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* @license
* Copyright 2025 Google LLC
* SPDX-License-Identifier: Apache-2.0
*/
import { it } from 'vitest';
import fs from 'node:fs';
import path from 'node:path';
import crypto from 'node:crypto';
import { execSync } from 'node:child_process';
import { TestRig } from '@google/gemini-cli-test-utils';
import { formatToolLogChain } from '../scripts/utils/tool-log-formatter.js';
import {
createUnauthorizedToolError,
parseAgentMarkdown,
Storage,
getProjectHash,
SESSION_FILE_PREFIX,
PREVIEW_GEMINI_FLASH_MODEL,
getErrorMessage,
} from '@google/gemini-cli-core';
export * from '@google/gemini-cli-test-utils';
/**
* The default model used for all evaluations.
* Can be overridden by setting the GEMINI_MODEL environment variable.
*/
export const EVAL_MODEL =
process.env['GEMINI_MODEL'] || PREVIEW_GEMINI_FLASH_MODEL;
// Indicates the consistency expectation for this test.
// - ALWAYS_PASSES - Means that the test is expected to pass 100% of the time. These
// These tests are typically trivial and test basic functionality with unambiguous
// prompts. For example: "remember foo" should be fairly reliable.
// These are the first line of defense against regressions in key behaviors and run in
// every CI. You can run these locally with 'npm run test:always_passing_evals'.
//
// - USUALLY_PASSES - Means that the test is expected to pass most of the time but
// may have some flakiness as a result of relying on non-deterministic prompted
// behaviors and/or ambiguous prompts or complex tasks.
// For example: "Please do build changes until the very end" --> ambiguous whether
// the agent should add to memory without more explicit system prompt or user
// instructions. There are many more of these tests and they may pass less consistently.
// The pass/fail trendline of this set of tests can be used as a general measure
// of product quality. You can run these locally with 'npm run test:all_evals'.
// This may take a really long time and is not recommended.
export type EvalPolicy = 'ALWAYS_PASSES' | 'USUALLY_PASSES' | 'USUALLY_FAILS';
export function evalTest(policy: EvalPolicy, evalCase: EvalCase) {
runEval(policy, evalCase, () => internalEvalTest(evalCase));
}
export async function withEvalRetries(
name: string,
attemptFn: (attempt: number) => Promise<void>,
) {
const maxRetries = 3;
let attempt = 0;
while (attempt <= maxRetries) {
try {
await attemptFn(attempt);
return; // Success! Exit the retry loop.
} catch (error: unknown) {
const errorMessage = getErrorMessage(error);
const errorCode = getApiErrorCode(errorMessage);
if (errorCode) {
const status = attempt < maxRetries ? 'RETRY' : 'SKIP';
logReliabilityEvent(name, attempt, status, errorCode, errorMessage);
if (attempt < maxRetries) {
attempt++;
console.warn(
`[Eval] Attempt ${attempt} failed with ${errorCode} Error. Retrying...`,
);
continue; // Retry
}
console.warn(
`[Eval] '${name}' failed after ${maxRetries} retries due to persistent API errors. Skipping failure to avoid blocking PR.`,
);
return; // Gracefully exit without failing the test
}
throw error; // Real failure
}
}
}
export async function internalEvalTest(evalCase: EvalCase) {
await withEvalRetries(evalCase.name, async () => {
const rig = new TestRig();
const { logDir, sanitizedName } = await prepareLogDir(evalCase.name);
const activityLogFile = path.join(logDir, `${sanitizedName}.jsonl`);
const logFile = path.join(logDir, `${sanitizedName}.log`);
let isSuccess = false;
try {
const setupOptions = {
...evalCase.params,
settings: {
model: { name: EVAL_MODEL },
...evalCase.params?.settings,
},
};
rig.setup(evalCase.name, setupOptions);
if (evalCase.setup) {
await evalCase.setup(rig);
}
if (evalCase.files) {
await prepareWorkspace(rig.testDir!, rig.homeDir!, evalCase.files);
}
symlinkNodeModules(rig.testDir || '');
// If messages are provided, write a session file so --resume can load it.
let sessionId: string | undefined;
if (evalCase.messages) {
sessionId =
evalCase.sessionId ||
`test-session-${crypto.randomUUID().slice(0, 8)}`;
// Temporarily set GEMINI_CLI_HOME so Storage writes to the same
// directory the CLI subprocess will use (rig.homeDir).
const originalGeminiHome = process.env['GEMINI_CLI_HOME'];
process.env['GEMINI_CLI_HOME'] = rig.homeDir!;
try {
const storage = new Storage(fs.realpathSync(rig.testDir!));
await storage.initialize();
const chatsDir = path.join(storage.getProjectTempDir(), 'chats');
fs.mkdirSync(chatsDir, { recursive: true });
const conversation = {
sessionId,
projectHash: getProjectHash(fs.realpathSync(rig.testDir!)),
startTime: new Date().toISOString(),
lastUpdated: new Date().toISOString(),
messages: evalCase.messages,
};
const timestamp = new Date()
.toISOString()
.slice(0, 16)
.replace(/:/g, '-');
const filename = `${SESSION_FILE_PREFIX}${timestamp}-${sessionId.slice(0, 8)}.json`;
fs.writeFileSync(
path.join(chatsDir, filename),
JSON.stringify(conversation, null, 2),
);
} catch (e) {
// Storage initialization may fail in some environments; log and continue.
console.warn('Failed to write session history:', e);
} finally {
// Restore original GEMINI_CLI_HOME.
if (originalGeminiHome === undefined) {
delete process.env['GEMINI_CLI_HOME'];
} else {
process.env['GEMINI_CLI_HOME'] = originalGeminiHome;
}
}
}
const result = await rig.run({
args: sessionId
? ['--resume', sessionId, evalCase.prompt]
: evalCase.prompt,
approvalMode: evalCase.approvalMode ?? 'yolo',
timeout: evalCase.timeout,
env: {
GEMINI_CLI_ACTIVITY_LOG_TARGET: activityLogFile,
GEMINI_CLI_TRUST_WORKSPACE: 'true',
},
});
const unauthorizedErrorPrefix =
createUnauthorizedToolError('').split("'")[0];
if (result.includes(unauthorizedErrorPrefix)) {
throw new Error(
'Test failed due to unauthorized tool call in output: ' + result,
);
}
await evalCase.assert(rig, result);
isSuccess = true;
} catch (error: unknown) {
const toolLogs = rig.readToolLogs();
if (toolLogs && toolLogs.length > 0) {
const summary = formatToolLogChain(toolLogs);
if (error instanceof Error) {
try {
error.message = `${error.message}\n\nTool Call Chain (${toolLogs.length} calls):\n${summary}`;
} catch {
// Error object may be frozen or have a read-only message property.
// The original error is still re-thrown, so no failure is hidden.
console.warn(
`[eval] Could not append tool call chain to error message (${toolLogs.length} calls)`,
);
}
}
}
throw error;
} finally {
if (isSuccess) {
await fs.promises.unlink(activityLogFile).catch((err) => {
if (err.code !== 'ENOENT') throw err;
});
}
if (rig._lastRunStderr) {
const stderrFile = path.join(logDir, `${sanitizedName}.stderr.log`);
await fs.promises.writeFile(stderrFile, rig._lastRunStderr);
}
await fs.promises.writeFile(
logFile,
JSON.stringify(rig.readToolLogs(), null, 2),
);
await rig.cleanup();
}
});
}
function getApiErrorCode(message: string): '500' | '503' | undefined {
if (
message.includes('status: UNAVAILABLE') ||
message.includes('code: 503') ||
message.includes('Service Unavailable')
) {
return '503';
}
if (
message.includes('status: INTERNAL') ||
message.includes('code: 500') ||
message.includes('Internal error encountered')
) {
return '500';
}
return undefined;
}
/**
* Log reliability event for later harvesting.
*
* Note: Uses synchronous file I/O to ensure the log is persisted even if the
* test process is abruptly terminated by a timeout or CI crash. Performance
* impact is negligible compared to long-running evaluation tests.
*/
function logReliabilityEvent(
testName: string,
attempt: number,
status: 'RETRY' | 'SKIP',
errorCode: '500' | '503',
errorMessage: string,
) {
const reliabilityLog = {
timestamp: new Date().toISOString(),
testName,
model: process.env['GEMINI_MODEL'] || 'unknown',
attempt,
status,
errorCode,
error: errorMessage,
};
try {
const relDir = path.resolve(process.cwd(), 'evals/logs');
fs.mkdirSync(relDir, { recursive: true });
fs.appendFileSync(
path.join(relDir, 'api-reliability.jsonl'),
JSON.stringify(reliabilityLog) + '\n',
);
} catch (logError) {
console.error('Failed to write reliability log:', logError);
}
}
/**
* Helper to setup test files and git repository.
*
* Note: While this is an async function (due to parseAgentMarkdown), it
* intentionally uses synchronous filesystem and child_process operations
* for simplicity and to ensure sequential environment preparation.
*/
export async function prepareWorkspace(
testDir: string,
homeDir: string,
files: Record<string, string>,
) {
const acknowledgedAgents: Record<string, Record<string, string>> = {};
const projectRoot = fs.realpathSync(testDir);
for (const [filePath, content] of Object.entries(files)) {
if (filePath.includes('..') || path.isAbsolute(filePath)) {
throw new Error(`Invalid file path in test case: ${filePath}`);
}
const fullPath = path.join(projectRoot, filePath);
if (!fullPath.startsWith(projectRoot)) {
throw new Error(`Path traversal detected: ${filePath}`);
}
fs.mkdirSync(path.dirname(fullPath), { recursive: true });
fs.writeFileSync(fullPath, content);
if (filePath.startsWith('.gemini/agents/') && filePath.endsWith('.md')) {
const hash = crypto.createHash('sha256').update(content).digest('hex');
try {
const agentDefs = await parseAgentMarkdown(fullPath, content);
if (agentDefs.length > 0) {
const agentName = agentDefs[0].name;
if (!acknowledgedAgents[projectRoot]) {
acknowledgedAgents[projectRoot] = {};
}
acknowledgedAgents[projectRoot][agentName] = hash;
}
} catch (error) {
console.warn(
`Failed to parse agent for test acknowledgement: ${filePath}`,
error,
);
}
}
}
if (Object.keys(acknowledgedAgents).length > 0) {
const ackPath = path.join(
homeDir,
'.gemini',
'acknowledgments',
'agents.json',
);
fs.mkdirSync(path.dirname(ackPath), { recursive: true });
fs.writeFileSync(ackPath, JSON.stringify(acknowledgedAgents, null, 2));
}
const execOptions = { cwd: testDir, stdio: 'ignore' as const };
execSync('git init --initial-branch=main', execOptions);
execSync('git config user.email "test@example.com"', execOptions);
execSync('git config user.name "Test User"', execOptions);
// Temporarily disable the interactive editor and git pager
// to avoid hanging the tests. It seems the the agent isn't
// consistently honoring the instructions to avoid interactive
// commands.
execSync('git config core.editor "true"', execOptions);
execSync('git config core.pager "cat"', execOptions);
execSync('git config commit.gpgsign false', execOptions);
execSync('git add .', execOptions);
execSync('git commit --allow-empty -m "Initial commit"', execOptions);
}
/**
* Wraps a test function with the appropriate Vitest 'it' or 'it.skip' based on policy.
*/
export function runEval(
policy: EvalPolicy,
evalCase: BaseEvalCase,
fn: () => Promise<void>,
timeoutOverride?: number,
) {
const { name, timeout, suiteName, suiteType } = evalCase;
const targetSuiteType = process.env['EVAL_SUITE_TYPE'];
const targetSuiteName = process.env['EVAL_SUITE_NAME'];
const meta = { suiteType, suiteName };
const skipBySuiteType =
targetSuiteType && suiteType && suiteType !== targetSuiteType;
const skipBySuiteName =
targetSuiteName && suiteName && suiteName !== targetSuiteName;
const options = { timeout: timeoutOverride ?? timeout, meta };
if (skipBySuiteType || skipBySuiteName) {
it.skip(name, options, fn);
} else if (
!process.env['RUN_EVALS'] &&
(policy === 'USUALLY_PASSES' || policy === 'USUALLY_FAILS')
) {
it.skip(name, options, fn);
} else if (policy === 'USUALLY_FAILS') {
it.fails(name, options, fn);
} else {
it(name, options, fn);
}
}
export async function prepareLogDir(name: string) {
const logDir = path.resolve(process.cwd(), 'evals/logs');
await fs.promises.mkdir(logDir, { recursive: true });
const sanitizedName = name.replace(/[^a-z0-9]/gi, '_').toLowerCase();
return { logDir, sanitizedName };
}
/**
* Symlinks node_modules to the test directory to speed up tests that need to run tools.
*/
export function symlinkNodeModules(testDir: string) {
const rootNodeModules = path.join(process.cwd(), 'node_modules');
const testNodeModules = path.join(testDir, 'node_modules');
if (
testDir &&
fs.existsSync(rootNodeModules) &&
!fs.existsSync(testNodeModules)
) {
fs.symlinkSync(rootNodeModules, testNodeModules, 'dir');
}
}
/**
* Settings that are forbidden in evals. Evals should never restrict which
* tools are available — they must test against the full, default tool set
* to ensure realistic behavior.
*/
interface ForbiddenToolSettings {
tools?: {
/** Restricting core tools in evals is forbidden. */
core?: never;
[key: string]: unknown;
};
}
export interface BaseEvalCase {
suiteName: string;
suiteType: 'behavioral' | 'component-level' | 'hero-scenario';
name: string;
timeout?: number;
files?: Record<string, string>;
}
export interface EvalCase extends BaseEvalCase {
params?: {
settings?: ForbiddenToolSettings & Record<string, unknown>;
[key: string]: unknown;
};
prompt: string;
setup?: (rig: TestRig) => Promise<void> | void;
/** Conversation history to pre-load via --resume. Each entry is a message object with type, content, etc. */
messages?: Record<string, unknown>[];
/** Session ID for the resumed session. Auto-generated if not provided. */
sessionId?: string;
approvalMode?: 'default' | 'auto_edit' | 'yolo' | 'plan';
assert: (rig: TestRig, result: string) => Promise<void>;
}
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