515 lines
14 KiB
TypeScript
515 lines
14 KiB
TypeScript
/**
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* Reasoning Replay Cache — In-memory + DB hybrid service.
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*
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* Captures reasoning_content from thinking-mode model responses (DeepSeek V4,
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* Kimi K2, Qwen-Thinking, GLM, etc.) and re-injects it on subsequent turns
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* when clients omit it. This prevents the DeepSeek 400 error:
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* "The reasoning_content in the thinking mode must be passed back to the API."
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*
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* Architecture:
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* Write: memory + DB in the same process
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* Read: memory first → DB fallback → miss
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*
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* @see Issue #1628
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*/
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import {
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clearAllReasoningCache,
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cleanupExpiredReasoning,
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deleteReasoningCache,
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getReasoningCache,
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getReasoningCacheEntries,
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getReasoningCacheStats,
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setReasoningCache,
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} from "../../src/lib/db/reasoningCache.ts";
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// ──────────────── Provider/Model Detection ────────────────
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const REASONING_REPLAY_PROVIDERS = new Set([
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"deepseek",
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"opencode-go",
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"siliconflow",
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"nebius",
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"deepinfra",
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"sambanova",
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"fireworks",
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"together",
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// Xiaomi MiMo enforces the same "pass back reasoning_content on subsequent
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// turns" contract as DeepSeek/Kimi-thinking. Without replay the upstream
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// 400s with "Param Incorrect: The reasoning_content in the thinking mode
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// must be passed back to the API."
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"xiaomi-mimo",
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]);
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const REASONING_REPLAY_MODEL_PATTERNS = [
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/deepseek-r1/i,
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/deepseek-reasoner/i,
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/deepseek-chat/i,
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/deepseek[-/]v4[-.](flash|pro)(-free)?/i,
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/zen\/deepseek-v4/i,
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/kimi-k2/i,
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/qwq/i,
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/qwen.*think/i,
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/glm.*think/i,
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// MiMo (Xiaomi) thinking models — defensive match if a wildcard route
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// assigns a non-`xiaomi-mimo` provider ID to a mimo-* model alias.
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/^mimo[-.]?v\d/i,
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];
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const DEEPSEEK_V4_MODEL_PATTERN = /deepseek[-/]v4[-.](flash|pro)/i;
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export function isDeepSeekReasoningModel(params: {
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provider: string;
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model: string;
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thinkingEnabled?: boolean;
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}): boolean {
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if (params.thinkingEnabled !== true) return false;
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return DEEPSEEK_V4_MODEL_PATTERN.test(params.model);
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}
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/**
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* Check if a provider/model combination requires reasoning replay.
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*/
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export function requiresReasoningReplay(params: {
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provider: string;
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model: string;
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thinkingEnabled?: boolean;
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supportsReasoning?: boolean;
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interleavedField?: string | null;
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allowLegacyFallback?: boolean;
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}): boolean {
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const normalizedProvider = params.provider.trim().toLowerCase();
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const normalizedModel = params.model.trim();
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const normalizedInterleavedField =
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typeof params.interleavedField === "string" ? params.interleavedField.trim().toLowerCase() : "";
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// Explicit model signal from models.dev (preferred source of truth).
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if (normalizedInterleavedField === "reasoning_content") return true;
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if (normalizedInterleavedField === "reasoning_details") return false;
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// DeepSeek legacy reasoner family has an inverse contract: do not replay.
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if (/deepseek-reasoner/i.test(normalizedModel) || /deepseek-r1/i.test(normalizedModel)) {
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return false;
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}
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// Explicit known contract: DeepSeek V4 thinking with tool calls requires replay.
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if (isDeepSeekReasoningModel(params)) return true;
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const useLegacyFallback = params.allowLegacyFallback !== false;
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if (!useLegacyFallback) return false;
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if (REASONING_REPLAY_PROVIDERS.has(normalizedProvider)) return true;
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return REASONING_REPLAY_MODEL_PATTERNS.some((p) => p.test(normalizedModel));
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}
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// ──────────────── In-Memory Cache ────────────────
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interface MemoryCacheEntry {
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reasoning: string;
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provider: string;
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model: string;
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expiresAt: number;
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createdAt: number;
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}
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type AssistantMessageLike = {
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role?: unknown;
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tool_calls?: unknown;
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reasoning_content?: unknown;
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reasoning?: unknown;
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};
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type AssistantMessageCacheContext = {
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requestId?: string;
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messageIndex?: number;
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};
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type ToolCallLike = {
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id?: unknown;
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};
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const memoryCache = new Map<string, MemoryCacheEntry>();
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const MAX_MEMORY_ENTRIES = 200;
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const MAX_ENTRY_BYTES = 10000;
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const TTL_MS = 2 * 60 * 60 * 1000; // 2 hours
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// ──────────────── Counters ────────────────
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let hits = 0;
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let misses = 0;
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let replays = 0;
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// ──────────────── Core Operations ────────────────
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/**
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* Evict the oldest entry from the memory cache when full.
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*/
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function evictOldest(): void {
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let oldestKey: string | null = null;
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let oldestTime = Infinity;
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for (const [key, entry] of memoryCache) {
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if (entry.createdAt < oldestTime) {
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oldestTime = entry.createdAt;
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oldestKey = key;
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}
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}
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if (oldestKey) memoryCache.delete(oldestKey);
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}
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/**
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* Remove expired entries from memory cache.
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*/
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function purgeExpiredMemory(): void {
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const now = Date.now();
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for (const [key, entry] of memoryCache) {
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if (now >= entry.expiresAt) {
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memoryCache.delete(key);
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}
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}
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}
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/**
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* Cache a reasoning_content string for one tool_call ID.
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* Writes to memory and best-effort DB persistence.
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*/
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export function cacheReasoning(
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toolCallId: string,
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provider: string,
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model: string,
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reasoning: string
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): void {
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cacheReasoningByKey(toolCallId, provider, model, reasoning);
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}
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export function cacheReasoningByKey(
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key: string,
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provider: string,
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model: string,
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reasoning: string
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): void {
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if (!key || !reasoning) return;
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if (reasoning.length > MAX_ENTRY_BYTES) {
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reasoning = reasoning.slice(0, MAX_ENTRY_BYTES);
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}
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const now = Date.now();
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// Memory write
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if (memoryCache.size >= MAX_MEMORY_ENTRIES) {
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evictOldest();
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}
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memoryCache.set(key, {
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reasoning,
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provider,
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model,
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expiresAt: now + TTL_MS,
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createdAt: now,
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});
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try {
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setReasoningCache(key, provider, model, reasoning, TTL_MS);
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} catch {
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// DB persistence failure is non-fatal; memory cache still serves the hot path.
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}
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}
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function buildAssistantMessageCacheKey(requestId: string, messageIndex: number): string {
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return `request:${requestId}:message:${messageIndex}`;
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}
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/**
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* Cache reasoning for multiple tool_call IDs (same reasoning content).
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*/
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export function cacheReasoningBatch(
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toolCallIds: string[],
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provider: string,
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model: string,
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reasoning: string
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): void {
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for (const id of toolCallIds) {
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if (id) cacheReasoning(id, provider, model, reasoning);
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}
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}
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/**
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* Capture reasoning_content from an assistant message.
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* Returns the number of cache keys written.
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*/
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export function cacheReasoningFromAssistantMessage(
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message: AssistantMessageLike | null | undefined,
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provider: string,
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model: string,
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context?: AssistantMessageCacheContext
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): number {
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if (!message || message.role !== "assistant") {
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return 0;
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}
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const reasoning =
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typeof message.reasoning_content === "string" && message.reasoning_content.length > 0
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? message.reasoning_content
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: typeof message.reasoning === "string" && message.reasoning.length > 0
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? message.reasoning
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: "";
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if (!reasoning) return 0;
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const toolCallIds = Array.isArray(message.tool_calls)
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? (message.tool_calls as ToolCallLike[])
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.map((toolCall) => (typeof toolCall.id === "string" ? toolCall.id : ""))
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.filter((id) => id.length > 0)
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: [];
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if (toolCallIds.length === 0) {
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const requestId = context?.requestId?.trim();
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const messageIndex = context?.messageIndex;
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if (!requestId || typeof messageIndex !== "number" || !Number.isInteger(messageIndex)) {
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return 0;
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}
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cacheReasoningByKey(
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buildAssistantMessageCacheKey(requestId, messageIndex),
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provider,
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model,
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reasoning
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);
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return 1;
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}
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cacheReasoningBatch(toolCallIds, provider, model, reasoning);
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return toolCallIds.length;
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}
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/**
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* Look up cached reasoning_content by tool_call_id.
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* Memory first → DB fallback → null (miss).
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*/
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export function lookupReasoning(toolCallId: string): string | null {
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if (!toolCallId) {
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misses++;
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return null;
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}
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// 1. Check memory
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const mem = memoryCache.get(toolCallId);
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if (mem) {
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if (Date.now() < mem.expiresAt) {
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hits++;
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return mem.reasoning;
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}
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// Expired in memory — remove
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memoryCache.delete(toolCallId);
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}
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// 2. Fallback to DB
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let dbResult: { reasoning: string; provider: string; model: string } | null = null;
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try {
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dbResult = getReasoningCache(toolCallId);
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} catch {
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// DB lookup failure is non-fatal; treat it as a cache miss.
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}
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if (dbResult) {
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hits++;
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let promotedReasoning = dbResult.reasoning;
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if (promotedReasoning.length > MAX_ENTRY_BYTES) {
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promotedReasoning = promotedReasoning.slice(0, MAX_ENTRY_BYTES);
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}
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// Promote back to memory for fast subsequent lookups
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memoryCache.set(toolCallId, {
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reasoning: promotedReasoning,
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provider: dbResult.provider,
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model: dbResult.model,
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expiresAt: Date.now() + TTL_MS,
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createdAt: Date.now(),
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});
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return promotedReasoning;
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}
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// 3. Miss
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misses++;
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return null;
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}
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/**
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* Record that a replay was performed (for dashboard metrics).
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*/
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export function recordReplay(): void {
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replays++;
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}
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// ──────────────── Stats & Dashboard ────────────────
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/**
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* Get combined stats from memory + DB + counters.
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*/
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export function getReasoningCacheServiceStats(): {
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memoryEntries: number;
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dbEntries: number;
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totalEntries: number;
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totalChars: number;
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hits: number;
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misses: number;
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replays: number;
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replayRate: string;
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byProvider: Record<string, { entries: number; chars: number }>;
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byModel: Record<string, { entries: number; chars: number }>;
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oldestEntry: string | null;
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newestEntry: string | null;
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} {
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// Purge expired memory entries before reporting
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purgeExpiredMemory();
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let dbStats = {
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totalEntries: 0,
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totalChars: 0,
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byProvider: {} as Record<string, { entries: number; chars: number }>,
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byModel: {} as Record<string, { entries: number; chars: number }>,
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oldestEntry: null as string | null,
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newestEntry: null as string | null,
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};
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try {
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dbStats = getReasoningCacheStats();
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} catch {
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// DB stats are unavailable; return memory counters with empty persisted stats.
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}
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const totalLookups = hits + misses;
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const replayRate = totalLookups > 0 ? ((replays / totalLookups) * 100).toFixed(1) : "0.0";
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return {
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memoryEntries: memoryCache.size,
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dbEntries: dbStats.totalEntries,
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totalEntries: dbStats.totalEntries,
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totalChars: dbStats.totalChars,
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hits,
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misses,
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replays,
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replayRate: `${replayRate}%`,
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byProvider: dbStats.byProvider,
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byModel: dbStats.byModel,
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oldestEntry: dbStats.oldestEntry,
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newestEntry: dbStats.newestEntry,
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};
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}
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/**
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* Get paginated entries (delegates to DB).
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*/
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export function getReasoningCacheServiceEntries(
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opts: {
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limit?: number;
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offset?: number;
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provider?: string;
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model?: string;
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} = {}
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): unknown[] {
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try {
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return getReasoningCacheEntries(opts);
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} catch {
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return [];
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}
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}
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/**
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* Clear all reasoning cache entries (memory + DB).
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* Returns count of DB entries removed.
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*/
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export function clearReasoningCacheAll(provider?: string): number {
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// Clear memory
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if (provider) {
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for (const [key, entry] of memoryCache) {
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if (entry.provider === provider) memoryCache.delete(key);
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}
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} else {
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memoryCache.clear();
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}
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// Reset counters
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hits = 0;
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misses = 0;
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replays = 0;
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try {
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return clearAllReasoningCache(provider);
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} catch {
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return 0;
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}
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}
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/**
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* Delete one reasoning cache entry by tool_call_id from memory + DB.
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*/
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export function deleteReasoningCacheEntry(toolCallId: string): number {
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if (!toolCallId) return 0;
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const existedInMemory = memoryCache.delete(toolCallId);
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let deletedFromDb = 0;
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try {
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deletedFromDb = deleteReasoningCache(toolCallId);
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} catch {
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// Memory delete already happened; DB delete can be retried by a later cleanup.
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}
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return deletedFromDb + (existedInMemory && deletedFromDb === 0 ? 1 : 0);
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}
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/**
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* Cleanup expired entries from both memory and DB.
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* Called periodically (e.g., every 30 min from health-check).
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*/
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export function cleanupReasoningCache(): number {
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purgeExpiredMemory();
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try {
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return cleanupExpiredReasoning();
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} catch {
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return 0;
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}
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}
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// ──────────────── Auto-start periodic cleanup ────────────────
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//
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// server-init.ts was supposed to start the cleanup job, but that module is
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// never imported anywhere (it is stranded/dead code). As a result, the
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// reasoning_cache SQLite table accumulates expired entries indefinitely.
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//
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// Fix: start the periodic cleanup directly from this module so it runs
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// regardless of how the server boots. On first import we run one
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// immediate sweep, then schedule a 30-minute interval.
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//
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// See: src/lib/jobs/reasoningCacheCleanupJob.ts (the original job module,
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// which also remains valid if server-init.ts ever gets wired in).
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const DEFAULT_CLEANUP_INTERVAL_MS = 30 * 60 * 1000; // 30 min
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function getCleanupIntervalMs(): number {
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const raw = process.env.OMNIROUTE_REASONING_CACHE_CLEANUP_INTERVAL_MS;
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const parsed = raw ? Number(raw) : Number.NaN;
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return Number.isFinite(parsed) && parsed >= 60_000 ? parsed : DEFAULT_CLEANUP_INTERVAL_MS;
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}
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function startAutoCleanup(): void {
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// Run once immediately on boot
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try {
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const deleted = cleanupReasoningCache();
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if (deleted > 0) {
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console.log(`[ReasoningCache] boot cleanup removed ${deleted} expired entries`);
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}
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} catch (error) {
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console.error("[ReasoningCache] boot cleanup failed:", error);
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}
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// Schedule periodic cleanup
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const timer = setInterval(() => {
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try {
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const deleted = cleanupReasoningCache();
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if (deleted > 0) {
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console.log(`[ReasoningCache] periodic cleanup removed ${deleted} expired entries`);
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}
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} catch (error) {
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console.error("[ReasoningCache] periodic cleanup failed:", error);
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}
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}, getCleanupIntervalMs());
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timer.unref?.();
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}
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// Start on module load — every consumer of reasoning cache benefits.
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startAutoCleanup();
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