Files
centdix 7a7d246a6e test: add global ai eval mode (#9129)
* feat: add global ai eval mode

* fix: improve global eval validation feedback
2026-05-13 08:20:30 +00:00

224 lines
6.2 KiB
TypeScript

import { spawn } from "node:child_process";
import { mkdtemp, readFile, rm } from "node:fs/promises";
import { tmpdir } from "node:os";
import path from "node:path";
import { fileURLToPath } from "node:url";
import {
formatFrontendBenchmarkProgressEvent,
parseFrontendBenchmarkProgressLine,
} from "./progress";
import type { BenchmarkRunResult } from "../../core/types";
const REPO_ROOT = fileURLToPath(new URL("../../../", import.meta.url));
const FRONTEND_DIR = path.join(REPO_ROOT, "frontend");
const FRONTEND_BENCHMARK_TEST =
"../ai_evals/adapters/frontend/vitestAdapter.test.ts";
const FRONTEND_BENCHMARK_CONFIG =
"../ai_evals/adapters/frontend/vitest.config.ts";
export type FrontendMode = "flow" | "app" | "script" | "global";
export async function runFrontendBenchmarkAdapter(input: {
mode: FrontendMode;
caseIds: string[];
runs: number;
model?: string;
verbose?: boolean;
backendValidation?: string;
}): Promise<BenchmarkRunResult> {
const tempDir = await mkdtemp(
path.join(tmpdir(), "wmill-frontend-benchmark-"),
);
const outputPath = path.join(tempDir, "result.json");
const env: NodeJS.ProcessEnv = {
...process.env,
BROWSERSLIST_IGNORE_OLD_DATA: "1",
WMILL_FRONTEND_AI_EVAL_OUTPUT_PATH: outputPath,
WMILL_FRONTEND_AI_EVAL_MODE: input.mode,
WMILL_FRONTEND_AI_EVAL_CASE_IDS: JSON.stringify(input.caseIds),
WMILL_FRONTEND_AI_EVAL_RUNS: String(input.runs),
WMILL_FRONTEND_AI_EVAL_MODEL: input.model ?? "",
WMILL_FRONTEND_AI_EVAL_PROGRESS: "1",
WMILL_FRONTEND_AI_EVAL_VERBOSE: input.verbose ? "1" : "0",
WMILL_FRONTEND_AI_EVAL_BACKEND_VALIDATION: input.backendValidation ?? "",
};
try {
await runVitestBenchmark(
path.join(FRONTEND_DIR, "node_modules", ".bin", "vitest"),
[
"run",
FRONTEND_BENCHMARK_TEST,
"--project",
"server",
"--config",
FRONTEND_BENCHMARK_CONFIG,
],
{
cwd: FRONTEND_DIR,
env,
},
);
const raw = await readFile(outputPath, "utf8");
return JSON.parse(raw) as BenchmarkRunResult;
} catch (error) {
throw new Error(
`Frontend benchmark adapter failed:\n${toErrorMessage(error)}`,
);
} finally {
await rm(tempDir, { recursive: true, force: true });
}
}
async function runVitestBenchmark(
command: string,
args: string[],
options: {
cwd: string;
env: NodeJS.ProcessEnv;
},
): Promise<void> {
const child = spawn(command, args, {
cwd: options.cwd,
env: options.env,
stdio: ["ignore", "pipe", "pipe"],
});
let stdout = "";
let stderr = "";
let stderrLineBuffer = "";
let assistantStreamOpen = false;
child.stdout?.setEncoding("utf8");
child.stdout?.on("data", (chunk: string) => {
stdout += chunk;
});
child.stderr?.setEncoding("utf8");
child.stderr?.on("data", (chunk: string) => {
stderrLineBuffer += chunk;
const { remainder, passthrough, nextAssistantStreamOpen } =
drainProgressLines(stderrLineBuffer, assistantStreamOpen);
stderrLineBuffer = remainder;
stderr += passthrough;
assistantStreamOpen = nextAssistantStreamOpen;
});
await new Promise<void>((resolve, reject) => {
child.on("error", reject);
child.on("close", (code) => {
if (stderrLineBuffer.length > 0) {
const { remainder, passthrough, nextAssistantStreamOpen } =
drainProgressLines(`${stderrLineBuffer}\n`, assistantStreamOpen);
stderrLineBuffer = remainder;
stderr += passthrough;
assistantStreamOpen = nextAssistantStreamOpen;
}
if (code === 0) {
if (assistantStreamOpen) {
process.stderr.write("\n");
}
resolve();
return;
}
const details = [`vitest exited with code ${code}`, stdout, stderr]
.filter(Boolean)
.join("\n");
reject(new Error(details));
});
});
}
function drainProgressLines(
buffer: string,
initialAssistantStreamOpen: boolean,
): {
remainder: string;
passthrough: string;
nextAssistantStreamOpen: boolean;
} {
let remainder = buffer;
let passthrough = "";
let assistantStreamOpen = initialAssistantStreamOpen;
while (true) {
const newlineIndex = remainder.indexOf("\n");
if (newlineIndex === -1) {
return {
remainder,
passthrough,
nextAssistantStreamOpen: assistantStreamOpen,
};
}
const line = remainder.slice(0, newlineIndex).replace(/\r$/, "");
remainder = remainder.slice(newlineIndex + 1);
const progressEvent = parseFrontendBenchmarkProgressLine(line);
if (progressEvent) {
if (progressEvent.type === "assistant-message-start") {
if (assistantStreamOpen) {
process.stderr.write("\n");
}
process.stderr.write(
`${formatCasePrefix(progressEvent.caseNumber, progressEvent.totalCases)} ${progressEvent.caseId} attempt ${progressEvent.attempt}/${progressEvent.runs} assistant:\n`,
);
assistantStreamOpen = true;
continue;
}
if (progressEvent.type === "assistant-chunk") {
process.stderr.write(progressEvent.chunk);
continue;
}
if (progressEvent.type === "assistant-message-end") {
if (assistantStreamOpen) {
process.stderr.write("\n");
}
assistantStreamOpen = false;
continue;
}
if (assistantStreamOpen) {
process.stderr.write("\n");
assistantStreamOpen = false;
}
process.stderr.write(
`${formatFrontendBenchmarkProgressEvent(progressEvent)}\n`,
);
continue;
}
if (shouldSuppressFrontendStderrLine(line)) {
continue;
}
passthrough += `${line}\n`;
process.stderr.write(`${line}\n`);
}
}
function formatCasePrefix(caseNumber: number, totalCases: number): string {
return `[${caseNumber}/${totalCases}]`;
}
function shouldSuppressFrontendStderrLine(line: string): boolean {
return (
line.startsWith("[baseline-browser-mapping] ") ||
line.startsWith("Browserslist: browsers data (caniuse-lite) is ") ||
line.includes("update-browserslist-db@latest") ||
line.includes("update-db#readme")
);
}
function toErrorMessage(error: unknown): string {
if (error instanceof Error) {
return error.message;
}
return String(error);
}