96 lines
3.0 KiB
TypeScript
96 lines
3.0 KiB
TypeScript
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import type { ModelMessage } from 'ai';
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import { findSafeCompactionSplitIndex } from '../contextCompaction';
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interface CacheEntry {
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modelId: string;
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prefixLength: number;
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fingerprint: string;
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notePromise: Promise<string>;
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}
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function canonicalize(value: unknown): unknown {
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if (Array.isArray(value)) return value.map(canonicalize);
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if (!value || typeof value !== 'object') return value;
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return Object.fromEntries(
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Object.entries(value as Record<string, unknown>)
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.sort(([left], [right]) => left.localeCompare(right))
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.map(([key, entry]) => [key, canonicalize(entry)]),
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);
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}
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export function fingerprintMessages(messages: ModelMessage[]): string {
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const value = JSON.stringify(canonicalize(messages));
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let hash = 0x811c9dc5;
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for (let index = 0; index < value.length; index += 1) {
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hash ^= value.charCodeAt(index);
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hash = Math.imul(hash, 0x01000193);
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}
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return (hash >>> 0).toString(36);
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}
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export class TwoPassCompactionCache {
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private readonly entries = new Map<string, CacheEntry>();
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start(
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chatSessionId: string,
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modelId: string,
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messages: ModelMessage[],
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producer: (prefix: ModelMessage[]) => Promise<string>,
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): boolean {
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const current = this.entries.get(chatSessionId);
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if (
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current
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&& current.modelId === modelId
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&& messages.length >= current.prefixLength
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&& fingerprintMessages(messages.slice(0, current.prefixLength)) === current.fingerprint
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) {
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return false;
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}
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const protectedTail = Math.max(10, Math.ceil(messages.length * 0.05));
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const prefixLength = findSafeCompactionSplitIndex(messages, protectedTail);
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if (prefixLength <= 0) return false;
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const prefix = messages.slice(0, prefixLength);
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const fingerprint = fingerprintMessages(prefix);
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if (
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current
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&& current.modelId === modelId
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&& current.prefixLength === prefixLength
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&& current.fingerprint === fingerprint
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) {
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return false;
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}
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this.entries.set(chatSessionId, {
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modelId,
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prefixLength,
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fingerprint,
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notePromise: producer(prefix).then(note => note.slice(0, 12_000)).catch(() => ''),
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});
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return true;
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}
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async consume(
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chatSessionId: string,
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modelId: string,
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messages: ModelMessage[],
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): Promise<{ note: string; prefixLength: number } | undefined> {
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const entry = this.entries.get(chatSessionId);
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if (!entry || entry.modelId !== modelId || messages.length < entry.prefixLength) {
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this.entries.delete(chatSessionId);
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return undefined;
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}
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const prefix = messages.slice(0, entry.prefixLength);
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if (fingerprintMessages(prefix) !== entry.fingerprint) {
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this.entries.delete(chatSessionId);
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return undefined;
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}
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const note = await entry.notePromise;
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return note ? { note, prefixLength: entry.prefixLength } : undefined;
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}
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clear(chatSessionId: string): void {
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this.entries.delete(chatSessionId);
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}
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}
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export const globalTwoPassCompactionCache = new TwoPassCompactionCache();
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