Files
OmniRoute/open-sse/services/compression/stats.ts
Jan Leon 992fe98386 feat(compression): select model-aware tokenizers (#8009)
* Add model-aware tokenizer selection

* fix: recognize cx Codex model prefix
2026-07-22 02:35:01 -03:00

191 lines
7.2 KiB
TypeScript

import {
type CompressionMode,
type CompressionStats,
type CompressionConfig,
DEFAULT_COMPRESSION_CONFIG,
DEFAULT_CAVEMAN_CONFIG,
DEFAULT_RTK_CONFIG,
DEFAULT_COMPRESSION_LANGUAGE_CONFIG,
} from "./types.ts";
import {
countTextTokens,
isCodexTokenizerContext,
tokenizerContextFromBody,
} from "../../../src/shared/utils/tiktokenCounter.ts";
import { anthropicImageTokens, ANTHROPIC_IMAGE_BLOCK_OVERHEAD_TOKENS } from "omniglyph";
const CHARS_PER_TOKEN = 4;
/**
* Anthropic image block shape this estimator recognizes:
* `{ type: "image", source: { type: "base64", media_type: "image/png", data: "<b64>" } }`.
* Only PNG is decoded (the only format omniglyph emits); anything else falls back to
* char-counting that block, same as before.
*/
interface AnthropicImageBlock {
type: "image";
source: { type: "base64"; media_type: string; data: string };
}
function isAnthropicPngImageBlock(value: unknown): value is AnthropicImageBlock {
if (!value || typeof value !== "object") return false;
const block = value as Record<string, unknown>;
if (block.type !== "image") return false;
const source = block.source as Record<string, unknown> | undefined;
if (!source || typeof source !== "object") return false;
return (
source.type === "base64" && source.media_type === "image/png" && typeof source.data === "string"
);
}
/**
* Decode PNG width/height from the IHDR chunk without decoding the whole image.
* PNG layout: 8-byte signature, then IHDR chunk `length(4) + "IHDR"(4) + width(4) +
* height(4) + ...`. Width/height live at bytes 16..19 / 20..23 (big-endian uint32),
* so we need through byte 23 (24 raw bytes). We slice the first 64 base64 chars
* → 48 raw bytes, a comfortable margin over the 24 required.
* Returns null (never throws) on malformed/non-PNG/truncated input.
*/
function decodePngDimensions(base64: string): { width: number; height: number } | null {
try {
const prefix = base64.slice(0, 64);
const bytes = Buffer.from(prefix, "base64");
if (bytes.length < 24) return null;
// PNG signature check (bytes 0..7): 89 50 4E 47 0D 0A 1A 0A
const PNG_SIGNATURE = [0x89, 0x50, 0x4e, 0x47, 0x0d, 0x0a, 0x1a, 0x0a];
for (let i = 0; i < PNG_SIGNATURE.length; i++) {
if (bytes[i] !== PNG_SIGNATURE[i]) return null;
}
const width = bytes.readUInt32BE(16);
const height = bytes.readUInt32BE(20);
if (!Number.isFinite(width) || !Number.isFinite(height) || width <= 0 || height <= 0) {
return null;
}
return { width, height };
} catch {
return null;
}
}
/** Char-count fallback for one value (same accounting as the legacy estimator). */
function charTokensOf(value: unknown): number {
if (value === null || value === undefined) return 0;
const str = typeof value === "string" ? value : JSON.stringify(value);
return Math.ceil(str.length / CHARS_PER_TOKEN);
}
/**
* Walk `messages[].content[]` (and `system` when it is an array) looking for Anthropic
* base64 PNG image blocks. For each recognized block: blank its `data` (shallow clone,
* so the char-count pass below doesn't double-count the base64) and add its real
* image-token cost (`anthropicImageTokens` + per-block overhead). Malformed/undecodable
* blocks are left as-is and fall back to char-counting like any other value — never throw.
* Tier is fixed to "standard": production resolves every tier to standard today (measured
* in the omniglyph billing sweep — see anthropic-vision.ts), so there is no model-specific
* signal available here that would change the result.
*/
function blankImageBlocksAndSumImageTokens(body: Record<string, unknown>): {
clone: Record<string, unknown>;
imageTokens: number;
} {
let imageTokens = 0;
const clone: Record<string, unknown> = { ...body };
const processContentArray = (content: unknown): unknown => {
if (!Array.isArray(content)) return content;
return content.map((block) => {
if (!isAnthropicPngImageBlock(block)) return block;
const dims = decodePngDimensions(block.source.data);
if (!dims) return block; // fall back to char-counting this block as-is
imageTokens += anthropicImageTokens(dims.width, dims.height, "standard");
imageTokens += ANTHROPIC_IMAGE_BLOCK_OVERHEAD_TOKENS;
return { ...block, source: { ...block.source, data: "" } };
});
};
if (Array.isArray(clone.messages)) {
clone.messages = clone.messages.map((message) => {
if (!message || typeof message !== "object") return message;
const m = message as Record<string, unknown>;
if (!Array.isArray(m.content)) return message;
return { ...m, content: processContentArray(m.content) };
});
}
if (Array.isArray(clone.system)) {
clone.system = processContentArray(clone.system);
}
return { clone, imageTokens };
}
export function estimateCompressionTokens(text: string | object | null | undefined): number {
if (!text) return 0;
if (typeof text === "string") {
return charTokensOf(text);
}
try {
const tokenizerContext = tokenizerContextFromBody(text);
const useExactTokenizer = isCodexTokenizerContext(tokenizerContext);
const { clone, imageTokens } = blankImageBlocksAndSumImageTokens(
text as Record<string, unknown>
);
if (imageTokens === 0) {
// Keep the legacy character estimate for generic payloads. Codex payloads use
// the model-appropriate tokenizer so their compression stats match hard budgets.
return useExactTokenizer
? countTextTokens(JSON.stringify(text), tokenizerContext)
: charTokensOf(text);
}
return useExactTokenizer
? countTextTokens(JSON.stringify(clone), tokenizerContext) + imageTokens
: charTokensOf(clone) + imageTokens;
} catch {
// Non-serializable/unexpected shape → fall back to the legacy char-count,
// never throw out of an estimator.
return charTokensOf(text);
}
}
export function createCompressionStats(
originalBody: Record<string, unknown>,
compressedBody: Record<string, unknown>,
mode: CompressionMode,
techniquesUsed: string[],
rulesApplied?: string[],
durationMs?: number
): CompressionStats {
const originalTokens = estimateCompressionTokens(originalBody);
const compressedTokens = estimateCompressionTokens(compressedBody);
const savingsPercent =
originalTokens > 0
? Math.round(((originalTokens - compressedTokens) / originalTokens) * 10000) / 100
: 0;
return {
originalTokens,
compressedTokens,
savingsPercent,
techniquesUsed,
mode,
timestamp: Date.now(),
...(rulesApplied && rulesApplied.length > 0 ? { rulesApplied } : {}),
...(durationMs !== undefined ? { durationMs } : {}),
};
}
export function trackCompressionStats(stats: CompressionStats): void {
if (stats.originalTokens <= 0) return;
const rulesInfo = stats.rulesApplied?.length ? ` rules=${stats.rulesApplied.join(",")}` : "";
const durationInfo = stats.durationMs !== undefined ? ` ${stats.durationMs}ms` : "";
// Compression stats tracking — no-op in production (use structured logging if needed)
}
export function getDefaultCompressionConfig(): CompressionConfig {
return {
...DEFAULT_COMPRESSION_CONFIG,
cavemanConfig: { ...DEFAULT_CAVEMAN_CONFIG },
rtkConfig: { ...DEFAULT_RTK_CONFIG },
languageConfig: { ...DEFAULT_COMPRESSION_LANGUAGE_CONFIG },
};
}