mirror of
https://github.com/diegosouzapw/OmniRoute.git
synced 2026-08-20 06:02:14 +03:00
0efaf1cca7
- plugin.mjs: replace execSync string-template with spawnSync arg-array (command injection) - electron/main.js: gate unsafe-eval on !app.isPackaged instead of URL substring; merge duplicate connect-src - budget/bulk, resilience/reset: add requireManagementAuth guard - gemini-web, claude-web, copilot-web executors: route catch-block messages through sanitizeErrorMessage - oauth route, agents/tasks routes: route catch-block errors through sanitizeErrorMessage - codex.ts: return null (not error-object) from refreshCredentials on failure - tokenRefresh.ts: safe unknown-error access in catch block - combo.ts: reset exhaustedProviders per set-retry iteration so providers get a second chance - circuitBreaker.ts: persist and restore lastFailureKind via options JSON column
2782 lines
98 KiB
TypeScript
2782 lines
98 KiB
TypeScript
/**
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* Shared combo (model combo) handling with fallback support
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* Supports: priority, weighted, round-robin, random, least-used, cost-optimized,
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* reset-aware, strict-random, auto, fill-first, p2c, lkgp, context-optimized,
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* and context-relay strategies
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*/
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import {
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checkFallbackError,
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formatRetryAfter,
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getRuntimeProviderProfile,
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recordProviderFailure,
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isProviderFailureCode,
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isProviderExhaustedReason,
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} from "./accountFallback.ts";
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import { errorResponse, unavailableResponse } from "../utils/error.ts";
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import { recordComboIntent, recordComboRequest, getComboMetrics } from "./comboMetrics.ts";
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import { resolveComboConfig, getDefaultComboConfig } from "./comboConfig.ts";
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import { maybeGenerateHandoff, resolveContextRelayConfig } from "./contextHandoff.ts";
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import { fetchCodexQuota } from "./codexQuotaFetcher.ts";
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import { getQuotaFetcher } from "./quotaPreflight.ts";
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import * as semaphore from "./rateLimitSemaphore.ts";
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import { getCircuitBreaker } from "../../src/shared/utils/circuitBreaker";
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import { fisherYatesShuffle, getNextFromDeck } from "../../src/shared/utils/shuffleDeck";
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import { parseModel } from "./model.ts";
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import { applyComboAgentMiddleware, injectModelTag } from "./comboAgentMiddleware.ts";
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import { classifyWithConfig, DEFAULT_INTENT_CONFIG } from "./intentClassifier.ts";
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import { selectProvider as selectAutoProvider } from "./autoCombo/engine.ts";
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import { selectWithStrategy } from "./autoCombo/routerStrategy.ts";
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import { getTaskFitness } from "./autoCombo/taskFitness.ts";
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import {
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calculateFactors,
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calculateScore,
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DEFAULT_WEIGHTS,
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type ProviderCandidate,
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type ScoringWeights,
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} from "./autoCombo/scoring.ts";
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import { supportsToolCalling } from "./modelCapabilities.ts";
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import { estimateTokens } from "./contextManager.ts";
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import { getSessionConnection } from "./sessionManager.ts";
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import { generateRoutingHints } from "./manifestAdapter";
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import type { RoutingHint } from "./manifestAdapter";
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import { getModelContextLimit } from "../../src/lib/modelCapabilities";
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import { getProviderConnections } from "../../src/lib/db/providers";
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import {
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getComboModelString,
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getComboStepTarget,
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getComboStepWeight,
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normalizeComboStep,
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} from "../../src/lib/combos/steps.ts";
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import {
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getConnectionRoutingTags,
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matchesRoutingTags,
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resolveRequestRoutingTags,
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type RoutingTagMatchMode,
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} from "../../src/domain/tagRouter.ts";
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import { normalizeRoutingStrategy } from "../../src/shared/constants/routingStrategies.ts";
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// Status codes that should mark round-robin target semaphores as cooling down.
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const TRANSIENT_FOR_SEMAPHORE = [429, 502, 503, 504];
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// Patterns that signal all accounts for a provider are rate-limited / exhausted.
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// Used to detect 503 responses from handleNoCredentials so combo can fallback.
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const ALL_ACCOUNTS_RATE_LIMITED_PATTERNS = [/unavailable/i, /service temporarily unavailable/i];
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function isAllAccountsRateLimitedResponse(
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status: number,
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contentType: string | null,
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errorText: string
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): boolean {
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if (status !== 503) return false;
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if (!contentType?.includes("application/json")) return false;
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return ALL_ACCOUNTS_RATE_LIMITED_PATTERNS.some((p) => p.test(errorText));
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}
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const MAX_COMBO_DEPTH = 3;
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const MAX_FALLBACK_WAIT_MS = 5000;
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const MAX_GLOBAL_ATTEMPTS = 30;
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function resolveDelayMs(value: unknown, fallback: number): number {
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const numericValue = Number(value);
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if (!Number.isFinite(numericValue) || numericValue < 0) return fallback;
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return numericValue;
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}
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function comboModelNotFoundResponse(message: string) {
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return errorResponse(404, message);
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}
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// Bootstrap defaults from ClawRouter benchmark (used when no local latency history exists yet)
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const DEFAULT_MODEL_P95_MS = {
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"grok-4-fast-non-reasoning": 1143,
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"grok-4-1-fast-non-reasoning": 1244,
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"gemini-2.5-flash": 1238,
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"kimi-k2.5": 1646,
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"gpt-4o-mini": 2764,
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"claude-sonnet-4.6": 4000,
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"claude-opus-4.6": 6000,
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"deepseek-chat": 2000,
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};
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const MIN_HISTORY_SAMPLES = 10;
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// Assumed fraction of tokens that are output when blending input+output prices
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// for auto-combo cost scoring. 0.4 = 40% output, 60% input.
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// Matches the example in GitHub issue #1812 (e.g. o3-like model: $3 input/$15 output).
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const OUTPUT_TOKEN_RATIO = 0.4;
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const RESET_AWARE_SESSION_WINDOW_MS = 5 * 60 * 60 * 1000;
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const RESET_AWARE_WEEKLY_WINDOW_MS = 7 * 24 * 60 * 60 * 1000;
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const RESET_AWARE_REMAINING_WEIGHT = 0.55;
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const RESET_AWARE_RESET_WEIGHT = 0.45;
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const RESET_AWARE_CONNECTION_CACHE_TTL_MS = 30_000;
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const RESET_AWARE_QUOTA_FETCH_CONCURRENCY = 5;
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const RESET_AWARE_DEFAULTS = {
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sessionWeight: 0.35,
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weeklyWeight: 0.65,
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tieBandPercent: 5,
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exhaustionGuardPercent: 10,
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};
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export type ResolvedComboTarget = {
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kind: "model";
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stepId: string;
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executionKey: string;
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modelStr: string;
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provider: string;
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providerId: string | null;
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connectionId: string | null;
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allowedConnectionIds?: string[] | null;
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weight: number;
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label: string | null;
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};
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type ComboRuntimeStep =
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| ResolvedComboTarget
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| {
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kind: "combo-ref";
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stepId: string;
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executionKey: string;
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comboName: string;
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weight: number;
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label: string | null;
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};
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function isRecord(value): value is Record<string, unknown> {
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return !!value && typeof value === "object" && !Array.isArray(value);
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}
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function toTrimmedString(value): string | null {
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return typeof value === "string" && value.trim().length > 0 ? value.trim() : null;
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}
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/**
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* Validate that a successful (HTTP 200) non-streaming response actually contains
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* meaningful content. Returns { valid: true } or { valid: false, reason }.
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*
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* Only inspects non-streaming JSON responses — streaming responses are passed through
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* because buffering the full stream would defeat the purpose of streaming.
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*
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* Checks:
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* 1. Body is valid JSON
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* 2. Has at least one choice with non-empty content or tool_calls
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*/
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export async function validateResponseQuality(
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response: Response,
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isStreaming: boolean,
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log: { warn?: (...args: unknown[]) => void }
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): Promise<{ valid: boolean; reason?: string; clonedResponse?: Response }> {
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if (isStreaming) return { valid: true };
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const contentType = response.headers.get("content-type") || "";
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if (!contentType.includes("application/json") && !contentType.includes("text/")) {
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return { valid: true };
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}
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let cloned: Response;
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try {
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cloned = response.clone();
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} catch {
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return { valid: true };
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}
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let text: string;
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try {
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text = await cloned.text();
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} catch {
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return { valid: true };
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}
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if (!text || text.trim().length === 0) {
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return { valid: false, reason: "empty response body" };
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}
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let json: Record<string, unknown>;
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try {
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json = JSON.parse(text);
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} catch {
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if (text.startsWith("data:") || text.startsWith("event:")) return { valid: true };
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return { valid: false, reason: "response is not valid JSON" };
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}
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const choices = json?.choices;
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if (!Array.isArray(choices) || choices.length === 0) {
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if (json?.output || json?.result || json?.data || json?.response) return { valid: true };
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if (json?.error) {
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const err = json.error as Record<string, unknown>;
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return {
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valid: false,
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reason: `upstream error in 200 body: ${err?.message || JSON.stringify(json.error).substring(0, 200)}`,
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};
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}
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return { valid: true };
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}
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const firstChoice = choices[0];
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const message = firstChoice?.message || firstChoice?.delta;
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if (!message) {
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return { valid: false, reason: "choice has no message object" };
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}
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const content = message.content;
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const toolCalls = message.tool_calls;
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// Issue #2341: Reasoning models (Kimi-K2.5-TEE, GLM-5-TEE, etc.) emit their
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// output in `reasoning_content` (or `reasoning`) with `content: null`. The
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// validator used to flag those as empty and trigger a false-positive 502
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// fallback. Count a non-empty reasoning_content as valid output too.
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const reasoningContent = message.reasoning_content ?? message.reasoning;
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const hasReasoningContent =
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typeof reasoningContent === "string" && reasoningContent.trim().length > 0;
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const hasContent =
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(content !== null && content !== undefined && content !== "") || hasReasoningContent;
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const hasToolCalls = Array.isArray(toolCalls) && toolCalls.length > 0;
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if (!hasContent && !hasToolCalls) {
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return { valid: false, reason: "empty content and no tool_calls in response" };
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}
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return {
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valid: true,
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clonedResponse: new Response(text, {
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status: response.status,
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statusText: response.statusText,
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headers: response.headers,
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}),
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};
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}
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// In-memory atomic counter per combo for round-robin distribution
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// Resets on server restart (by design — no stale state)
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const rrCounters = new Map();
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const resetAwareConnectionCache = new Map<
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string,
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{ fetchedAt: number; connections: Array<Record<string, unknown>> }
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>();
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/**
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* Normalize a model entry to { model, weight }
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* Supports both legacy string format and new object format
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*/
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function normalizeModelEntry(entry) {
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return {
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model: getComboStepTarget(entry) || "",
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weight: getComboStepWeight(entry),
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};
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}
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function getTargetProvider(modelStr: string, providerId?: string | null): string {
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const parsed = parseModel(modelStr);
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return providerId || parsed.provider || parsed.providerAlias || "unknown";
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}
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function isStreamReadinessFailureErrorBody(errorBody: unknown): boolean {
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if (!errorBody || typeof errorBody !== "object") return false;
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const error = (errorBody as Record<string, unknown>).error;
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if (!error || typeof error !== "object") return false;
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const code = (error as Record<string, unknown>).code;
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return code === "STREAM_READINESS_TIMEOUT" || code === "STREAM_EARLY_EOF";
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}
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function toRecordedTarget(target: ResolvedComboTarget) {
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return {
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executionKey: target.executionKey,
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stepId: target.stepId,
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provider: target.provider,
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providerId: target.providerId,
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connectionId: target.connectionId,
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label: target.label,
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};
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}
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function buildExecutionKey(path: string[], stepId: string): string {
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return [...path, stepId].join(">");
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}
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function normalizeRuntimeStep(entry, comboName, index, allCombos, path = []) {
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const step = normalizeComboStep(entry, {
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comboName,
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index,
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allCombos,
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});
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if (!step) return null;
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const executionKey = buildExecutionKey(path, step.id);
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const label = typeof step.label === "string" ? step.label : null;
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const weight = step.weight || 0;
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if (step.kind === "combo-ref") {
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return {
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kind: "combo-ref",
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stepId: step.id,
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executionKey,
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comboName: step.comboName,
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weight,
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label,
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};
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}
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const modelStr = getComboModelString(step);
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if (!modelStr) return null;
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return {
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kind: "model",
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stepId: step.id,
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executionKey,
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modelStr,
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provider: getTargetProvider(modelStr, step.providerId),
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providerId: step.providerId || null,
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connectionId: step.connectionId || null,
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weight,
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label,
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} satisfies ResolvedComboTarget;
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}
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function getDirectComboTargets(combo) {
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return getOrderedTopLevelRuntimeSteps(combo, null).filter(
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(entry): entry is ResolvedComboTarget => entry?.kind === "model"
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);
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}
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function getTopLevelRuntimeSteps(combo, allCombos, path = []) {
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return (combo.models || [])
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.map((entry, index) => normalizeRuntimeStep(entry, combo.name, index, allCombos, path))
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.filter((entry): entry is ComboRuntimeStep => entry !== null);
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}
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function getCompositeTierStepOrder(combo): string[] {
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const compositeTiers = isRecord(combo?.config) ? combo.config.compositeTiers : null;
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if (!isRecord(compositeTiers)) return [];
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const defaultTier = toTrimmedString(compositeTiers.defaultTier);
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const tiers = isRecord(compositeTiers.tiers) ? compositeTiers.tiers : null;
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if (!defaultTier || !tiers) return [];
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const orderedStepIds: string[] = [];
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const visitedTiers = new Set<string>();
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const seenStepIds = new Set<string>();
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const tierEntries = new Map(
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Object.entries(tiers)
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.map(([tierName, rawTier]) => {
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if (!isRecord(rawTier)) return null;
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const normalizedTierName = toTrimmedString(tierName);
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const stepId = toTrimmedString(rawTier.stepId);
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const fallbackTier = toTrimmedString(rawTier.fallbackTier);
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if (!normalizedTierName || !stepId) return null;
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return [normalizedTierName, { stepId, fallbackTier }] as const;
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})
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.filter(Boolean)
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);
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let currentTier = defaultTier;
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while (currentTier && tierEntries.has(currentTier) && !visitedTiers.has(currentTier)) {
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visitedTiers.add(currentTier);
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const entry = tierEntries.get(currentTier);
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if (!entry) break;
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if (!seenStepIds.has(entry.stepId)) {
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orderedStepIds.push(entry.stepId);
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seenStepIds.add(entry.stepId);
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}
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currentTier = entry.fallbackTier;
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}
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for (const entry of tierEntries.values()) {
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if (!seenStepIds.has(entry.stepId)) {
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orderedStepIds.push(entry.stepId);
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seenStepIds.add(entry.stepId);
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}
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}
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return orderedStepIds;
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}
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function hasCompositeTierRuntimeOrder(combo): boolean {
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return getCompositeTierStepOrder(combo).length > 0;
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}
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function orderRuntimeStepsByCompositeTiers(steps: ComboRuntimeStep[], combo): ComboRuntimeStep[] {
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const orderedStepIds = getCompositeTierStepOrder(combo);
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if (orderedStepIds.length === 0) return steps;
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const byStepId = new Map(steps.map((step) => [step.stepId, step]));
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const seen = new Set<string>();
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const ordered: ComboRuntimeStep[] = [];
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for (const stepId of orderedStepIds) {
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const step = byStepId.get(stepId);
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if (!step || seen.has(step.stepId)) continue;
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ordered.push(step);
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seen.add(step.stepId);
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}
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for (const step of steps) {
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if (seen.has(step.stepId)) continue;
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ordered.push(step);
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seen.add(step.stepId);
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}
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return ordered;
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}
|
|
|
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function getOrderedTopLevelRuntimeSteps(combo, allCombos, path = []) {
|
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return orderRuntimeStepsByCompositeTiers(getTopLevelRuntimeSteps(combo, allCombos, path), combo);
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}
|
|
|
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function expandRuntimeStep(step, allCombos, visited = new Set(), depth = 0, path = []) {
|
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if (step.kind === "model") return [step];
|
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if (depth > MAX_COMBO_DEPTH) return [];
|
|
|
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const combos = Array.isArray(allCombos) ? allCombos : allCombos?.combos || [];
|
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const nestedCombo = combos.find((combo) => combo.name === step.comboName);
|
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if (!nestedCombo || visited.has(step.comboName)) return [];
|
|
|
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return resolveNestedComboTargets(nestedCombo, combos, new Set(visited), depth + 1, [
|
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...path,
|
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step.stepId,
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]);
|
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}
|
|
|
|
export function resolveNestedComboTargets(
|
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combo,
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allCombos,
|
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visited = new Set(),
|
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depth = 0,
|
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path = []
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) {
|
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const directTargets = (combo.models || [])
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.map((entry, index) => normalizeRuntimeStep(entry, combo.name, index, null, path))
|
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.filter((entry): entry is ResolvedComboTarget => entry?.kind === "model");
|
|
|
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if (depth > MAX_COMBO_DEPTH) return directTargets;
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if (visited.has(combo.name)) return [];
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visited.add(combo.name);
|
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|
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const runtimeSteps = getOrderedTopLevelRuntimeSteps(combo, allCombos, path);
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const resolved: ResolvedComboTarget[] = [];
|
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|
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for (const step of runtimeSteps) {
|
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if (step.kind === "combo-ref") {
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resolved.push(...expandRuntimeStep(step, allCombos, new Set(visited), depth, path));
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continue;
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}
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resolved.push(step);
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}
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|
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return resolved;
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}
|
|
|
|
/**
|
|
* Get combo models from combos data (for open-sse standalone use)
|
|
* @param {string} modelStr - Model string to check
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|
* @param {Array|Object} combosData - Array of combos or object with combos
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|
* @returns {Object|null} Full combo object or null if not a combo
|
|
*/
|
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export function getComboFromData(modelStr, combosData) {
|
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const combos = Array.isArray(combosData) ? combosData : combosData?.combos || [];
|
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const combo = combos.find((c) => c.name === modelStr);
|
|
if (combo?.models && combo.models.length > 0) {
|
|
return combo;
|
|
}
|
|
return null;
|
|
}
|
|
|
|
/**
|
|
* Legacy: Get combo models as string array (backward compat)
|
|
*/
|
|
export function getComboModelsFromData(modelStr, combosData) {
|
|
const combo = getComboFromData(modelStr, combosData);
|
|
if (!combo) return null;
|
|
return combo.models.map((m) => normalizeModelEntry(m).model);
|
|
}
|
|
|
|
/**
|
|
* Validate combo DAG — detect circular references and enforce max depth
|
|
* @param {string} comboName - Name of the combo to validate
|
|
* @param {Array} allCombos - All combos in the system
|
|
* @param {Set} [visited] - Set of already visited combo names (for cycle detection)
|
|
* @param {number} [depth] - Current depth level
|
|
* @throws {Error} If circular reference or max depth exceeded
|
|
*/
|
|
export function validateComboDAG(comboName, allCombos, visited = new Set(), depth = 0) {
|
|
if (depth > MAX_COMBO_DEPTH) {
|
|
throw new Error(`Max combo nesting depth (${MAX_COMBO_DEPTH}) exceeded at "${comboName}"`);
|
|
}
|
|
if (visited.has(comboName)) {
|
|
throw new Error(`Circular combo reference detected: ${comboName}`);
|
|
}
|
|
visited.add(comboName);
|
|
|
|
const combos = Array.isArray(allCombos) ? allCombos : allCombos?.combos || [];
|
|
const combo = combos.find((c) => c.name === comboName);
|
|
if (!combo?.models) return;
|
|
|
|
for (const entry of combo.models) {
|
|
const modelName = normalizeModelEntry(entry).model;
|
|
// Check if this model name is itself a combo (not a provider/model pattern)
|
|
const nestedCombo = combos.find((c) => c.name === modelName);
|
|
if (nestedCombo) {
|
|
validateComboDAG(modelName, combos, new Set(visited), depth + 1);
|
|
}
|
|
}
|
|
}
|
|
|
|
/**
|
|
* Resolve nested combos by expanding inline to a flat model list
|
|
* Respects max depth and detects cycles
|
|
* @param {Object} combo - The combo object
|
|
* @param {Array} allCombos - All combos in the system
|
|
* @param {Set} [visited] - For cycle detection
|
|
* @param {number} [depth] - Current depth
|
|
* @returns {Array} Flat array of model strings
|
|
*/
|
|
export function resolveNestedComboModels(combo, allCombos, visited = new Set(), depth = 0) {
|
|
if (depth > MAX_COMBO_DEPTH) return combo.models.map((m) => normalizeModelEntry(m).model);
|
|
if (visited.has(combo.name)) return []; // cycle safety
|
|
visited.add(combo.name);
|
|
|
|
const combos = Array.isArray(allCombos) ? allCombos : allCombos?.combos || [];
|
|
const resolved = [];
|
|
|
|
for (const entry of combo.models || []) {
|
|
const modelName = normalizeModelEntry(entry).model;
|
|
const nestedCombo = combos.find((c) => c.name === modelName);
|
|
|
|
if (nestedCombo) {
|
|
// Recursively expand the nested combo
|
|
const nested = resolveNestedComboModels(nestedCombo, combos, new Set(visited), depth + 1);
|
|
resolved.push(...nested);
|
|
} else {
|
|
resolved.push(modelName);
|
|
}
|
|
}
|
|
|
|
return resolved;
|
|
}
|
|
|
|
function selectWeightedTarget<T extends { weight?: number }>(targets: T[]) {
|
|
if (targets.length === 0) return null;
|
|
|
|
const totalWeight = targets.reduce((sum, target) => sum + (target.weight || 0), 0);
|
|
if (totalWeight <= 0) {
|
|
return targets[Math.floor(Math.random() * targets.length)];
|
|
}
|
|
|
|
let random = Math.random() * totalWeight;
|
|
for (const target of targets) {
|
|
random -= target.weight || 0;
|
|
if (random <= 0) return target;
|
|
}
|
|
|
|
return targets.at(-1);
|
|
}
|
|
|
|
function orderTargetsForWeightedFallback<T extends { executionKey: string; weight: number }>(
|
|
targets: T[],
|
|
selectedExecutionKey: string,
|
|
preserveExistingOrder = false
|
|
) {
|
|
const selected = targets.find((target) => target.executionKey === selectedExecutionKey);
|
|
const rest = targets.filter((target) => target.executionKey !== selectedExecutionKey);
|
|
if (!preserveExistingOrder) {
|
|
rest.sort((a, b) => b.weight - a.weight);
|
|
}
|
|
return [selected, ...rest].filter(Boolean);
|
|
}
|
|
|
|
// shuffleArray and getNextModelFromDeck moved to src/shared/utils/shuffleDeck.ts
|
|
// combo.ts now uses the shared, mutex-protected getNextFromDeck with "combo:" namespace.
|
|
|
|
/**
|
|
* Sort models by pricing (cheapest first) for cost-optimized strategy
|
|
* @param {Array<string>} models - Model strings in "provider/model" format
|
|
* @returns {Promise<Array<string>>} Sorted model strings
|
|
*/
|
|
async function sortModelsByCost(models) {
|
|
try {
|
|
const { getPricingForModel } = await import("../../src/lib/localDb");
|
|
const withCost = await Promise.all(
|
|
models.map(async (modelStr) => {
|
|
const parsed = parseModel(modelStr);
|
|
const provider = parsed.provider || parsed.providerAlias || "unknown";
|
|
const model = parsed.model || modelStr;
|
|
try {
|
|
const pricing = await getPricingForModel(provider, model);
|
|
return { modelStr, cost: pricing?.input ?? Infinity };
|
|
} catch {
|
|
return { modelStr, cost: Infinity };
|
|
}
|
|
})
|
|
);
|
|
withCost.sort((a, b) => a.cost - b.cost);
|
|
return withCost.map((e) => e.modelStr);
|
|
} catch {
|
|
// If pricing lookup fails entirely, return original order
|
|
return models;
|
|
}
|
|
}
|
|
|
|
async function sortTargetsByCost(targets: ResolvedComboTarget[]) {
|
|
const orderedModels = await sortModelsByCost(targets.map((target) => target.modelStr));
|
|
const byModel = new Map<string, ResolvedComboTarget[]>();
|
|
for (const target of targets) {
|
|
const queue = byModel.get(target.modelStr) || [];
|
|
queue.push(target);
|
|
byModel.set(target.modelStr, queue);
|
|
}
|
|
return orderedModels
|
|
.map((modelStr) => {
|
|
const queue = byModel.get(modelStr);
|
|
return queue?.shift() || null;
|
|
})
|
|
.filter((target): target is ResolvedComboTarget => target !== null);
|
|
}
|
|
|
|
/**
|
|
* Sort models by usage count (least-used first) for least-used strategy
|
|
* @param {Array<string>} models - Model strings
|
|
* @param {string} comboName - Combo name for metrics lookup
|
|
* @returns {Array<string>} Sorted model strings
|
|
*/
|
|
function sortModelsByUsage(models, comboName) {
|
|
const metrics = getComboMetrics(comboName);
|
|
if (!metrics?.byModel) return models;
|
|
|
|
const withUsage = models.map((modelStr) => ({
|
|
modelStr,
|
|
requests: metrics.byModel[modelStr]?.requests ?? 0,
|
|
}));
|
|
withUsage.sort((a, b) => a.requests - b.requests);
|
|
return withUsage.map((e) => e.modelStr);
|
|
}
|
|
|
|
function sortTargetsByUsage(targets: ResolvedComboTarget[], comboName: string) {
|
|
const orderedModels = sortModelsByUsage(
|
|
targets.map((target) => target.modelStr),
|
|
comboName
|
|
);
|
|
const byModel = new Map<string, ResolvedComboTarget[]>();
|
|
for (const target of targets) {
|
|
const queue = byModel.get(target.modelStr) || [];
|
|
queue.push(target);
|
|
byModel.set(target.modelStr, queue);
|
|
}
|
|
return orderedModels
|
|
.map((modelStr) => {
|
|
const queue = byModel.get(modelStr);
|
|
return queue?.shift() || null;
|
|
})
|
|
.filter((target): target is ResolvedComboTarget => target !== null);
|
|
}
|
|
|
|
/**
|
|
* Sort models by context window size (largest first) for context-optimized strategy.
|
|
* Uses models.dev synced capabilities to get context limits.
|
|
* @param {Array<string>} models - Model strings in "provider/model" format
|
|
* @returns {Array<string>} Sorted model strings (largest context first)
|
|
*/
|
|
function sortModelsByContextSize(models) {
|
|
const withContext = models.map((modelStr) => {
|
|
return { modelStr, context: getModelContextLimitForModelString(modelStr) ?? 0 };
|
|
});
|
|
withContext.sort((a, b) => b.context - a.context);
|
|
return withContext.map((e) => e.modelStr);
|
|
}
|
|
|
|
function getModelContextLimitForModelString(modelStr: string) {
|
|
const parsed = parseModel(modelStr);
|
|
const provider = parsed.provider || parsed.providerAlias || "unknown";
|
|
const model = parsed.model || modelStr;
|
|
return getModelContextLimit(provider, model);
|
|
}
|
|
|
|
function sortTargetsByContextSize(targets: ResolvedComboTarget[]) {
|
|
const hasKnownContext = targets.some(
|
|
(target) => getModelContextLimitForModelString(target.modelStr) != null
|
|
);
|
|
if (!hasKnownContext) return targets;
|
|
|
|
const orderedModels = sortModelsByContextSize(targets.map((target) => target.modelStr));
|
|
const byModel = new Map<string, ResolvedComboTarget[]>();
|
|
for (const target of targets) {
|
|
const queue = byModel.get(target.modelStr) || [];
|
|
queue.push(target);
|
|
byModel.set(target.modelStr, queue);
|
|
}
|
|
return orderedModels
|
|
.map((modelStr) => {
|
|
const queue = byModel.get(modelStr);
|
|
return queue?.shift() || null;
|
|
})
|
|
.filter((target): target is ResolvedComboTarget => target !== null);
|
|
}
|
|
|
|
function getP2CTargetScore(
|
|
target: ResolvedComboTarget,
|
|
metrics: ReturnType<typeof getComboMetrics>
|
|
): number {
|
|
const breakerState = getCircuitBreaker(target.provider)?.getStatus?.()?.state;
|
|
if (breakerState === "OPEN") return -Infinity;
|
|
const modelMetric = metrics?.byModel?.[target.modelStr] || null;
|
|
const successRate = Number(modelMetric?.successRate);
|
|
const avgLatency = Number(modelMetric?.avgLatencyMs);
|
|
const successScore = Number.isFinite(successRate) ? successRate / 100 : 0.5;
|
|
const latencyScore =
|
|
Number.isFinite(avgLatency) && avgLatency > 0 ? 1 / Math.log10(avgLatency + 10) : 0.25;
|
|
const breakerPenalty = breakerState === "HALF_OPEN" ? 0.25 : 0;
|
|
return successScore + latencyScore - breakerPenalty;
|
|
}
|
|
|
|
function orderTargetsByPowerOfTwoChoices(targets: ResolvedComboTarget[], comboName: string) {
|
|
if (targets.length <= 1) return targets;
|
|
const metrics = getComboMetrics(comboName);
|
|
const firstIndex = Math.floor(Math.random() * targets.length);
|
|
let secondIndex = Math.floor(Math.random() * (targets.length - 1));
|
|
if (secondIndex >= firstIndex) secondIndex++;
|
|
|
|
const first = targets[firstIndex];
|
|
const second = targets[secondIndex];
|
|
const selectedIndex =
|
|
getP2CTargetScore(second, metrics) > getP2CTargetScore(first, metrics)
|
|
? secondIndex
|
|
: firstIndex;
|
|
return [targets[selectedIndex], ...targets.filter((_, index) => index !== selectedIndex)];
|
|
}
|
|
|
|
function clamp01(value: number): number {
|
|
if (!Number.isFinite(value)) return 0;
|
|
return Math.max(0, Math.min(1, value));
|
|
}
|
|
|
|
function finiteNumberOrNull(value: unknown): number | null {
|
|
const numericValue = Number(value);
|
|
return Number.isFinite(numericValue) ? numericValue : null;
|
|
}
|
|
|
|
function getPercentConfig(value: unknown, fallback: number): number {
|
|
const numericValue = finiteNumberOrNull(value);
|
|
if (numericValue === null) return fallback;
|
|
return Math.max(0, Math.min(100, numericValue));
|
|
}
|
|
|
|
function getWeightConfig(value: unknown, fallback: number): number {
|
|
const numericValue = finiteNumberOrNull(value);
|
|
if (numericValue === null || numericValue < 0) return fallback;
|
|
return numericValue;
|
|
}
|
|
|
|
function resolveResetAwareConfig(config: Record<string, unknown> | null | undefined) {
|
|
const sessionWeight = getWeightConfig(
|
|
config?.resetAwareSessionWeight,
|
|
RESET_AWARE_DEFAULTS.sessionWeight
|
|
);
|
|
const weeklyWeight = getWeightConfig(
|
|
config?.resetAwareWeeklyWeight,
|
|
RESET_AWARE_DEFAULTS.weeklyWeight
|
|
);
|
|
const totalWeight = sessionWeight + weeklyWeight;
|
|
const normalizedSessionWeight =
|
|
totalWeight > 0 ? sessionWeight / totalWeight : RESET_AWARE_DEFAULTS.sessionWeight;
|
|
|
|
return {
|
|
sessionWeight: normalizedSessionWeight,
|
|
weeklyWeight: 1 - normalizedSessionWeight,
|
|
tieBand:
|
|
getPercentConfig(config?.resetAwareTieBandPercent, RESET_AWARE_DEFAULTS.tieBandPercent) / 100,
|
|
exhaustionGuard:
|
|
getPercentConfig(
|
|
config?.resetAwareExhaustionGuardPercent,
|
|
RESET_AWARE_DEFAULTS.exhaustionGuardPercent
|
|
) / 100,
|
|
};
|
|
}
|
|
|
|
function getResetAwareProvider(target: ResolvedComboTarget): string | null {
|
|
const provider = (target.providerId || target.provider || "").toLowerCase();
|
|
return provider || null;
|
|
}
|
|
|
|
function normalizeResetAt(value: unknown): string | null {
|
|
if (typeof value === "string" && value.trim().length > 0) return value.trim();
|
|
if (typeof value === "number" && Number.isFinite(value)) return String(value);
|
|
return null;
|
|
}
|
|
|
|
function parseResetTimeMs(resetAt: string | null | undefined): number {
|
|
if (!resetAt) return NaN;
|
|
const resetTime = Date.parse(resetAt);
|
|
if (Number.isFinite(resetTime)) return resetTime;
|
|
|
|
if (!/^\d+(?:\.\d+)?$/.test(resetAt)) return NaN;
|
|
const numericResetAt = Number(resetAt);
|
|
if (!Number.isFinite(numericResetAt)) return NaN;
|
|
return numericResetAt < 10_000_000_000 ? numericResetAt * 1000 : numericResetAt;
|
|
}
|
|
|
|
function getQuotaWindow(
|
|
quota: unknown,
|
|
key: "window5h" | "window7d" | "windowWeekly" | "windowMonthly"
|
|
): { percentUsed: number | null; resetAt: string | null } | null {
|
|
if (!isRecord(quota)) return null;
|
|
const window = quota[key];
|
|
if (!isRecord(window)) return null;
|
|
const percentUsed = finiteNumberOrNull(window.percentUsed);
|
|
const resetAt = normalizeResetAt(window.resetAt);
|
|
return { percentUsed, resetAt };
|
|
}
|
|
|
|
function getResetUrgency(resetAt: string | null | undefined, windowMs: number): number {
|
|
if (!resetAt) return 0.5;
|
|
const resetTime = parseResetTimeMs(resetAt);
|
|
if (!Number.isFinite(resetTime)) return 0.5;
|
|
const msUntilReset = resetTime - Date.now();
|
|
if (msUntilReset <= 0) return 1;
|
|
return clamp01(1 - msUntilReset / windowMs);
|
|
}
|
|
|
|
function scoreQuotaWindow(
|
|
remaining: number,
|
|
resetAt: string | null | undefined,
|
|
windowMs: number
|
|
): number {
|
|
return (
|
|
RESET_AWARE_REMAINING_WEIGHT * clamp01(remaining) +
|
|
RESET_AWARE_RESET_WEIGHT * getResetUrgency(resetAt, windowMs)
|
|
);
|
|
}
|
|
|
|
function scoreResetAwareQuota(quota: unknown, config: ReturnType<typeof resolveResetAwareConfig>) {
|
|
if (!quota || !isRecord(quota)) return { score: 0.5 };
|
|
if (quota.limitReached === true) return { score: -Infinity };
|
|
|
|
const overallPercentUsed = clamp01(finiteNumberOrNull(quota.percentUsed) ?? 0.5);
|
|
const sessionWindow = getQuotaWindow(quota, "window5h");
|
|
const weeklyWindow = getQuotaWindow(quota, "window7d") || getQuotaWindow(quota, "windowWeekly");
|
|
const sessionRemaining = clamp01(1 - (sessionWindow?.percentUsed ?? overallPercentUsed));
|
|
const weeklyRemaining = clamp01(1 - (weeklyWindow?.percentUsed ?? overallPercentUsed));
|
|
const sessionScore = scoreQuotaWindow(
|
|
sessionRemaining,
|
|
sessionWindow?.resetAt,
|
|
RESET_AWARE_SESSION_WINDOW_MS
|
|
);
|
|
const weeklyScore = scoreQuotaWindow(
|
|
weeklyRemaining,
|
|
weeklyWindow?.resetAt ?? normalizeResetAt(quota.resetAt),
|
|
RESET_AWARE_WEEKLY_WINDOW_MS
|
|
);
|
|
let score = config.sessionWeight * sessionScore + config.weeklyWeight * weeklyScore;
|
|
|
|
if (config.exhaustionGuard > 0 && sessionRemaining < config.exhaustionGuard) {
|
|
score *= Math.max(0.05, sessionRemaining / config.exhaustionGuard);
|
|
}
|
|
|
|
return { score };
|
|
}
|
|
|
|
async function getQuotaAwareConnectionsForTarget(
|
|
target: ResolvedComboTarget,
|
|
connectionCache: Map<string, Array<Record<string, unknown>>>,
|
|
connectionLoadPromises: Map<string, Promise<Array<Record<string, unknown>>>>,
|
|
comboName: string,
|
|
log: { warn?: (...args: unknown[]) => void }
|
|
) {
|
|
const provider = getResetAwareProvider(target);
|
|
if (!provider || !getQuotaFetcher(provider)) return [];
|
|
if (!connectionCache.has(provider)) {
|
|
const cached = resetAwareConnectionCache.get(provider);
|
|
if (cached && Date.now() - cached.fetchedAt < RESET_AWARE_CONNECTION_CACHE_TTL_MS) {
|
|
connectionCache.set(provider, cached.connections);
|
|
return cached.connections;
|
|
}
|
|
|
|
if (!connectionLoadPromises.has(provider)) {
|
|
connectionLoadPromises.set(
|
|
provider,
|
|
(async () => {
|
|
try {
|
|
const connections = await getProviderConnections({ provider, isActive: true });
|
|
const activeConnections = Array.isArray(connections)
|
|
? (connections as Array<Record<string, unknown>>)
|
|
: [];
|
|
resetAwareConnectionCache.set(provider, {
|
|
connections: activeConnections,
|
|
fetchedAt: Date.now(),
|
|
});
|
|
return activeConnections;
|
|
} catch (error) {
|
|
log.warn?.("COMBO", "Reset-aware failed to load quota-aware connections.", {
|
|
comboName,
|
|
err: error,
|
|
operation: "getProviderConnections",
|
|
provider,
|
|
});
|
|
return [];
|
|
}
|
|
})()
|
|
);
|
|
}
|
|
|
|
const connections = await connectionLoadPromises.get(provider)!;
|
|
connectionCache.set(provider, connections);
|
|
}
|
|
return connectionCache.get(provider) || [];
|
|
}
|
|
|
|
function normalizeConnectionIds(value: unknown): string[] | null {
|
|
if (!Array.isArray(value)) return null;
|
|
const ids = value.filter(
|
|
(connectionId): connectionId is string =>
|
|
typeof connectionId === "string" && connectionId.trim().length > 0
|
|
);
|
|
return ids.length > 0 ? ids : null;
|
|
}
|
|
|
|
function filterAllowedConnectionIds(
|
|
connectionIds: string[],
|
|
apiKeyAllowedConnectionIds: string[] | null | undefined
|
|
): string[] {
|
|
const allowedIds = normalizeConnectionIds(apiKeyAllowedConnectionIds);
|
|
if (!allowedIds) return connectionIds;
|
|
const allowedSet = new Set(allowedIds);
|
|
return connectionIds.filter((connectionId) => allowedSet.has(connectionId));
|
|
}
|
|
|
|
function getTargetConnectionIds(
|
|
target: ResolvedComboTarget,
|
|
connections: Array<Record<string, unknown>>
|
|
): string[] {
|
|
let connectionIds: string[];
|
|
if (target.connectionId) {
|
|
return [target.connectionId];
|
|
}
|
|
|
|
if (Array.isArray(target.allowedConnectionIds) && target.allowedConnectionIds.length > 0) {
|
|
return target.allowedConnectionIds.filter(
|
|
(connectionId): connectionId is string =>
|
|
typeof connectionId === "string" && connectionId.trim().length > 0
|
|
);
|
|
}
|
|
|
|
connectionIds = connections
|
|
.map((connection) => (typeof connection.id === "string" ? connection.id : null))
|
|
.filter((connectionId): connectionId is string => !!connectionId);
|
|
return connectionIds;
|
|
}
|
|
|
|
async function mapWithConcurrency<T, R>(
|
|
items: T[],
|
|
concurrency: number,
|
|
mapper: (item: T, index: number) => Promise<R>
|
|
): Promise<R[]> {
|
|
const results = new Array<R>(items.length);
|
|
let nextIndex = 0;
|
|
const workerCount = Math.max(1, Math.min(concurrency, items.length));
|
|
|
|
await Promise.all(
|
|
Array.from({ length: workerCount }, async () => {
|
|
while (nextIndex < items.length) {
|
|
const currentIndex = nextIndex++;
|
|
results[currentIndex] = await mapper(items[currentIndex], currentIndex);
|
|
}
|
|
})
|
|
);
|
|
|
|
return results;
|
|
}
|
|
|
|
async function orderTargetsByResetAwareQuota(
|
|
targets: ResolvedComboTarget[],
|
|
comboName: string,
|
|
configSource: Record<string, unknown> | null | undefined,
|
|
log: { warn?: (...args: unknown[]) => void },
|
|
apiKeyAllowedConnectionIds?: string[] | null
|
|
) {
|
|
if (targets.length === 0) return targets;
|
|
|
|
const config = resolveResetAwareConfig(configSource);
|
|
const connectionCache = new Map<string, Array<Record<string, unknown>>>();
|
|
const connectionLoadPromises = new Map<string, Promise<Array<Record<string, unknown>>>>();
|
|
const quotaPromises = new Map<string, Promise<unknown>>();
|
|
const connectionById = new Map<string, Record<string, unknown>>();
|
|
const expandedTargets: ResolvedComboTarget[] = [];
|
|
|
|
const targetsWithConnections = await Promise.all(
|
|
targets.map(async (target) => ({
|
|
connections: await getQuotaAwareConnectionsForTarget(
|
|
target,
|
|
connectionCache,
|
|
connectionLoadPromises,
|
|
comboName,
|
|
log
|
|
),
|
|
target,
|
|
}))
|
|
);
|
|
|
|
for (const { target, connections } of targetsWithConnections) {
|
|
for (const connection of connections) {
|
|
if (typeof connection.id === "string") connectionById.set(connection.id, connection);
|
|
}
|
|
|
|
const unrestrictedConnectionIds = getTargetConnectionIds(target, connections);
|
|
const connectionIds = filterAllowedConnectionIds(
|
|
unrestrictedConnectionIds,
|
|
apiKeyAllowedConnectionIds
|
|
);
|
|
if (connectionIds.length === 0) {
|
|
if (
|
|
unrestrictedConnectionIds.length > 0 &&
|
|
normalizeConnectionIds(apiKeyAllowedConnectionIds)
|
|
) {
|
|
continue;
|
|
}
|
|
expandedTargets.push(target);
|
|
continue;
|
|
}
|
|
|
|
for (const connectionId of connectionIds) {
|
|
expandedTargets.push({
|
|
...target,
|
|
connectionId,
|
|
executionKey:
|
|
target.connectionId === connectionId
|
|
? target.executionKey
|
|
: `${target.executionKey}@${connectionId}`,
|
|
});
|
|
}
|
|
}
|
|
|
|
const scoredTargets = await mapWithConcurrency(
|
|
expandedTargets,
|
|
RESET_AWARE_QUOTA_FETCH_CONCURRENCY,
|
|
async (target, index) => {
|
|
let quota: unknown = null;
|
|
const provider = getResetAwareProvider(target);
|
|
const fetcher = provider ? getQuotaFetcher(provider) : null;
|
|
if (fetcher && provider && target.connectionId) {
|
|
const quotaKey = `${provider}:${target.connectionId}`;
|
|
if (!quotaPromises.has(quotaKey)) {
|
|
quotaPromises.set(
|
|
quotaKey,
|
|
fetcher(target.connectionId, connectionById.get(target.connectionId)).catch((error) => {
|
|
log.warn?.("COMBO", "Reset-aware quota fetch failed.", {
|
|
comboName,
|
|
connectionId: target.connectionId,
|
|
err: error,
|
|
operation: "quotaFetch",
|
|
provider,
|
|
});
|
|
return null;
|
|
})
|
|
);
|
|
}
|
|
quota = await quotaPromises.get(quotaKey)!;
|
|
}
|
|
const { score } = scoreResetAwareQuota(quota, config);
|
|
return { target, score, index };
|
|
}
|
|
);
|
|
|
|
scoredTargets.sort((a, b) => {
|
|
if (b.score !== a.score) return b.score - a.score;
|
|
return a.index - b.index;
|
|
});
|
|
|
|
const bestScore = scoredTargets[0]?.score ?? 0;
|
|
const tiedTargets = scoredTargets.filter((entry) => bestScore - entry.score <= config.tieBand);
|
|
let orderedTiedTargets = tiedTargets;
|
|
if (tiedTargets.length > 1) {
|
|
const key = `reset-aware:${comboName}`;
|
|
const counter = rrCounters.get(key) || 0;
|
|
rrCounters.set(key, counter + 1);
|
|
const startIndex = counter % tiedTargets.length;
|
|
orderedTiedTargets = [...tiedTargets.slice(startIndex), ...tiedTargets.slice(0, startIndex)];
|
|
}
|
|
|
|
const tiedExecutionKeys = new Set(orderedTiedTargets.map((entry) => entry.target.executionKey));
|
|
return [
|
|
...orderedTiedTargets,
|
|
...scoredTargets.filter((entry) => !tiedExecutionKeys.has(entry.target.executionKey)),
|
|
].map((entry) => entry.target);
|
|
}
|
|
|
|
function toTextContent(content) {
|
|
if (typeof content === "string") return content;
|
|
if (!Array.isArray(content)) return "";
|
|
return content
|
|
.map((part) => {
|
|
if (!part || typeof part !== "object") return "";
|
|
if (typeof part.text === "string") return part.text;
|
|
return "";
|
|
})
|
|
.join("\n");
|
|
}
|
|
|
|
function extractPromptForIntent(body) {
|
|
if (!body || typeof body !== "object") return "";
|
|
|
|
const fromMessages = Array.isArray(body.messages)
|
|
? [...body.messages].reverse().find((m) => m && typeof m === "object" && m.role === "user")
|
|
: null;
|
|
if (fromMessages) return toTextContent(fromMessages.content);
|
|
|
|
if (typeof body.input === "string") return body.input;
|
|
if (Array.isArray(body.input)) {
|
|
const text = body.input
|
|
.map((item) => {
|
|
if (!item || typeof item !== "object") return "";
|
|
if (typeof item.content === "string") return item.content;
|
|
if (typeof item.text === "string") return item.text;
|
|
return "";
|
|
})
|
|
.filter(Boolean)
|
|
.join("\n");
|
|
if (text) return text;
|
|
}
|
|
|
|
if (typeof body.prompt === "string") return body.prompt;
|
|
return "";
|
|
}
|
|
|
|
function mapIntentToTaskType(intent) {
|
|
switch (intent) {
|
|
case "code":
|
|
return "coding";
|
|
case "reasoning":
|
|
return "analysis";
|
|
case "simple":
|
|
return "default";
|
|
case "medium":
|
|
default:
|
|
return "default";
|
|
}
|
|
}
|
|
|
|
function toStringArray(input) {
|
|
if (Array.isArray(input)) {
|
|
return input.map((v) => (typeof v === "string" ? v.trim() : "")).filter(Boolean);
|
|
}
|
|
if (typeof input === "string") {
|
|
return input
|
|
.split(",")
|
|
.map((v) => v.trim())
|
|
.filter(Boolean);
|
|
}
|
|
return [];
|
|
}
|
|
|
|
function getIntentConfig(settings, combo) {
|
|
const comboIntentConfig =
|
|
combo?.autoConfig?.intentConfig ||
|
|
combo?.config?.auto?.intentConfig ||
|
|
combo?.config?.intentConfig ||
|
|
{};
|
|
|
|
return {
|
|
...DEFAULT_INTENT_CONFIG,
|
|
...comboIntentConfig,
|
|
...(typeof settings?.intentDetectionEnabled === "boolean"
|
|
? { enabled: settings.intentDetectionEnabled }
|
|
: {}),
|
|
...(Number.isFinite(Number(settings?.intentSimpleMaxWords))
|
|
? { simpleMaxWords: Number(settings.intentSimpleMaxWords) }
|
|
: {}),
|
|
...(toStringArray(settings?.intentExtraCodeKeywords).length > 0
|
|
? { extraCodeKeywords: toStringArray(settings.intentExtraCodeKeywords) }
|
|
: {}),
|
|
...(toStringArray(settings?.intentExtraReasoningKeywords).length > 0
|
|
? { extraReasoningKeywords: toStringArray(settings.intentExtraReasoningKeywords) }
|
|
: {}),
|
|
...(toStringArray(settings?.intentExtraSimpleKeywords).length > 0
|
|
? { extraSimpleKeywords: toStringArray(settings.intentExtraSimpleKeywords) }
|
|
: {}),
|
|
};
|
|
}
|
|
|
|
function getBootstrapLatencyMs(modelId) {
|
|
const normalized = String(modelId || "").toLowerCase();
|
|
return DEFAULT_MODEL_P95_MS[normalized] ?? 1500;
|
|
}
|
|
|
|
async function buildAutoCandidates(targets, comboName) {
|
|
const metrics = getComboMetrics(comboName);
|
|
const { getPricingForModel } = await import("../../src/lib/localDb");
|
|
let historicalLatencyStats = {};
|
|
try {
|
|
const { getModelLatencyStats } = await import("../../src/lib/usageDb");
|
|
historicalLatencyStats = await getModelLatencyStats({
|
|
windowHours: 24,
|
|
minSamples: 3,
|
|
maxRows: 10000,
|
|
});
|
|
} catch {
|
|
// keep empty stats — auto-combo will use runtime + bootstrap signals
|
|
}
|
|
|
|
const candidates = await Promise.all(
|
|
targets.map(async (target) => {
|
|
const modelStr = target.modelStr;
|
|
const parsed = parseModel(modelStr);
|
|
const provider = target.provider || parsed.provider || parsed.providerAlias || "unknown";
|
|
const model = parsed.model || modelStr;
|
|
const historicalKey = `${provider}/${model}`;
|
|
const historicalModelMetric = historicalLatencyStats[historicalKey] || null;
|
|
const historicalTotal = Number(historicalModelMetric?.totalRequests);
|
|
const hasHistoricalSignal =
|
|
Number.isFinite(historicalTotal) && historicalTotal >= MIN_HISTORY_SAMPLES;
|
|
|
|
let costPer1MTokens = 1;
|
|
try {
|
|
const pricing = await getPricingForModel(provider, model);
|
|
const inputPrice = Number(pricing?.input);
|
|
const outputPrice = Number(pricing?.output);
|
|
if (Number.isFinite(inputPrice) && inputPrice >= 0) {
|
|
if (Number.isFinite(outputPrice) && outputPrice >= 0) {
|
|
costPer1MTokens =
|
|
inputPrice * (1 - OUTPUT_TOKEN_RATIO) + outputPrice * OUTPUT_TOKEN_RATIO;
|
|
} else {
|
|
costPer1MTokens = inputPrice;
|
|
}
|
|
}
|
|
} catch {
|
|
// keep default cost
|
|
}
|
|
|
|
const modelMetric = metrics?.byModel?.[modelStr] || null;
|
|
const avgLatency = Number(modelMetric?.avgLatencyMs);
|
|
const successRate = Number(modelMetric?.successRate);
|
|
const historicalP95Latency = Number(historicalModelMetric?.p95LatencyMs);
|
|
const historicalStdDev = Number(historicalModelMetric?.latencyStdDev);
|
|
const historicalSuccessRate = Number(historicalModelMetric?.successRate); // 0..1
|
|
|
|
const p95LatencyMs = hasHistoricalSignal
|
|
? Number.isFinite(historicalP95Latency) && historicalP95Latency > 0
|
|
? historicalP95Latency
|
|
: getBootstrapLatencyMs(model)
|
|
: Number.isFinite(avgLatency) && avgLatency > 0
|
|
? avgLatency
|
|
: getBootstrapLatencyMs(model);
|
|
|
|
const errorRate = hasHistoricalSignal
|
|
? Number.isFinite(historicalSuccessRate) &&
|
|
historicalSuccessRate >= 0 &&
|
|
historicalSuccessRate <= 1
|
|
? 1 - historicalSuccessRate
|
|
: 0.05
|
|
: Number.isFinite(successRate) && successRate >= 0 && successRate <= 100
|
|
? 1 - successRate / 100
|
|
: 0.05;
|
|
const latencyStdDev =
|
|
hasHistoricalSignal && Number.isFinite(historicalStdDev) && historicalStdDev > 0
|
|
? Math.max(10, historicalStdDev)
|
|
: Math.max(10, p95LatencyMs * 0.1);
|
|
|
|
const breakerStateRaw = getCircuitBreaker(provider)?.getStatus?.()?.state;
|
|
const circuitBreakerState =
|
|
breakerStateRaw === "OPEN" || breakerStateRaw === "HALF_OPEN" ? breakerStateRaw : "CLOSED";
|
|
|
|
return {
|
|
stepId: target.stepId,
|
|
executionKey: target.executionKey,
|
|
modelStr,
|
|
provider,
|
|
model,
|
|
quotaRemaining: 100,
|
|
quotaTotal: 100,
|
|
circuitBreakerState,
|
|
costPer1MTokens,
|
|
p95LatencyMs,
|
|
latencyStdDev,
|
|
errorRate,
|
|
accountTier: "standard",
|
|
quotaResetIntervalSecs: 86400,
|
|
};
|
|
})
|
|
);
|
|
|
|
return candidates;
|
|
}
|
|
|
|
function dedupeTargetsByExecutionKey(targets: ResolvedComboTarget[]) {
|
|
const seen = new Set<string>();
|
|
return targets.filter((target) => {
|
|
if (seen.has(target.executionKey)) return false;
|
|
seen.add(target.executionKey);
|
|
return true;
|
|
});
|
|
}
|
|
|
|
async function applyRequestTagRouting(
|
|
targets: ResolvedComboTarget[],
|
|
body: Record<string, unknown> | null | undefined,
|
|
log: { info?: (...args: unknown[]) => void; warn?: (...args: unknown[]) => void }
|
|
): Promise<ResolvedComboTarget[]> {
|
|
const { tags, matchMode } = resolveRequestRoutingTags(body);
|
|
if (tags.length === 0 || targets.length === 0) {
|
|
return targets;
|
|
}
|
|
|
|
const providerIds = Array.from(
|
|
new Set(targets.map((target) => target.providerId || target.provider))
|
|
).filter(
|
|
(providerId): providerId is string => typeof providerId === "string" && providerId.length > 0
|
|
);
|
|
const providerConnections = new Map<string, Array<Record<string, unknown>>>();
|
|
|
|
await Promise.all(
|
|
providerIds.map(async (providerId) => {
|
|
try {
|
|
const connections = await getProviderConnections({ provider: providerId, isActive: true });
|
|
providerConnections.set(
|
|
providerId,
|
|
Array.isArray(connections) ? (connections as Array<Record<string, unknown>>) : []
|
|
);
|
|
} catch (error) {
|
|
log.warn?.(
|
|
"COMBO",
|
|
`Tag routing failed to load connections for provider=${providerId}: ${error instanceof Error ? error.message : String(error)}`
|
|
);
|
|
providerConnections.set(providerId, []);
|
|
}
|
|
})
|
|
);
|
|
|
|
const filteredTargets = targets.reduce<ResolvedComboTarget[]>((acc, target) => {
|
|
const providerKey = target.providerId || target.provider;
|
|
const candidateConnections =
|
|
providerConnections.get(providerKey)?.filter((connection) => {
|
|
const connectionId =
|
|
typeof connection.id === "string" && connection.id.trim().length > 0
|
|
? connection.id
|
|
: null;
|
|
if (!connectionId) return false;
|
|
if (target.connectionId) {
|
|
return connectionId === target.connectionId;
|
|
}
|
|
return true;
|
|
}) || [];
|
|
|
|
const matchedConnectionIds = candidateConnections
|
|
.filter((connection) =>
|
|
matchesRoutingTags(
|
|
getConnectionRoutingTags(connection.providerSpecificData),
|
|
tags,
|
|
matchMode
|
|
)
|
|
)
|
|
.map((connection) => connection.id)
|
|
.filter((connectionId): connectionId is string => typeof connectionId === "string");
|
|
|
|
if (matchedConnectionIds.length === 0) {
|
|
return acc;
|
|
}
|
|
|
|
if (target.connectionId) {
|
|
acc.push(target);
|
|
return acc;
|
|
}
|
|
|
|
acc.push({
|
|
...target,
|
|
allowedConnectionIds: Array.from(new Set(matchedConnectionIds)),
|
|
});
|
|
return acc;
|
|
}, []);
|
|
|
|
if (filteredTargets.length === 0) {
|
|
log.info?.(
|
|
"COMBO",
|
|
`Tag routing matched 0/${targets.length} targets for [${tags.join(", ")}] (${matchMode}); falling back to the full target set`
|
|
);
|
|
return targets;
|
|
}
|
|
|
|
log.info?.(
|
|
"COMBO",
|
|
`Tag routing matched ${filteredTargets.length}/${targets.length} targets for [${tags.join(", ")}] (${matchMode})`
|
|
);
|
|
return filteredTargets;
|
|
}
|
|
|
|
export function resolveComboTargets(combo, allCombos) {
|
|
return allCombos ? resolveNestedComboTargets(combo, allCombos) : getDirectComboTargets(combo);
|
|
}
|
|
|
|
function resolveWeightedTargets(combo, allCombos) {
|
|
const topLevelSteps = getOrderedTopLevelRuntimeSteps(combo, allCombos);
|
|
if (topLevelSteps.length === 0) {
|
|
return { orderedTargets: [], selectedStep: null };
|
|
}
|
|
|
|
const selectedStep = selectWeightedTarget(topLevelSteps);
|
|
if (!selectedStep) {
|
|
return { orderedTargets: [], selectedStep: null };
|
|
}
|
|
|
|
const orderedSteps = orderTargetsForWeightedFallback(
|
|
topLevelSteps,
|
|
selectedStep.executionKey,
|
|
hasCompositeTierRuntimeOrder(combo)
|
|
);
|
|
const expandedTargets = orderedSteps.flatMap((step) => {
|
|
if (!allCombos) {
|
|
return step.kind === "model" ? [step] : [];
|
|
}
|
|
return expandRuntimeStep(step, allCombos, new Set([combo.name]));
|
|
});
|
|
|
|
return {
|
|
orderedTargets: dedupeTargetsByExecutionKey(expandedTargets),
|
|
selectedStep,
|
|
};
|
|
}
|
|
|
|
function scoreAutoTargets(
|
|
targets: ResolvedComboTarget[],
|
|
candidates: ProviderCandidate[],
|
|
taskType: string | null,
|
|
weights: ScoringWeights
|
|
) {
|
|
const candidateByExecutionKey = new Map(
|
|
candidates.map((candidate: ProviderCandidate & { executionKey: string }) => [
|
|
candidate.executionKey,
|
|
candidate,
|
|
])
|
|
);
|
|
return targets
|
|
.map((target) => {
|
|
const candidate = candidateByExecutionKey.get(target.executionKey);
|
|
if (!candidate) return null;
|
|
const factors = calculateFactors(
|
|
candidate as ProviderCandidate,
|
|
candidates,
|
|
taskType,
|
|
getTaskFitness
|
|
);
|
|
return {
|
|
target,
|
|
score: calculateScore(factors, weights),
|
|
};
|
|
})
|
|
.filter(Boolean)
|
|
.sort((a, b) => b.score - a.score);
|
|
}
|
|
|
|
/**
|
|
* Handle combo chat with fallback.
|
|
* @param {Object} options
|
|
* @param {Object} options.body - Request body
|
|
* @param {Object} options.combo - Full combo object { name, models, strategy, config }
|
|
* @param {Function} options.handleSingleModel - Function: (body, modelStr) => Promise<Response>
|
|
* @param {Function} [options.isModelAvailable] - Optional pre-check: (modelStr) => Promise<boolean>
|
|
* @param {Object} options.log - Logger object
|
|
* @returns {Promise<Response>}
|
|
*/
|
|
/** @param {object} options */
|
|
export async function handleComboChat({
|
|
body,
|
|
combo,
|
|
handleSingleModel,
|
|
isModelAvailable,
|
|
log,
|
|
settings,
|
|
allCombos,
|
|
relayOptions,
|
|
signal,
|
|
apiKeyAllowedConnections = null,
|
|
}) {
|
|
const strategy = normalizeRoutingStrategy(combo.strategy || "priority");
|
|
const relayConfig =
|
|
strategy === "context-relay" ? resolveContextRelayConfig(relayOptions?.config || null) : null;
|
|
|
|
// ── Combo Agent Middleware (#399 + #401) ────────────────────────────────
|
|
// Apply system_message override, tool_filter_regex, and extract pinned model
|
|
// from context caching tag. These are all opt-in per combo config.
|
|
const { body: agentBody, pinnedModel } = applyComboAgentMiddleware(
|
|
body,
|
|
combo,
|
|
"" // provider/model not yet known — resolved per-model in loop
|
|
);
|
|
body = agentBody;
|
|
if (pinnedModel) {
|
|
log.info("COMBO", `[#401] Context caching: pinned model=${pinnedModel}`);
|
|
}
|
|
const clientRequestedStream = body?.stream === true;
|
|
// Wrap handleSingleModel to inject context caching tag on response (#401)
|
|
const handleSingleModelWrapped = combo.context_cache_protection
|
|
? async (b, modelStr, target) => {
|
|
const res = await handleSingleModel(b, modelStr, target);
|
|
if (!res.ok) return res;
|
|
|
|
// Non-streaming: inject tag into JSON response
|
|
// Fix #721: Use OpenAI choices format (json.choices[0].message) not json.messages
|
|
if (!b.stream) {
|
|
try {
|
|
const json = await res.clone().json();
|
|
const choice = json?.choices?.[0];
|
|
if (choice?.message) {
|
|
// Wrap single message in array for injectModelTag, then unwrap
|
|
const tagged = injectModelTag([choice.message], modelStr);
|
|
// If the message had tool_calls but no string content, injectModelTag
|
|
// appends a synthetic assistant message — use the last one
|
|
const taggedMsg = tagged.at(-1);
|
|
const updatedJson = {
|
|
...json,
|
|
choices: [{ ...choice, message: taggedMsg }, ...(json.choices?.slice(1) || [])],
|
|
};
|
|
return new Response(JSON.stringify(updatedJson), {
|
|
status: res.status,
|
|
headers: res.headers,
|
|
});
|
|
}
|
|
} catch {
|
|
/* non-JSON — skip tagging */
|
|
}
|
|
return res;
|
|
}
|
|
|
|
// Streaming (Fix #490 + #511): prepend omniModel tag into the first
|
|
// non-empty content chunk so it arrives BEFORE finish_reason:stop.
|
|
// SDKs close the connection on finish_reason, so anything sent after
|
|
// that marker is silently dropped.
|
|
if (!res.body) return res;
|
|
const tagContent = `<omniModel>${modelStr}</omniModel>`;
|
|
const encoder = new TextEncoder();
|
|
const decoder = new TextDecoder();
|
|
let tagInjected = false;
|
|
|
|
const transform = new TransformStream({
|
|
transform(chunk, controller) {
|
|
if (tagInjected) {
|
|
// Already injected — passthrough
|
|
controller.enqueue(chunk);
|
|
return;
|
|
}
|
|
|
|
const text = decoder.decode(chunk, { stream: true });
|
|
|
|
// Fix #721: Look for either non-empty content OR tool_calls in the
|
|
// SSE data. Tool-call-only responses have content:null, so we inject
|
|
// the tag when we see a finish_reason approaching, or on first content.
|
|
const contentMatch = RegExp(/"content":"([^"]+)/).exec(text);
|
|
if (contentMatch) {
|
|
// Inject tag at the beginning of the first content value
|
|
const injected = text.replace(
|
|
/"content":"([^"]+)/,
|
|
`"content":"${tagContent.replaceAll("\\", "\\\\").replaceAll('"', String.raw`\"`)}$1`
|
|
);
|
|
tagInjected = true;
|
|
controller.enqueue(encoder.encode(injected));
|
|
return;
|
|
}
|
|
|
|
// Fix #721: For tool-call-only streams, inject the tag when we see
|
|
// the finish_reason chunk (before it reaches the client SDK which
|
|
// would close the connection). This ensures the tag roundtrips
|
|
// through the conversation history even when there's no text content.
|
|
if (text.includes('"finish_reason"') && !text.includes('"finish_reason":null')) {
|
|
// Inject a content chunk with the tag just before this finish chunk
|
|
const tagChunk = `data: ${JSON.stringify({
|
|
choices: [
|
|
{
|
|
delta: { content: tagContent },
|
|
index: 0,
|
|
finish_reason: null,
|
|
},
|
|
],
|
|
})}\n\n`;
|
|
tagInjected = true;
|
|
controller.enqueue(encoder.encode(tagChunk));
|
|
controller.enqueue(chunk);
|
|
return;
|
|
}
|
|
|
|
// No content yet — passthrough
|
|
controller.enqueue(chunk);
|
|
},
|
|
flush(controller) {
|
|
// If stream ends without ever finding content (edge case),
|
|
// inject tag as a standalone chunk before the stream closes
|
|
if (!tagInjected) {
|
|
const tagChunk = `data: ${JSON.stringify({
|
|
choices: [
|
|
{
|
|
delta: { content: tagContent },
|
|
index: 0,
|
|
finish_reason: null,
|
|
},
|
|
],
|
|
})}\n\n`;
|
|
controller.enqueue(encoder.encode(tagChunk));
|
|
}
|
|
},
|
|
});
|
|
|
|
// FIX #585: Sanitize outbound stream — strip <omniModel> tags from
|
|
// visible content so they don't leak to the user. The tag is still
|
|
// present in the full response for round-trip context pinning, but
|
|
// we clean it from each SSE chunk's content field before delivery.
|
|
//
|
|
// IMPORTANT: Use a SEPARATE TextDecoder from the transform stream above.
|
|
// The transform stream's decoder accumulates UTF-8 state; reusing it here
|
|
// would corrupt multi-byte characters split across chunk boundaries.
|
|
const sanitizeDecoder = new TextDecoder();
|
|
const sanitize = new TransformStream({
|
|
transform(chunk, controller) {
|
|
const text = sanitizeDecoder.decode(chunk, { stream: true });
|
|
if (text) {
|
|
if (text.includes("<omniModel>")) {
|
|
const cleaned = text.replaceAll(
|
|
/(?:\\n|\n|\r)*<omniModel>[^<]+<\/omniModel>(?:\\n|\n|\r)*/g,
|
|
""
|
|
);
|
|
if (cleaned) controller.enqueue(encoder.encode(cleaned));
|
|
} else {
|
|
controller.enqueue(encoder.encode(text));
|
|
}
|
|
}
|
|
},
|
|
flush(controller) {
|
|
const tail = sanitizeDecoder.decode();
|
|
if (tail) {
|
|
if (tail.includes("<omniModel>")) {
|
|
const cleaned = tail.replaceAll(
|
|
/(?:\\n|\n|\r)*<omniModel>[^<]+<\/omniModel>(?:\\n|\n|\r)*/g,
|
|
""
|
|
);
|
|
if (cleaned) controller.enqueue(encoder.encode(cleaned));
|
|
} else {
|
|
controller.enqueue(encoder.encode(tail));
|
|
}
|
|
}
|
|
},
|
|
});
|
|
|
|
const transformedStream = res.body.pipeThrough(transform).pipeThrough(sanitize);
|
|
// Add model info as response header for clients that support it
|
|
const headers = new Headers(res.headers);
|
|
headers.set("X-OmniRoute-Model", modelStr);
|
|
return new Response(transformedStream, {
|
|
status: res.status,
|
|
headers,
|
|
});
|
|
}
|
|
: handleSingleModel;
|
|
// ─────────────────────────────────────────────────────────────────────────
|
|
|
|
// Route to pinned model if context caching specifies one (Fix #679)
|
|
if (pinnedModel) {
|
|
log.info(
|
|
"COMBO",
|
|
`Bypassing strategy — routing directly to pinned context model: ${pinnedModel}`
|
|
);
|
|
return handleSingleModelWrapped(body, pinnedModel);
|
|
}
|
|
|
|
// Route to round-robin handler if strategy matches
|
|
if (strategy === "round-robin") {
|
|
return handleRoundRobinCombo({
|
|
body,
|
|
combo,
|
|
handleSingleModel: handleSingleModelWrapped,
|
|
isModelAvailable,
|
|
log,
|
|
settings,
|
|
allCombos,
|
|
signal,
|
|
});
|
|
}
|
|
|
|
// Use config cascade if settings provided
|
|
const config = settings
|
|
? resolveComboConfig(combo, settings)
|
|
: { ...getDefaultComboConfig(), ...(combo.config || {}) };
|
|
const maxRetries = config.maxRetries ?? 1;
|
|
const retryDelayMs = resolveDelayMs(config.retryDelayMs, 2000);
|
|
const fallbackDelayMs = resolveDelayMs(config.fallbackDelayMs, 0);
|
|
const maxSetRetries = config.maxSetRetries ?? 0;
|
|
const setRetryDelayMs = resolveDelayMs(config.setRetryDelayMs, 2000);
|
|
|
|
let orderedTargets =
|
|
strategy === "weighted"
|
|
? resolveWeightedTargets(combo, allCombos)?.orderedTargets || []
|
|
: resolveComboTargets(combo, allCombos);
|
|
|
|
orderedTargets = await applyRequestTagRouting(orderedTargets, body, log);
|
|
|
|
if (strategy === "weighted") {
|
|
log.info(
|
|
"COMBO",
|
|
`Weighted selection${allCombos ? " with nested resolution" : ""}: ${orderedTargets.length} total targets`
|
|
);
|
|
} else if (allCombos) {
|
|
log.info("COMBO", `${strategy} with nested resolution: ${orderedTargets.length} total targets`);
|
|
}
|
|
|
|
if (strategy === "auto") {
|
|
const requestHasTools = Array.isArray(body?.tools) && body.tools.length > 0;
|
|
let eligibleTargets = [...orderedTargets];
|
|
|
|
if (requestHasTools) {
|
|
const filtered = eligibleTargets.filter((target) => supportsToolCalling(target.modelStr));
|
|
if (filtered.length > 0) {
|
|
eligibleTargets = filtered;
|
|
} else {
|
|
log.warn(
|
|
"COMBO",
|
|
"Auto strategy: all candidates filtered by tool-calling policy, falling back to full pool"
|
|
);
|
|
}
|
|
}
|
|
|
|
// Context-window pre-filter (#1808)
|
|
// Estimate input tokens once; exclude candidates whose known context limit is too small.
|
|
// Uses the same 4-chars-per-token heuristic as contextManager.ts::compressContext().
|
|
// Null/unknown limits are treated as "include" to avoid incorrectly dropping valid targets.
|
|
const estimatedInputTokens = estimateTokens(body?.messages ?? []);
|
|
if (estimatedInputTokens > 0) {
|
|
const filteredByContext = eligibleTargets.filter((target) => {
|
|
const limit = getModelContextLimitForModelString(target.modelStr);
|
|
if (limit === null || limit === undefined) return true; // unknown — include to be safe
|
|
return limit >= estimatedInputTokens;
|
|
});
|
|
if (filteredByContext.length > 0) {
|
|
log.debug(
|
|
"COMBO",
|
|
`Auto strategy: context-window filter kept ${filteredByContext.length}/${eligibleTargets.length} candidates (est. ${estimatedInputTokens} tokens)`
|
|
);
|
|
eligibleTargets = filteredByContext;
|
|
} else {
|
|
log.warn(
|
|
"COMBO",
|
|
`Auto strategy: all candidates filtered by context-window policy (est. ${estimatedInputTokens} tokens), falling back to full pool`
|
|
);
|
|
// eligibleTargets intentionally unchanged — same fallback contract as tool-calling filter
|
|
}
|
|
}
|
|
|
|
const prompt = extractPromptForIntent(body);
|
|
const systemPrompt =
|
|
typeof combo?.system_message === "string" ? combo.system_message : undefined;
|
|
const intentConfig = getIntentConfig(settings, combo);
|
|
const intent = classifyWithConfig(prompt, intentConfig, systemPrompt);
|
|
recordComboIntent(combo.name, intent);
|
|
const taskType = mapIntentToTaskType(intent);
|
|
|
|
const autoConfigSource = combo?.autoConfig || combo?.config?.auto || combo?.config || {};
|
|
const routingStrategy =
|
|
typeof autoConfigSource.routerStrategy === "string"
|
|
? autoConfigSource.routerStrategy
|
|
: typeof autoConfigSource.routingStrategy === "string"
|
|
? autoConfigSource.routingStrategy
|
|
: typeof autoConfigSource.strategyName === "string"
|
|
? autoConfigSource.strategyName
|
|
: "rules";
|
|
|
|
const candidatePool = Array.isArray(autoConfigSource.candidatePool)
|
|
? autoConfigSource.candidatePool
|
|
: [...new Set(eligibleTargets.map((target) => target.provider))];
|
|
|
|
const weights =
|
|
autoConfigSource.weights && typeof autoConfigSource.weights === "object"
|
|
? autoConfigSource.weights
|
|
: DEFAULT_WEIGHTS;
|
|
const explorationRate = Number.isFinite(Number(autoConfigSource.explorationRate))
|
|
? Number(autoConfigSource.explorationRate)
|
|
: 0.05;
|
|
const budgetCap = Number.isFinite(Number(autoConfigSource.budgetCap))
|
|
? Number(autoConfigSource.budgetCap)
|
|
: undefined;
|
|
const modePack =
|
|
typeof autoConfigSource.modePack === "string" ? autoConfigSource.modePack : undefined;
|
|
|
|
let lastKnownGoodProvider: string | undefined;
|
|
try {
|
|
const { getLKGP } = await import("../../src/lib/localDb");
|
|
const lkgp = await getLKGP(combo.name, combo.id || combo.name);
|
|
if (lkgp) lastKnownGoodProvider = lkgp.provider;
|
|
} catch (err) {
|
|
log.warn("COMBO", "Failed to retrieve Last Known Good Provider. This is non-fatal.", { err });
|
|
}
|
|
|
|
const candidates = await buildAutoCandidates(eligibleTargets, combo.name);
|
|
if (candidates.length > 0) {
|
|
let selectedProvider = null;
|
|
let selectedModel = null;
|
|
let selectionReason = "";
|
|
|
|
if (routingStrategy !== "rules") {
|
|
try {
|
|
const decision = selectWithStrategy(
|
|
candidates,
|
|
{ taskType, requestHasTools, lastKnownGoodProvider, estimatedInputTokens },
|
|
routingStrategy
|
|
);
|
|
selectedProvider = decision.provider;
|
|
selectedModel = decision.model;
|
|
selectionReason = decision.reason;
|
|
} catch (err) {
|
|
log.warn(
|
|
"COMBO",
|
|
`Auto strategy '${routingStrategy}' failed (${err?.message || "unknown"}), falling back to rules`
|
|
);
|
|
}
|
|
}
|
|
|
|
if (!selectedProvider || !selectedModel) {
|
|
const selection = selectAutoProvider(
|
|
{
|
|
id: combo.id || combo.name,
|
|
name: combo.name,
|
|
type: "auto",
|
|
candidatePool,
|
|
weights,
|
|
modePack,
|
|
budgetCap,
|
|
explorationRate,
|
|
},
|
|
candidates,
|
|
taskType
|
|
);
|
|
selectedProvider = selection.provider;
|
|
selectedModel = selection.model;
|
|
selectionReason = `score=${selection.score.toFixed(3)}${selection.isExploration ? " (exploration)" : ""}`;
|
|
}
|
|
|
|
const scoredTargets = scoreAutoTargets(eligibleTargets, candidates, taskType, weights);
|
|
const rankedTargets = scoredTargets.map((entry) => entry.target);
|
|
const selectedTarget =
|
|
scoredTargets.find((entry) => {
|
|
const parsed = parseModel(entry.target.modelStr);
|
|
const modelId = parsed.model || entry.target.modelStr;
|
|
return entry.target.provider === selectedProvider && modelId === selectedModel;
|
|
})?.target ||
|
|
rankedTargets[0] ||
|
|
eligibleTargets[0];
|
|
|
|
orderedTargets = dedupeTargetsByExecutionKey(
|
|
[selectedTarget, ...rankedTargets, ...eligibleTargets].filter(Boolean)
|
|
);
|
|
|
|
log.info(
|
|
"COMBO",
|
|
`Auto selection: ${selectedTarget?.modelStr || `${selectedProvider}/${selectedModel}`} | intent=${intent} task=${taskType} | strategy=${routingStrategy} | ${selectionReason}`
|
|
);
|
|
} else {
|
|
log.warn("COMBO", "Auto strategy has no candidates, keeping default ordering");
|
|
}
|
|
} else if (strategy === "lkgp") {
|
|
try {
|
|
const { getLKGP } = await import("../../src/lib/localDb");
|
|
const lkgpProvider = await getLKGP(combo.name, combo.id || combo.name);
|
|
|
|
if (lkgpProvider) {
|
|
const lkgpRecord = lkgpProvider;
|
|
const providerName = lkgpRecord.provider;
|
|
const connId = lkgpRecord.connectionId;
|
|
|
|
let lkgpIndex = -1;
|
|
if (connId) {
|
|
lkgpIndex = orderedTargets.findIndex(
|
|
(target) => target.provider === providerName && target.connectionId === connId
|
|
);
|
|
}
|
|
if (lkgpIndex < 0) {
|
|
lkgpIndex = orderedTargets.findIndex(
|
|
(target) =>
|
|
target.provider === providerName ||
|
|
// Issue #2359: Defensive guard. The `target.modelStr` type
|
|
// annotation is `string`, but malformed combo entries (e.g.,
|
|
// local-provider rows whose `modelStr` failed to resolve when
|
|
// the executor catalogue was being rebuilt) have leaked
|
|
// through and surfaced as `e.startsWith is not a function`
|
|
// 500s on combo test/dispatch. The fast path stays
|
|
// unchanged for the common case; this only avoids the
|
|
// crash when the field is unexpectedly non-string.
|
|
(typeof target.modelStr === "string" &&
|
|
target.modelStr.startsWith(`${providerName}/`))
|
|
);
|
|
}
|
|
|
|
if (lkgpIndex > 0) {
|
|
const [lkgpTarget] = orderedTargets.splice(lkgpIndex, 1);
|
|
orderedTargets.unshift(lkgpTarget);
|
|
log.info(
|
|
"COMBO",
|
|
`[LKGP] Prioritizing last known good provider ${providerName}${connId ? ` (account ${connId})` : ""} for combo "${combo.name}"`
|
|
);
|
|
} else if (lkgpIndex === 0) {
|
|
log.debug(
|
|
"COMBO",
|
|
`[LKGP] Last known good provider ${providerName}${connId ? ` (account ${connId})` : ""} already first for combo "${combo.name}"`
|
|
);
|
|
}
|
|
}
|
|
} catch (err) {
|
|
log.warn("COMBO", "Failed to retrieve Last Known Good Provider. This is non-fatal.", { err });
|
|
}
|
|
} else if (strategy === "strict-random") {
|
|
const selectedExecutionKey = await getNextFromDeck(
|
|
`combo:${combo.name}`,
|
|
orderedTargets.map((target) => target.executionKey)
|
|
);
|
|
const selectedTarget =
|
|
orderedTargets.find((target) => target.executionKey === selectedExecutionKey) || null;
|
|
const rest = orderedTargets.filter((target) => target.executionKey !== selectedExecutionKey);
|
|
orderedTargets = [selectedTarget, ...rest].filter(Boolean);
|
|
log.info(
|
|
"COMBO",
|
|
`Strict-random deck: ${selectedExecutionKey} selected (${orderedTargets.length} targets)`
|
|
);
|
|
} else if (strategy === "random") {
|
|
orderedTargets = fisherYatesShuffle([...orderedTargets]);
|
|
log.info("COMBO", `Random shuffle: ${orderedTargets.length} targets`);
|
|
} else if (strategy === "fill-first") {
|
|
log.info(
|
|
"COMBO",
|
|
`Fill-first ordering: preserving priority order (${orderedTargets.length} targets)`
|
|
);
|
|
} else if (strategy === "p2c") {
|
|
orderedTargets = orderTargetsByPowerOfTwoChoices(orderedTargets, combo.name);
|
|
log.info("COMBO", `Power-of-two-choices ordering: selected ${orderedTargets[0]?.modelStr}`);
|
|
} else if (strategy === "least-used") {
|
|
orderedTargets = sortTargetsByUsage(orderedTargets, combo.name);
|
|
log.info("COMBO", `Least-used ordering: ${orderedTargets[0]?.modelStr} has fewest requests`);
|
|
} else if (strategy === "cost-optimized") {
|
|
orderedTargets = await sortTargetsByCost(orderedTargets);
|
|
if (config.manifestRouting === true) {
|
|
try {
|
|
const manifestHint = generateRoutingHints(
|
|
orderedTargets.filter((t) => t.kind === "model"),
|
|
{
|
|
messages: Array.isArray(body?.messages) ? body.messages : [],
|
|
tools: body?.tools,
|
|
model: body?.model,
|
|
}
|
|
);
|
|
if (manifestHint.strategyModifier === "require-premium") {
|
|
const eligible = orderedTargets.filter(
|
|
(t) =>
|
|
t.kind !== "model" ||
|
|
manifestHint.eligibleTargets.some(
|
|
(e) => e.provider === t.provider && e.modelStr === t.modelStr
|
|
)
|
|
);
|
|
if (eligible.length > 0) orderedTargets = eligible;
|
|
}
|
|
log.debug(
|
|
{
|
|
strategyModifier: manifestHint.strategyModifier,
|
|
specificityLevel: manifestHint.specificityLevel,
|
|
score: manifestHint.specificity.score,
|
|
},
|
|
"manifest routing applied"
|
|
);
|
|
} catch (err) {
|
|
log.warn({ err }, "manifest routing failed, falling back to standard strategy");
|
|
}
|
|
}
|
|
log.info("COMBO", `Cost-optimized ordering: cheapest first (${orderedTargets[0]?.modelStr})`);
|
|
} else if (strategy === "reset-aware") {
|
|
orderedTargets = await orderTargetsByResetAwareQuota(
|
|
orderedTargets,
|
|
combo.name,
|
|
config,
|
|
log,
|
|
apiKeyAllowedConnections
|
|
);
|
|
log.info(
|
|
"COMBO",
|
|
`Reset-aware ordering: ${orderedTargets[0]?.modelStr}${orderedTargets[0]?.connectionId ? ` (${orderedTargets[0].connectionId})` : ""} first`
|
|
);
|
|
} else if (strategy === "context-optimized") {
|
|
orderedTargets = sortTargetsByContextSize(orderedTargets);
|
|
log.info("COMBO", `Context-optimized ordering: largest first (${orderedTargets[0]?.modelStr})`);
|
|
}
|
|
|
|
if (orderedTargets.length === 0) {
|
|
return comboModelNotFoundResponse("Combo has no executable targets");
|
|
}
|
|
|
|
let globalAttempts = 0;
|
|
|
|
for (let setTry = 0; setTry <= maxSetRetries; setTry++) {
|
|
// #1731: Per-set-iteration set of providers whose quota is fully exhausted.
|
|
// Reset each retry so providers excluded in a previous attempt get another chance.
|
|
const exhaustedProviders = new Set<string>();
|
|
if (setTry > 0) {
|
|
log.info("COMBO", `All targets failed — retrying set (${setTry}/${maxSetRetries})`);
|
|
await new Promise((resolve) => {
|
|
const timer = setTimeout(resolve, setRetryDelayMs);
|
|
signal?.addEventListener(
|
|
"abort",
|
|
() => {
|
|
clearTimeout(timer);
|
|
resolve(undefined);
|
|
},
|
|
{ once: true }
|
|
);
|
|
});
|
|
if (signal?.aborted) {
|
|
log.info("COMBO", "Client disconnected during set retry delay — aborting");
|
|
return errorResponse(499, "Client disconnected");
|
|
}
|
|
}
|
|
|
|
let lastError = null;
|
|
let earliestRetryAfter = null;
|
|
let lastStatus = null;
|
|
const startTime = Date.now();
|
|
let fallbackCount = 0;
|
|
let recordedAttempts = 0;
|
|
|
|
for (let i = 0; i < orderedTargets.length; i++) {
|
|
const target = orderedTargets[i];
|
|
const modelStr = target.modelStr;
|
|
const provider = target.provider;
|
|
const profile = await getRuntimeProviderProfile(provider);
|
|
|
|
// #1731: Skip targets from a provider that already signaled full quota exhaustion this request.
|
|
if (provider && exhaustedProviders.has(provider)) {
|
|
log.info(
|
|
"COMBO",
|
|
`Skipping ${modelStr} — provider ${provider} marked exhausted this request (#1731)`
|
|
);
|
|
if (i > 0) fallbackCount++;
|
|
continue;
|
|
}
|
|
|
|
// Pre-check: skip models where all accounts are in cooldown
|
|
if (isModelAvailable) {
|
|
const available = await isModelAvailable(modelStr, target);
|
|
if (!available) {
|
|
log.info("COMBO", `Skipping ${modelStr} (all accounts in cooldown)`);
|
|
if (i > 0) fallbackCount++;
|
|
continue;
|
|
}
|
|
}
|
|
|
|
// Retry loop for transient errors
|
|
for (let retry = 0; retry <= maxRetries; retry++) {
|
|
// Fix #1681: Bail out immediately if the client has disconnected
|
|
if (signal?.aborted) {
|
|
log.info("COMBO", `Client disconnected — aborting combo loop before model ${modelStr}`);
|
|
return errorResponse(499, "Client disconnected");
|
|
}
|
|
globalAttempts++;
|
|
if (globalAttempts > MAX_GLOBAL_ATTEMPTS) {
|
|
log.warn(
|
|
"COMBO",
|
|
`Maximum combo attempts (${MAX_GLOBAL_ATTEMPTS}) exceeded across all targets and fallbacks. Terminating loop to prevent runaway background requests.`
|
|
);
|
|
return errorResponse(503, "Maximum combo retry limit reached");
|
|
}
|
|
if (retry > 0) {
|
|
log.info(
|
|
"COMBO",
|
|
`Retrying ${modelStr} in ${retryDelayMs}ms (attempt ${retry + 1}/${maxRetries + 1})`
|
|
);
|
|
await new Promise((resolve) => {
|
|
const timer = setTimeout(resolve, retryDelayMs);
|
|
signal?.addEventListener(
|
|
"abort",
|
|
() => {
|
|
clearTimeout(timer);
|
|
resolve(undefined);
|
|
},
|
|
{ once: true }
|
|
);
|
|
});
|
|
if (signal?.aborted) {
|
|
log.info("COMBO", `Client disconnected during retry delay — aborting`);
|
|
return errorResponse(499, "Client disconnected");
|
|
}
|
|
}
|
|
|
|
log.info(
|
|
"COMBO",
|
|
`Trying model ${i + 1}/${orderedTargets.length}: ${modelStr}${retry > 0 ? ` (retry ${retry})` : ""}`
|
|
);
|
|
|
|
const result = await handleSingleModelWrapped(body, modelStr, {
|
|
...target,
|
|
failoverBeforeRetry: config.failoverBeforeRetry,
|
|
});
|
|
|
|
// Success — validate response quality before returning
|
|
if (result.ok) {
|
|
const quality = await validateResponseQuality(result, clientRequestedStream, log);
|
|
if (!quality.valid) {
|
|
log.warn(
|
|
"COMBO",
|
|
`Model ${modelStr} returned 200 but failed quality check: ${quality.reason}`
|
|
);
|
|
recordComboRequest(combo.name, modelStr, {
|
|
success: false,
|
|
latencyMs: Date.now() - startTime,
|
|
fallbackCount,
|
|
strategy,
|
|
target: toRecordedTarget(target),
|
|
});
|
|
recordedAttempts++;
|
|
// Fix #1707: Set terminal state so the fallback doesn't emit
|
|
// misleading ALL_ACCOUNTS_INACTIVE when the real issue is quality.
|
|
lastError = `Upstream response failed quality validation: ${quality.reason}`;
|
|
if (!lastStatus) lastStatus = 502;
|
|
if (i > 0) fallbackCount++;
|
|
break; // move to next model
|
|
}
|
|
const latencyMs = Date.now() - startTime;
|
|
log.info(
|
|
"COMBO",
|
|
`Model ${modelStr} succeeded (${latencyMs}ms, ${fallbackCount} fallbacks)`
|
|
);
|
|
recordComboRequest(combo.name, modelStr, {
|
|
success: true,
|
|
latencyMs,
|
|
fallbackCount,
|
|
strategy,
|
|
target: toRecordedTarget(target),
|
|
});
|
|
recordedAttempts++;
|
|
|
|
// Context-relay intentionally splits responsibilities:
|
|
// combo.ts decides whether a successful turn should generate a handoff,
|
|
// while chat.ts injects the handoff after the real connectionId is resolved.
|
|
if (
|
|
strategy === "context-relay" &&
|
|
relayOptions?.sessionId &&
|
|
relayConfig &&
|
|
relayConfig.handoffProviders.includes(provider) &&
|
|
provider === "codex"
|
|
) {
|
|
const connectionId = getSessionConnection(relayOptions.sessionId);
|
|
if (connectionId) {
|
|
const quotaInfo = await fetchCodexQuota(connectionId).catch(() => null);
|
|
if (quotaInfo) {
|
|
const resetCandidates = [quotaInfo.window5h?.resetAt, quotaInfo.window7d?.resetAt]
|
|
.filter((value): value is string => typeof value === "string" && value.length > 0)
|
|
.sort((a, b) => a.localeCompare(b));
|
|
const handoffSourceMessages =
|
|
Array.isArray(body?.messages) && body.messages.length > 0
|
|
? body.messages
|
|
: Array.isArray(body?.input)
|
|
? body.input
|
|
: [];
|
|
|
|
maybeGenerateHandoff({
|
|
sessionId: relayOptions.sessionId,
|
|
comboName: combo.name,
|
|
connectionId,
|
|
percentUsed: quotaInfo.percentUsed,
|
|
messages: handoffSourceMessages,
|
|
model: modelStr,
|
|
expiresAt: resetCandidates[0] || null,
|
|
config: relayConfig,
|
|
handleSingleModel: handleSingleModelWrapped,
|
|
});
|
|
}
|
|
}
|
|
}
|
|
|
|
// Record last known good provider (LKGP) for this combo/model (#919)
|
|
if (provider) {
|
|
const connId = target.connectionId || undefined;
|
|
void (async () => {
|
|
try {
|
|
const { setLKGP } = await import("../../src/lib/localDb");
|
|
await Promise.all([
|
|
setLKGP(combo.name, target.executionKey, provider, connId),
|
|
setLKGP(combo.name, combo.id || combo.name, provider, connId),
|
|
]);
|
|
} catch (err) {
|
|
log.warn("COMBO", "Failed to record Last Known Good Provider. This is non-fatal.", {
|
|
err,
|
|
});
|
|
}
|
|
})();
|
|
}
|
|
|
|
return quality.clonedResponse ?? result;
|
|
}
|
|
|
|
// Extract error info from response
|
|
let errorText = result.statusText || "";
|
|
let errorBody = null;
|
|
let retryAfter = null;
|
|
try {
|
|
const cloned = result.clone();
|
|
try {
|
|
const text = await cloned.text();
|
|
if (text) {
|
|
errorText = text.substring(0, 500);
|
|
errorBody = JSON.parse(text);
|
|
errorText =
|
|
errorBody?.error?.message || errorBody?.error || errorBody?.message || errorText;
|
|
retryAfter = errorBody?.retryAfter || null;
|
|
}
|
|
} catch {
|
|
/* Clone parse failed */
|
|
}
|
|
} catch {
|
|
/* Clone failed */
|
|
}
|
|
|
|
// Track earliest retryAfter
|
|
if (
|
|
retryAfter &&
|
|
(!earliestRetryAfter || new Date(retryAfter) < new Date(earliestRetryAfter))
|
|
) {
|
|
earliestRetryAfter = retryAfter;
|
|
}
|
|
|
|
// Normalize error text
|
|
if (typeof errorText !== "string") {
|
|
try {
|
|
errorText = JSON.stringify(errorText);
|
|
} catch {
|
|
errorText = String(errorText);
|
|
}
|
|
}
|
|
|
|
const isStreamReadinessFailure =
|
|
(result.status === 502 || result.status === 504) &&
|
|
isStreamReadinessFailureErrorBody(errorBody);
|
|
|
|
// Fix #1681: Status 499 means client disconnected — stop combo loop immediately.
|
|
// There is no point trying fallback models when nobody is listening.
|
|
if (result.status === 499) {
|
|
log.info("COMBO", `Client disconnected (499) during ${modelStr} — stopping combo loop`);
|
|
recordComboRequest(combo.name, modelStr, {
|
|
success: false,
|
|
latencyMs: Date.now() - startTime,
|
|
fallbackCount,
|
|
strategy,
|
|
target: toRecordedTarget(target),
|
|
});
|
|
recordedAttempts++;
|
|
return result;
|
|
}
|
|
|
|
// Combo fallback is target-level orchestration: a non-ok target response is
|
|
// treated as local to that target and the combo continues to the next target.
|
|
// Error classification is retained only for retry/cooldown pacing; it must
|
|
// not decide whether fallback happens, including for generic 400 responses.
|
|
const fallbackResult = checkFallbackError(
|
|
result.status,
|
|
errorText,
|
|
0,
|
|
null,
|
|
provider,
|
|
result.headers,
|
|
profile
|
|
);
|
|
const { cooldownMs } = fallbackResult;
|
|
|
|
// #1731: If the entire provider quota is exhausted, mark it so subsequent
|
|
// same-provider targets are skipped immediately.
|
|
if (provider && isProviderExhaustedReason(fallbackResult)) {
|
|
exhaustedProviders.add(provider);
|
|
log.info(
|
|
"COMBO",
|
|
`Provider ${provider} quota exhausted — marking for skip on remaining targets (#1731)`
|
|
);
|
|
}
|
|
|
|
// Trigger shared provider circuit breaker for 5xx errors and connection failures.
|
|
// If the next target in the combo is on the same provider, don't mark the provider
|
|
// as failed — different models on the same provider may still succeed.
|
|
const nextTarget = orderedTargets[i + 1];
|
|
const sameProviderNext =
|
|
typeof nextTarget?.provider === "string" && nextTarget.provider === provider;
|
|
if (
|
|
!isStreamReadinessFailure &&
|
|
isProviderFailureCode(result.status) &&
|
|
!sameProviderNext
|
|
) {
|
|
recordProviderFailure(provider, log, target.connectionId, profile);
|
|
}
|
|
|
|
// Check if this is a transient error worth retrying on same model
|
|
const isTransient =
|
|
!isStreamReadinessFailure && [408, 429, 500, 502, 503, 504].includes(result.status);
|
|
if (retry < maxRetries && isTransient) {
|
|
continue; // Retry same model
|
|
}
|
|
|
|
// Done retrying this model
|
|
recordComboRequest(combo.name, modelStr, {
|
|
success: false,
|
|
latencyMs: Date.now() - startTime,
|
|
fallbackCount,
|
|
strategy,
|
|
target: toRecordedTarget(target),
|
|
});
|
|
recordedAttempts++;
|
|
lastError = errorText || String(result.status);
|
|
if (!lastStatus) lastStatus = result.status;
|
|
if (i > 0) fallbackCount++;
|
|
log.warn("COMBO", `Model ${modelStr} failed, trying next`, { status: result.status });
|
|
|
|
const fallbackWaitMs =
|
|
fallbackDelayMs > 0 && cooldownMs > 0 && cooldownMs <= MAX_FALLBACK_WAIT_MS
|
|
? Math.min(cooldownMs, fallbackDelayMs)
|
|
: 0;
|
|
if ([502, 503, 504].includes(result.status) && fallbackWaitMs > 0) {
|
|
log.info("COMBO", `Waiting ${fallbackWaitMs}ms before fallback to next model`);
|
|
await new Promise((resolve) => {
|
|
const timer = setTimeout(resolve, fallbackWaitMs);
|
|
signal?.addEventListener(
|
|
"abort",
|
|
() => {
|
|
clearTimeout(timer);
|
|
resolve(undefined);
|
|
},
|
|
{ once: true }
|
|
);
|
|
});
|
|
if (signal?.aborted) {
|
|
log.info("COMBO", `Client disconnected during fallback wait — aborting`);
|
|
return errorResponse(499, "Client disconnected");
|
|
}
|
|
}
|
|
|
|
break; // Move to next model
|
|
}
|
|
}
|
|
|
|
// All models failed in this set try
|
|
const latencyMs = Date.now() - startTime;
|
|
if (recordedAttempts === 0) {
|
|
recordComboRequest(combo.name, null, { success: false, latencyMs, fallbackCount, strategy });
|
|
}
|
|
|
|
// Retry the entire set if more attempts remain
|
|
if (setTry < maxSetRetries) continue;
|
|
|
|
// All set retries exhausted — return the final error
|
|
if (!lastStatus) {
|
|
return new Response(
|
|
JSON.stringify({
|
|
error: {
|
|
message: "Service temporarily unavailable: all upstream accounts are inactive",
|
|
type: "service_unavailable",
|
|
code: "ALL_ACCOUNTS_INACTIVE",
|
|
},
|
|
}),
|
|
{ status: 503, headers: { "Content-Type": "application/json" } }
|
|
);
|
|
}
|
|
|
|
const status = lastStatus;
|
|
const msg = lastError || "All combo models unavailable";
|
|
|
|
if (earliestRetryAfter) {
|
|
const retryHuman = formatRetryAfter(earliestRetryAfter);
|
|
log.warn("COMBO", `All models failed | ${msg} (${retryHuman})`);
|
|
return unavailableResponse(status, msg, earliestRetryAfter, retryHuman);
|
|
}
|
|
|
|
log.warn("COMBO", `All models failed | ${msg}`);
|
|
return new Response(JSON.stringify({ error: { message: msg } }), {
|
|
status,
|
|
headers: { "Content-Type": "application/json" },
|
|
});
|
|
}
|
|
}
|
|
|
|
/**
|
|
* Handle round-robin combo: each request goes to the next model in circular order.
|
|
* Uses semaphore-based concurrency control with queue + rate-limit awareness.
|
|
*
|
|
* Flow:
|
|
* 1. Pick target model via atomic counter (counter % models.length)
|
|
* 2. Acquire semaphore slot (may queue if at max concurrency)
|
|
* 3. Send request to target model
|
|
* 4. On 429 → mark model rate-limited, try next model in rotation
|
|
* 5. On semaphore timeout → fallback to next available model
|
|
*/
|
|
async function handleRoundRobinCombo({
|
|
body,
|
|
combo,
|
|
handleSingleModel,
|
|
isModelAvailable,
|
|
log,
|
|
settings,
|
|
allCombos,
|
|
signal,
|
|
}) {
|
|
const config = settings
|
|
? resolveComboConfig(combo, settings)
|
|
: { ...getDefaultComboConfig(), ...(combo.config || {}) };
|
|
const concurrency = config.concurrencyPerModel ?? 3;
|
|
const queueTimeout = config.queueTimeoutMs ?? 30000;
|
|
const maxRetries = config.maxRetries ?? 1;
|
|
const retryDelayMs = resolveDelayMs(config.retryDelayMs, 2000);
|
|
const fallbackDelayMs = resolveDelayMs(config.fallbackDelayMs, 0);
|
|
|
|
const orderedTargets = resolveComboTargets(combo, allCombos);
|
|
const filteredTargets = await applyRequestTagRouting(orderedTargets, body, log);
|
|
const modelCount = filteredTargets.length;
|
|
if (modelCount === 0) {
|
|
return comboModelNotFoundResponse("Round-robin combo has no executable targets");
|
|
}
|
|
|
|
// Get and increment atomic counter
|
|
const counter = rrCounters.get(combo.name) || 0;
|
|
rrCounters.set(combo.name, counter + 1);
|
|
const startIndex = counter % modelCount;
|
|
|
|
const clientRequestedStream = body?.stream === true;
|
|
const startTime = Date.now();
|
|
let lastError = null;
|
|
let lastStatus = null;
|
|
let earliestRetryAfter = null;
|
|
let globalAttempts = 0;
|
|
let fallbackCount = 0;
|
|
let recordedAttempts = 0;
|
|
|
|
// #1731: Per-request in-memory set of providers whose quota is fully exhausted.
|
|
// When a target returns a quota-exhausted 429, remaining targets from the same
|
|
// provider are skipped to avoid the cascade through N same-provider targets.
|
|
const exhaustedProviders = new Set<string>();
|
|
|
|
// Try each model starting from the round-robin target
|
|
for (let offset = 0; offset < modelCount; offset++) {
|
|
const modelIndex = (startIndex + offset) % modelCount;
|
|
const target = filteredTargets[modelIndex];
|
|
const modelStr = target.modelStr;
|
|
const provider = target.provider;
|
|
const profile = await getRuntimeProviderProfile(provider);
|
|
const semaphoreKey = `combo:${combo.name}:${target.executionKey}`;
|
|
|
|
// Pre-check availability
|
|
if (isModelAvailable) {
|
|
const available = await isModelAvailable(modelStr, target);
|
|
if (!available) {
|
|
log.info("COMBO-RR", `Skipping ${modelStr} (all accounts in cooldown)`);
|
|
if (offset > 0) fallbackCount++;
|
|
continue;
|
|
}
|
|
}
|
|
|
|
// #1731: Skip targets from a provider that already signaled full quota exhaustion
|
|
// this request.
|
|
if (provider && exhaustedProviders.has(provider)) {
|
|
log.info(
|
|
"COMBO-RR",
|
|
`Skipping ${modelStr} — provider ${provider} marked exhausted this request (#1731)`
|
|
);
|
|
if (offset > 0) fallbackCount++;
|
|
continue;
|
|
}
|
|
|
|
// Acquire semaphore slot (may wait in queue)
|
|
let release;
|
|
try {
|
|
release = await semaphore.acquire(semaphoreKey, {
|
|
maxConcurrency: concurrency,
|
|
timeoutMs: queueTimeout,
|
|
});
|
|
} catch (err) {
|
|
if (err.code === "SEMAPHORE_TIMEOUT" || err.code === "SEMAPHORE_QUEUE_FULL") {
|
|
log.warn(
|
|
"COMBO-RR",
|
|
`Semaphore ${err.code === "SEMAPHORE_QUEUE_FULL" ? "queue full" : "timeout"} for ${modelStr}, trying next model`
|
|
);
|
|
if (offset > 0) fallbackCount++;
|
|
continue;
|
|
}
|
|
throw err;
|
|
}
|
|
|
|
// Retry loop within this model
|
|
try {
|
|
for (let retry = 0; retry <= maxRetries; retry++) {
|
|
globalAttempts++;
|
|
if (globalAttempts > MAX_GLOBAL_ATTEMPTS) {
|
|
log.warn(
|
|
"COMBO-RR",
|
|
`Maximum combo attempts (${MAX_GLOBAL_ATTEMPTS}) exceeded. Terminating loop to prevent runaway requests.`
|
|
);
|
|
return errorResponse(503, "Maximum combo retry limit reached");
|
|
}
|
|
if (retry > 0) {
|
|
log.info(
|
|
"COMBO-RR",
|
|
`Retrying ${modelStr} in ${retryDelayMs}ms (attempt ${retry + 1}/${maxRetries + 1})`
|
|
);
|
|
await new Promise((r) => setTimeout(r, retryDelayMs));
|
|
}
|
|
|
|
log.info(
|
|
"COMBO-RR",
|
|
`[RR #${counter}] → ${modelStr}${offset > 0 ? ` (fallback +${offset})` : ""}${retry > 0 ? ` (retry ${retry})` : ""}`
|
|
);
|
|
|
|
const result = await handleSingleModel(body, modelStr, {
|
|
...target,
|
|
failoverBeforeRetry: config.failoverBeforeRetry,
|
|
});
|
|
|
|
// Success — validate response quality before returning
|
|
if (result.ok) {
|
|
const quality = await validateResponseQuality(result, clientRequestedStream, log);
|
|
if (!quality.valid) {
|
|
log.warn(
|
|
"COMBO-RR",
|
|
`${modelStr} returned 200 but failed quality check: ${quality.reason}`
|
|
);
|
|
recordComboRequest(combo.name, modelStr, {
|
|
success: false,
|
|
latencyMs: Date.now() - startTime,
|
|
fallbackCount,
|
|
strategy: "round-robin",
|
|
target: toRecordedTarget(target),
|
|
});
|
|
recordedAttempts++;
|
|
// Fix #1707: Set terminal state so the fallback doesn't emit
|
|
// misleading ALL_ACCOUNTS_INACTIVE when the real issue is quality.
|
|
lastError = `Upstream response failed quality validation: ${quality.reason}`;
|
|
if (!lastStatus) lastStatus = 502;
|
|
if (offset > 0) fallbackCount++;
|
|
break; // move to next model
|
|
}
|
|
const latencyMs = Date.now() - startTime;
|
|
log.info(
|
|
"COMBO-RR",
|
|
`${modelStr} succeeded (${latencyMs}ms, ${fallbackCount} fallbacks)`
|
|
);
|
|
recordComboRequest(combo.name, modelStr, {
|
|
success: true,
|
|
latencyMs,
|
|
fallbackCount,
|
|
strategy: "round-robin",
|
|
target: toRecordedTarget(target),
|
|
});
|
|
recordedAttempts++;
|
|
if (provider) {
|
|
const connId = target.connectionId || undefined;
|
|
void (async () => {
|
|
try {
|
|
const { setLKGP } = await import("../../src/lib/localDb");
|
|
await Promise.all([
|
|
setLKGP(combo.name, target.executionKey, provider, connId),
|
|
setLKGP(combo.name, combo.id || combo.name, provider, connId),
|
|
]);
|
|
} catch (err) {
|
|
log.warn(
|
|
"COMBO-RR",
|
|
"Failed to record Last Known Good Provider. This is non-fatal.",
|
|
{
|
|
err,
|
|
}
|
|
);
|
|
}
|
|
})();
|
|
}
|
|
return result;
|
|
}
|
|
|
|
// Extract error info
|
|
let errorText = result.statusText || "";
|
|
let retryAfter = null;
|
|
let errorBody: {
|
|
error?: { code?: string | null; message?: string | null } | string;
|
|
message?: string | null;
|
|
retryAfter?: number | string | null;
|
|
} | null = null;
|
|
try {
|
|
const cloned = result.clone();
|
|
try {
|
|
const text = await cloned.text();
|
|
if (text) {
|
|
errorText = text.substring(0, 500);
|
|
errorBody = JSON.parse(text);
|
|
const parsedError = errorBody?.error;
|
|
errorText =
|
|
(typeof parsedError === "object" && parsedError?.message) ||
|
|
(typeof parsedError === "string" ? parsedError : null) ||
|
|
errorBody?.message ||
|
|
errorText;
|
|
retryAfter = errorBody?.retryAfter || null;
|
|
}
|
|
} catch {
|
|
/* Clone parse failed */
|
|
}
|
|
} catch {
|
|
/* Clone failed */
|
|
}
|
|
|
|
if (result.status === 499) {
|
|
log.info(
|
|
"COMBO-RR",
|
|
`Client disconnected (499) during ${modelStr} — stopping combo loop`
|
|
);
|
|
recordComboRequest(combo.name, modelStr, {
|
|
success: false,
|
|
latencyMs: Date.now() - startTime,
|
|
fallbackCount,
|
|
strategy: "round-robin",
|
|
target: toRecordedTarget(target),
|
|
});
|
|
recordedAttempts++;
|
|
return result;
|
|
}
|
|
|
|
if (
|
|
retryAfter &&
|
|
(!earliestRetryAfter || new Date(retryAfter) < new Date(earliestRetryAfter))
|
|
) {
|
|
earliestRetryAfter = retryAfter;
|
|
}
|
|
|
|
if (typeof errorText !== "string") {
|
|
try {
|
|
errorText = JSON.stringify(errorText);
|
|
} catch {
|
|
errorText = String(errorText);
|
|
}
|
|
}
|
|
|
|
const isStreamReadinessFailure =
|
|
(result.status === 502 || result.status === 504) &&
|
|
isStreamReadinessFailureErrorBody(errorBody);
|
|
|
|
// Round-robin uses the same target-level fallback rule as other combo
|
|
// strategies: non-ok target responses fall through to the next target.
|
|
// Classification stays here only to support cooldown/semaphore pacing,
|
|
// not to decide whether fallback is allowed.
|
|
const fallbackResult = checkFallbackError(
|
|
result.status,
|
|
errorText,
|
|
0,
|
|
null,
|
|
provider,
|
|
result.headers,
|
|
profile
|
|
);
|
|
const { cooldownMs } = fallbackResult;
|
|
|
|
// #1731: If the entire provider quota is exhausted, mark it so subsequent
|
|
// same-provider targets are skipped immediately.
|
|
if (provider && isProviderExhaustedReason(fallbackResult)) {
|
|
exhaustedProviders.add(provider);
|
|
log.info("COMBO-RR", `Provider ${provider} quota exhausted — marking for skip (#1731)`);
|
|
}
|
|
|
|
const isAllAccountsRateLimited = isAllAccountsRateLimitedResponse(
|
|
result.status,
|
|
result.headers?.get("content-type") ?? null,
|
|
errorText
|
|
);
|
|
|
|
// Transient errors → mark in semaphore so round-robin stops stampeding this target.
|
|
if (
|
|
!isStreamReadinessFailure &&
|
|
TRANSIENT_FOR_SEMAPHORE.includes(result.status) &&
|
|
cooldownMs > 0
|
|
) {
|
|
semaphore.markRateLimited(semaphoreKey, cooldownMs);
|
|
log.warn("COMBO-RR", `${modelStr} error ${result.status}, cooldown ${cooldownMs}ms`);
|
|
}
|
|
|
|
if (isAllAccountsRateLimited) {
|
|
log.info(
|
|
"COMBO-RR",
|
|
`All accounts rate-limited for ${modelStr}, falling back to next model`
|
|
);
|
|
// #1731: All-accounts-rate-limited 503 also counts as provider exhaustion
|
|
if (provider) {
|
|
exhaustedProviders.add(provider);
|
|
}
|
|
}
|
|
|
|
// Transient error → retry same model
|
|
const isTransient =
|
|
!isStreamReadinessFailure && [408, 429, 500, 502, 503, 504].includes(result.status);
|
|
if (retry < maxRetries && isTransient) {
|
|
continue;
|
|
}
|
|
|
|
// Done with this model
|
|
recordComboRequest(combo.name, modelStr, {
|
|
success: false,
|
|
latencyMs: Date.now() - startTime,
|
|
fallbackCount,
|
|
strategy: "round-robin",
|
|
target: toRecordedTarget(target),
|
|
});
|
|
recordedAttempts++;
|
|
lastError = errorText || String(result.status);
|
|
if (!lastStatus) lastStatus = result.status;
|
|
if (offset > 0) fallbackCount++;
|
|
log.warn("COMBO-RR", `${modelStr} failed, trying next model`, { status: result.status });
|
|
|
|
const fallbackWaitMs =
|
|
fallbackDelayMs > 0 && cooldownMs > 0 && cooldownMs <= MAX_FALLBACK_WAIT_MS
|
|
? Math.min(cooldownMs, fallbackDelayMs)
|
|
: 0;
|
|
if ([502, 503, 504].includes(result.status) && fallbackWaitMs > 0) {
|
|
log.info("COMBO-RR", `Waiting ${fallbackWaitMs}ms before fallback to next model`);
|
|
await new Promise((resolve) => {
|
|
const timer = setTimeout(resolve, fallbackWaitMs);
|
|
signal?.addEventListener(
|
|
"abort",
|
|
() => {
|
|
clearTimeout(timer);
|
|
resolve(undefined);
|
|
},
|
|
{ once: true }
|
|
);
|
|
});
|
|
if (signal?.aborted) {
|
|
log.info("COMBO-RR", `Client disconnected during fallback wait — aborting`);
|
|
return errorResponse(499, "Client disconnected");
|
|
}
|
|
}
|
|
|
|
break;
|
|
}
|
|
} finally {
|
|
// ALWAYS release semaphore slot
|
|
release();
|
|
}
|
|
}
|
|
|
|
// All models exhausted
|
|
const latencyMs = Date.now() - startTime;
|
|
if (recordedAttempts === 0) {
|
|
recordComboRequest(combo.name, null, {
|
|
success: false,
|
|
latencyMs,
|
|
fallbackCount,
|
|
strategy: "round-robin",
|
|
});
|
|
}
|
|
|
|
if (!lastStatus) {
|
|
return new Response(
|
|
JSON.stringify({
|
|
error: {
|
|
message: "Service temporarily unavailable: all upstream accounts are inactive",
|
|
type: "service_unavailable",
|
|
code: "ALL_ACCOUNTS_INACTIVE",
|
|
},
|
|
}),
|
|
{ status: 503, headers: { "Content-Type": "application/json" } }
|
|
);
|
|
}
|
|
|
|
const status = lastStatus;
|
|
const msg = lastError || "All round-robin combo models unavailable";
|
|
|
|
if (earliestRetryAfter) {
|
|
const retryHuman = formatRetryAfter(earliestRetryAfter);
|
|
log.warn("COMBO-RR", `All models failed | ${msg} (${retryHuman})`);
|
|
return unavailableResponse(status, msg, earliestRetryAfter, retryHuman);
|
|
}
|
|
|
|
log.warn("COMBO-RR", `All models failed | ${msg}`);
|
|
return new Response(JSON.stringify({ error: { message: msg } }), {
|
|
status,
|
|
headers: { "Content-Type": "application/json" },
|
|
});
|
|
}
|