageSnapshot: return AccountUsageSnapshot( provider="nous", source=source, fetched_at=_utc_now(), title="Nous credits", plan=plan, windows=tuple(windows), details=tuple(details), ) def build_nous_credits_snapshot(account_info) -> Optional[AccountUsageSnapshot]: """Map a NousPortalAccountInfo into an AccountUsageSnapshot for /usage: dollar magnitudes + renewal date + portal CTA, plus a ``% used`` gauge when the portal supplies ``monthly_credits`` (older portals: magnitudes-only). Fail-open → None (caller shows nothing).""" try: from hermes_cli.nous_account import nous_portal_topup_url if account_info is None or not getattr(account_info, "logged_in", False): return None access = getattr(account_info, "paid_service_access_info", None) sub = getattr(account_info, "subscription", None) windows: list[AccountUsageWindow] = [] details: list[str] = [] # Gauge needs a positive cap AND a finite remaining <= cap (float math on # numeric account fields, NOT a server *_usd). used = cap - remaining, # clamped [0,100] so debt reads 100%. Excluded: NaN/Inf (json.loads # accepts bare NaN → "$nan") and remaining > cap (rollover makes the cap # a meaningless denominator). Both fall back to the magnitudes lines. if sub is not None: monthly_credits = getattr(sub, "monthly_credits", None) sub_remaining = getattr(sub, "credits_remaining", None) if ( _is_finite_num(monthly_credits) and monthly_credits > 0 and _is_finite_num(sub_remaining) and sub_remaining <= monthly_credits ): used = monthly_credits - sub_remaining windows.append(AccountUsageWindow( label="Subscription", used_percent=max(0.0, min(100.0, used / monthly_credits * 100.0)), detail=f"{_fmt_usd(sub_remaining)} of {_fmt_usd(monthly_credits)} left", )) if access is not None: for attr, label in ( ("subscription_credits_remaining", "Subscription credits"), ("purchased_credits_remaining", "Top-up credits"), ("total_usable_credits", "Total usable"), ): value = getattr(access, attr, None) if _is_finite_num(value): details.append(f"{label}: {_fmt_usd(value)}") if sub is not None: rollover = getattr(sub, "rollover_credits", None) if _is_finite_num(rollover) and rollover > 0: details.append(f"Rollover: {_fmt_usd(rollover)}") period_end = getattr(sub, "current_period_end", None) if period_end: details.append(f"Renews: {period_end}") if getattr(account_info, "paid_service_access", None) is False: details.append("Status: access depleted — top up to restore") if not windows and not details: return None details.append(f"Top up: {nous_portal_topup_url(account_info)}") details.append("(or run /topup)") plan = getattr(sub, "plan", None) if sub is not None else None return _nous_snapshot(windows, details, source="portal-account", plan=plan) except (AttributeError, TypeError): return None def _nous_logged_in() -> bool: """Cheap local auth-state check: a Nous access token is present. Fail-open False.""" try: from hermes_cli.auth import get_provider_auth_state tok = (get_provider_auth_state("nous") or {}).get("access_token") return isinstance(tok, str) and bool(tok.strip()) except Exception: return False def _fetch_portal_account(timeout: float): """Wall-clock-bounded fresh portal account fetch (raises on any failure/timeout).""" import concurrent.futures from hermes_cli.nous_account import get_nous_portal_account_info with concurrent.futures.ThreadPoolExecutor(max_workers=1) as pool: return pool.submit(get_nous_portal_account_info, force_fresh=True).result(timeout=timeout) def nous_credits_lines(*, markdown: bool = False, timeout: float = 10.0) -> list[str]: """Rendered Nous-credits /usage lines, or [] when there's nothing to show. Independent of any live agent (logged-in gate, then a bounded portal fetch); shared by CLI ``_show_usage`` and the TUI ``session.usage`` RPC so both show the same block. Fail-open: any hiccup or timeout → []. Dev override: HERMES_DEV_CREDITS_FIXTURE renders from the fixture instead of the portal. """ try: from agent.credits_tracker import dev_fixture_credits_state fixture = dev_fixture_credits_state() except Exception: fixture = None if fixture is not None: return render_account_usage_lines(_snapshot_from_credits_state(fixture), markdown=markdown) if not _nous_logged_in(): return [] try: snapshot = build_nous_credits_snapshot(_fetch_portal_account(timeout)) return render_account_usage_lines(snapshot, markdown=markdown) except Exception: # Fail-open; breadcrumb so a dead /usage credits block is diagnosable. logger.debug("credits ▸ /usage portal fetch/render failed (fail-open)", exc_info=True) return [] def _snapshot_from_credits_state(state) -> Optional[AccountUsageSnapshot]: """Map a header-shaped CreditsState (dev fixture) to the /usage snapshot, same shape as the portal path. *_usd strings are display values only; the % comes from CreditsState.used_fraction (micros math). Fail-open → None.""" try: if state is None: return None windows: list[AccountUsageWindow] = [] details: list[str] = [] uf = getattr(state, "used_fraction", None) sub_usd = getattr(state, "subscription_usd", None) cap_usd = getattr(state, "subscription_limit_usd", None) if isinstance(uf, (int, float)) and math.isfinite(uf): windows.append(AccountUsageWindow( label="Subscription", used_percent=max(0.0, min(100.0, uf * 100.0)), detail=f"${sub_usd} of ${cap_usd} left" if sub_usd and cap_usd else None, )) for value, label in ( (sub_usd, "Subscription credits"), (getattr(state, "purchased_usd", None), "Top-up credits"), (getattr(state, "remaining_usd", None), "Total usable"), ): if value: details.append(f"{label}: ${value}") if getattr(state, "paid_access", True) is False: details.append("Status: access depleted — top up to restore") if not windows and not details: return None details.append("(dev fixture — HERMES_DEV_CREDITS_FIXTURE)") return _nous_snapshot(windows, details, source="dev-fixture") except (AttributeError, TypeError): return None @dataclass(frozen=True) class CreditsView: """Surface-agnostic ``/topup`` balance view: one portal fetch, consumed identically by every money surface. Fail-open: not logged in / portal unreachable → ``logged_in`` False, ``topup_url`` None.""" logged_in: bool balance_lines: tuple[str, ...] = () identity_line: Optional[str] = None topup_url: Optional[str] = None depleted: bool = False def build_credits_view(*, markdown: bool = False, timeout: float = 10.0) -> CreditsView: """Build the /topup view: balance block + identity line + top-up URL. Reuses the /usage fetch + snapshot so numbers match; the balance block is the rendered snapshot MINUS its trailing top-up/hint lines (/topup has its own affordance). Fail-open → ``CreditsView(logged_in=False)``.""" not_logged_in = CreditsView(logged_in=False) if not _nous_logged_in(): return not_logged_in try: account = _fetch_portal_account(timeout) except Exception: logger.debug("credits ▸ /topup portal fetch failed (fail-open)", exc_info=True) return not_logged_in if account is None or not getattr(account, "logged_in", False): return not_logged_in from hermes_cli.nous_account import nous_portal_topup_url snapshot = build_nous_credits_snapshot(account) balance_lines: list[str] = [] if snapshot is not None: balance_lines = [ line for line in render_account_usage_lines(snapshot, markdown=markdown) if not line.lstrip().startswith("Top up:") and not line.lstrip().startswith("(or run") ] # Identity line — shown before any open. who: list[str] = [] email = getattr(account, "email", None) org_name = getattr(account, "org_name", None) if email: who.append(str(email)) if org_name: who.append(f"org {org_name}") return CreditsView( logged_in=True, balance_lines=tuple(balance_lines), identity_line=("Topping up as " + " / ".join(who)) if who else None, topup_url=nous_portal_topup_url(account), depleted=getattr(account, "paid_service_access", None) is False, ) def _codex_backend_urls(base_url: str) -> tuple[str, str, str]: """Codex backend endpoints (usage, reset-credits list, consume). Mirrors the Codex CLI's PathStyle split: ``/backend-api`` bases use the ChatGPT ``/wham/`` paths; everything else ``/api/codex/``.""" normalized = (base_url or "").strip().rstrip("/") or "https://chatgpt.com/backend-api/codex" if normalized.endswith("/codex"): normalized = normalized[: -len("/codex")] prefix = normalized + ("/wham" if "/backend-api" in normalized else "/api/codex") return (prefix + "/usage", prefix + "/rate-limit-reset-credits", prefix + "/rate-limit-reset-credits/consume") def _resolve_codex_usage_credentials( base_url: Optional[str], api_key: Optional[str], ) -> tuple[str, str, Optional[str]]: """Codex quota credentials: explicit live-agent creds → native runtime resolver (itself pool-aware) → direct pool select. Native OAuth stores device-code logins in the pool, so this must not depend only on the singleton store.""" explicit_key = str(api_key or "").strip() if explicit_key: return explicit_key, str(base_url or "").strip(), None # Only AuthError is caught so tier 3 can run: a broad except would mask a # transient refresh/network failure and hand back a DIFFERENT pool account's # usage; such errors must propagate to the fail-open outer guard. account_id # is best-effort: a partial singleton store must not sink a usable credential. try: creds = resolve_codex_runtime_credentials(refresh_if_expiring=True) account_id: Optional[str] = None try: tokens = _read_codex_tokens().get("tokens") or {} account_id = str(tokens.get("account_id", "") or "").strip() or None except AuthError: # Pool-only creds carry no singleton account_id; header is optional. logger.debug("codex ▸ /usage account_id read failed (best-effort)", exc_info=True) return creds["api_key"], str(creds.get("base_url", "") or "").strip(), account_id except AuthError: logger.debug("codex ▸ /usage runtime resolver returned no creds; trying pool", exc_info=True) # Tier 3: pool credentials have no account_id concept → header omitted. from agent.credential_pool import load_pool entry = load_pool("openai-codex").select() if entry is None: raise RuntimeError("No available openai-codex credential in credential pool") return entry.runtime_api_key, str(entry.runtime_base_url or base_url or "").strip(), None def _codex_banked_resets(payload: dict) -> int: raw = (payload.get("rate_limit_reset_credits") or {}).get("available_count") return int(raw) if isinstance(raw, (int, float)) else 0 def _codex_headers(token: str, account_id: Optional[str]) -> dict[str, str]: headers = {"Authorization": f"Bearer {token}", "Accept": "application/json", "User-Agent": "codex-cli"} if account_id: headers["ChatGPT-Account-Id"] = account_id return headers def _get_json(url: str, headers: dict[str, str], *, timeout: float) -> dict: with httpx.Client(timeout=timeout) as client: response = client.get(url, headers=headers) response.raise_for_status() return response.json() or {} def _usage_windows( source: dict, mapping: tuple[tuple[str, str], ...], used_key: str, reset_key: str, *, fraction: bool = False ) -> list[AccountUsageWindow]: """Build windows from ``source[key][used_key]``; ``fraction`` scales values <= 1 to percent.""" windows: list[AccountUsageWindow] = [] for key, label in mapping: window = source.get(key) or {} used = window.get(used_key) if used is None: continue used = float(used) if fraction and used <= 1: used *= 100 windows.append(AccountUsageWindow(label=label, used_percent=used, reset_at=_parse_dt(window.get(reset_key)))) return windows def _fetch_codex_account_usage( base_url: Optional[str] = None, api_key: Optional[str] = None, ) -> Optional[AccountUsageSnapshot]: token, resolved_base_url, account_id = _resolve_codex_usage_credentials(base_url, api_key) payload = _get_json(_codex_backend_urls(resolved_base_url)[0], _codex_headers(token, account_id), timeout=15.0) windows = _usage_windows( payload.get("rate_limit") or {}, (("primary_window", "Session"), ("secondary_window", "Weekly")), "used_percent", "reset_at", ) details: list[str] = [] count = _codex_banked_resets(payload) if count > 0: plural = "s" if count != 1 else "" details.append(f"You have {count} reset{plural} banked - use /usage reset to activate") credits = payload.get("credits") or {} balance = credits.get("balance") if credits.get("has_credits") and isinstance(balance, (int, float)): details.append(f"Credits balance: ${float(balance):.2f}") elif credits.get("has_credits") and credits.get("unlimited"): details.append("Credits balance: unlimited") return AccountUsageSnapshot( provider="openai-codex", source="usage_api", fetched_at=_utc_now(), plan=_title_case_slug(payload.get("plan_type")), windows=tuple(windows), details=tuple(details), ) @dataclass(frozen=True) class CodexResetRedeemResult: """Outcome of a `/usage reset` attempt against the Codex backend.""" status: str # reset | nothing_to_reset | no_credit | already_redeemed | # not_exhausted | no_credits_banked | unavailable message: str available_count: int = 0 windows_reset: int = 0 @property def redeemed(self) -> bool: return self.status == "reset" # Client-side guard: a window only counts as exhausted when fully used. Below # this, redeeming a banked reset wastes most of its value → block, point at --force. _CODEX_WINDOW_EXHAUSTED_PERCENT = 100.0 def _unavailable(message: str) -> CodexResetRedeemResult: return CodexResetRedeemResult(status="unavailable", message=message) def redeem_codex_reset_credit( *, base_url: Optional[str] = None, api_key: Optional[str] = None, force: bool = False, ) -> CodexResetRedeemResult: """Redeem one banked Codex rate-limit reset credit (`/usage reset`), mirroring the Codex CLI picker: GET usage → guard (no banked credits, or no window fully used and not ``force`` → refuse; a reset restores the WHOLE 5h + weekly allowance, and the backend's own ``nothing_to_reset`` guard is less clear) → POST consume with a fresh UUID ``redeem_request_id`` and no ``credit_id`` (the backend picks the next credit). Never raises: every failure returns a result.""" import uuid try: token, resolved_base_url, account_id = _resolve_codex_usage_credentials(base_url, api_key) except Exception: return _unavailable("No Codex credentials available. Run `hermes auth` to sign in with your ChatGPT account.") usage_url, _credits_url, consume_url = _codex_backend_urls(resolved_base_url) headers = _codex_headers(token, account_id) try: with httpx.Client(timeout=15.0) as client: usage_resp = client.get(usage_url, headers=headers) usage_resp.raise_for_status() payload = usage_resp.json() or {} available = _codex_banked_resets(payload) if available <= 0: return CodexResetRedeemResult( status="no_credits_banked", message="No banked reset credits on this account — nothing to redeem." ) rate_limit = payload.get("rate_limit") or {} used_pcts = [ float(u) for u in ((rate_limit.get(k) or {}).get("used_percent") for k in ("primary_window", "secondary_window")) if isinstance(u, (int, float)) ] worst_used: Optional[float] = max(0.0, *used_pcts) if used_pcts else None if not force and not (worst_used is not None and worst_used >= _CODEX_WINDOW_EXHAUSTED_PERCENT): usage_note = ( f"your busiest window is only {worst_used:.0f}% used" if worst_used is not None else "your current usage could not be confirmed as exhausted" ) plural = "s" if available != 1 else "" return CodexResetRedeemResult( status="not_exhausted", message=( f"⚠️ Not redeeming: {usage_note}. A banked reset restores your FULL " f"5h + weekly limits, so spending it now would waste most of it. " f"You have {available} reset{plural} banked. " f"Use `/usage reset --force` to redeem anyway." ), available_count=available, ) consume_resp = client.post( consume_url, headers={**headers, "Content-Type": "application/json"}, json={"redeem_request_id": str(uuid.uuid4())}, ) consume_resp.raise_for_status() body = consume_resp.json() or {} except httpx.HTTPStatusError as exc: code = exc.response.status_code if code in (401, 403): return _unavailable( "Codex backend rejected the request (HTTP " f"{code}). Reset credits require ChatGPT-account (OAuth) auth — " "run `hermes auth` and sign in with your ChatGPT account." ) return _unavailable(f"Codex backend error (HTTP {code}) — try again shortly.") except Exception as exc: return _unavailable(f"Could not reach the Codex backend: {exc}") code = str(body.get("code", "") or "").strip().lower() windows_reset = body.get("windows_reset") remaining = max(0, available - 1) plural = "s" if remaining != 1 else "" if code == "reset": # Quota is restored upstream — lift persisted pool cooldowns so the # credential isn't frozen behind a stale ``last_error_reset_at``. try: from hermes_cli.auth import clear_codex_pool_quota_cooldowns clear_codex_pool_quota_cooldowns() except Exception: logger.debug("Failed to clear Codex pool cooldowns after reset redemption", exc_info=True) return CodexResetRedeemResult( status="reset", message=( f"✅ Reset redeemed — your usage limits have been reset. " f"{remaining} banked reset{plural} remaining." ), available_count=remaining, windows_reset=int(windows_reset) if isinstance(windows_reset, (int, float)) else 0, ) outcomes: dict[str, tuple[str, int]] = { "nothing_to_reset": ( "Backend reports nothing to reset — your limits aren't exhausted. The credit was NOT spent.", available, ), "no_credit": ("Backend reports no available reset credit on this account.", 0), "already_redeemed": ("This redemption was already processed — no additional credit was spent.", remaining), } if code in outcomes: message, count = outcomes[code] return CodexResetRedeemResult(status=code, message=message, available_count=count) return _unavailable(f"Unexpected response from the Codex backend: {body!r}") def _fetch_anthropic_account_usage( base_url: Optional[str] = None, api_key: Optional[str] = None ) -> Optional[AccountUsageSnapshot]: token = (resolve_anthropic_token() or "").strip() if not token: return None if not _is_oauth_token(token): return AccountUsageSnapshot( provider="anthropic", source="oauth_usage_api", fetched_at=_utc_now(), unavailable_reason="Anthropic account limits are only available for OAuth-backed Claude accounts.", ) headers = { "Authorization": f"Bearer {token}", "Accept": "application/json", "Content-Type": "application/json", "anthropic-beta": "oauth-2025-04-20", "User-Agent": "claude-code/2.1.0", } payload = _get_json("https://api.anthropic.com/api/oauth/usage", headers, timeout=15.0) windows = _usage_windows( payload, (("five_hour", "Current session"), ("seven_day", "Current week"), ("seven_day_opus", "Opus week"), ("seven_day_sonnet", "Sonnet week")), "utilization", "resets_at", fraction=True, ) details: list[str] = [] extra = payload.get("extra_usage") or {} used_credits, monthly_limit = extra.get("used_credits"), extra.get("monthly_limit") if extra.get("is_enabled") and isinstance(used_credits, (int, float)) and isinstance(monthly_limit, (int, float)): details.append(f"Extra usage: {used_credits:.2f} / {monthly_limit:.2f} {extra.get('currency') or 'USD'}") return AccountUsageSnapshot( provider="anthropic", source="oauth_usage_api", fetched_at=_utc_now(), windows=tuple(windows), details=tuple(details), ) def _fetch_openrouter_account_usage(base_url: Optional[str], api_key: Optional[str]) -> Optional[AccountUsageSnapshot]: runtime = resolve_runtime_provider(requested="openrouter", explicit_base_url=base_url, explicit_api_key=api_key) token = str(runtime.get("api_key", "") or "").strip() if not token: return None normalized = str(runtime.get("base_url", "") or "").rstrip("/") headers = {"Authorization": f"Bearer {token}", "Accept": "application/json"} with httpx.Client(timeout=10.0) as client: def _data(path: str) -> dict: resp = client.get(f"{normalized}/{path}", headers=headers) resp.raise_for_status() return (resp.json() or {}).get("data") or {} credits = _data("credits") try: key_data = _data("key") except Exception: key_data = {} balance = float(credits.get("total_credits") or 0.0) - float(credits.get("total_usage") or 0.0) details = [f"Credits balance: ${max(0.0, balance):.2f}"] windows: list[AccountUsageWindow] = [] limit = key_data.get("limit") limit_remaining = key_data.get("limit_remaining") limit_reset = str(key_data.get("limit_reset") or "").strip() usage = key_data.get("usage") if ( isinstance(limit, (int, float)) and float(limit) > 0 and isinstance(limit_remaining, (int, float)) and 0 <= float(limit_remaining) <= float(limit) ): limit_value = float(limit) remaining_value = float(limit_remaining) detail_parts = [f"${remaining_value:.2f} of ${limit_value:.2f} remaining"] if limit_reset: detail_parts.append(f"resets {limit_reset}") windows.append(AccountUsageWindow( label="API key quota", used_percent=((limit_value - remaining_value) / limit_value) * 100, detail=" • ".join(detail_parts), )) if isinstance(usage, (int, float)): usage_parts = [f"API key usage: ${float(usage):.2f} total"] for key, label in (("usage_daily", "today"), ("usage_weekly", "this week"), ("usage_monthly", "this month")): value = key_data.get(key) if isinstance(value, (int, float)) and float(value) > 0: usage_parts.append(f"${float(value):.2f} {label}") details.append(" • ".join(usage_parts)) return AccountUsageSnapshot( provider="openrouter", source="credits_api", fetched_at=_utc_now(), windows=tuple(windows), details=tuple(details), ) _USAGE_FETCHERS: dict[str, Callable[[Optional[str], Optional[str]], Optional[AccountUsageSnapshot]]] = { "openai-codex": _fetch_codex_account_usage, "anthropic": _fetch_anthropic_account_usage, "openrouter": _fetch_openrouter_account_usage, } def fetch_account_usage( provider: Optional[str], *, base_url: Optional[str] = None, api_key: Optional[str] = None, ) -> Optional[AccountUsageSnapshot]: fetcher = _USAGE_FETCHERS.get(str(provider or "").strip().lower()) try: return fetcher(base_url, api_key) if fetcher else None except Exception: return None