diff --git a/.gitignore b/.gitignore index fbf4c5bf0..f8bd895c2 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,7 @@ dist node_modules +.idea .vscode/mcp.json .github/prompts/* @@ -12,6 +13,7 @@ state.json tests/tmp coverage + # Generated assets by accuracy runs .accuracy @@ -25,3 +27,8 @@ yalc.lock # .mcpb build artifacts mcpb-build/ dist-mcpb/ + +# Braintrust +.bt +# Generated eval pre-bundle for Braintrust +tests/eval/dist \ No newline at end of file diff --git a/.vscode/launch.json b/.vscode/launch.json index 499dc1612..fe7d0e6f9 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -61,6 +61,16 @@ ], "cwd": "${workspaceFolder}", "envFile": "${workspaceFolder}/.env" + }, + { + "type": "node", + "request": "launch", + "name": "Debug Eval", + "skipFiles": ["/**"], + "runtimeExecutable": "pnpm", + "runtimeArgs": ["run", "eval:debug"], + "cwd": "${workspaceFolder}", + "envFile": "${workspaceFolder}/.env" } ], "inputs": [ diff --git a/knip.json b/knip.json index 2b8258d3f..05e0db6b9 100644 --- a/knip.json +++ b/knip.json @@ -14,6 +14,8 @@ "vite.ui.config.ts" ], "ignore": [ + "tests/eval/scripts/bundleEval/osDnsNativeStub.cjs", + "tests/eval/scripts/bundleEval/stub.mjs", "tests/integration/fixtures/curl.mjs", "tests/vitest.d.ts", "src/ui/build/mount.tsx", diff --git a/package.json b/package.json index c8a670927..5590060f0 100644 --- a/package.json +++ b/package.json @@ -101,7 +101,15 @@ "test:local": "SKIP_ATLAS_INTEGRATION_TESTS=true SKIP_ATLAS_LOCAL_TESTS=true pnpm run test", "prevalidate:mcpb": "pnpm run build", "validate:mcpb": "node scripts/createMcpb.ts --validate-only", - "atlas:cleanup": "vitest --project atlas-cleanup" + "atlas:cleanup": "vitest --project atlas-cleanup", + "eval:db-start": "sh tests/eval/scripts/evalDb.sh start", + "eval:db-stop": "sh tests/eval/scripts/evalDb.sh stop", + "eval:run": "bt eval tests/eval/mongodb.eval.ts", + "eval:debug": "tsx tests/eval/mongodb.eval.ts", + "eval:generate-schemas": "tsx tests/eval/scripts/generateSchemas.ts", + "eval:bundle": "tsx tests/eval/scripts/bundleEval.ts", + "eval:serve": "BRAINTRUST_API_KEY_OVERRIDE=$BRAINTRUST_API_KEY bt eval --dev tests/eval/mongodb.eval.ts", + "eval:push": "pnpm run eval:bundle && braintrust push tests/eval/dist/mongodb.eval.cjs --if-exists replace" }, "license": "Apache-2.0", "devDependencies": { @@ -132,6 +140,8 @@ "@vitest/coverage-v8": "^4.1.8", "@vitest/eslint-plugin": "^1.6.19", "ai": "^6.0.175", + "esbuild": "^0.27.1", + "braintrust": "^3.17.0", "concurrently": "^9.2.1", "duplexpair": "^1.0.2", "eslint": "^10.2.0", diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index 3db73ceb9..10c766f36 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -98,13 +98,6 @@ importers: zod: specifier: ^4.4.2 version: 4.4.2 - optionalDependencies: - '@mongodb-js/atlas-local': - specifier: ^1.3.0 - version: 1.3.0 - kerberos: - specifier: ^7.0.0 - version: 7.0.0 devDependencies: '@ai-sdk/anthropic': specifier: ^3.0.71 @@ -183,16 +176,22 @@ importers: version: 4.1.8(@vitest/browser@4.1.8)(vitest@4.1.8) '@vitest/eslint-plugin': specifier: ^1.6.19 - version: 1.6.19(@typescript-eslint/eslint-plugin@8.58.2(@typescript-eslint/parser@8.61.0(eslint@10.2.0(jiti@2.7.0))(typescript@5.9.3))(eslint@10.2.0(jiti@2.7.0))(typescript@5.9.3))(eslint@10.2.0(jiti@2.7.0))(typescript@5.9.3)(vitest@4.1.8(@opentelemetry/api@1.9.1)(@types/node@25.6.0)(@vitest/browser-playwright@4.1.8)(@vitest/coverage-v8@4.1.8)(happy-dom@20.9.0)(jsdom@29.1.1(@noble/hashes@1.8.0))(vite@8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.8.3))) + version: 1.6.19(@typescript-eslint/eslint-plugin@8.58.2(@typescript-eslint/parser@8.61.0(eslint@10.2.0(jiti@2.7.0))(typescript@5.9.3))(eslint@10.2.0(jiti@2.7.0))(typescript@5.9.3))(eslint@10.2.0(jiti@2.7.0))(typescript@5.9.3)(vitest@4.1.8) ai: specifier: ^6.0.175 version: 6.0.175(zod@4.4.2) + braintrust: + specifier: ^3.17.0 + version: 3.17.0(@aws-sdk/credential-provider-web-identity@3.972.16)(zod@4.4.2) concurrently: specifier: ^9.2.1 version: 9.2.1 duplexpair: specifier: ^1.0.2 version: 1.0.2 + esbuild: + specifier: ^0.27.1 + version: 0.27.1 eslint: specifier: ^10.2.0 version: 10.2.0(jiti@2.7.0) @@ -274,6 +273,13 @@ importers: vitest: specifier: ^4.1.8 version: 4.1.8(@opentelemetry/api@1.9.1)(@types/node@25.6.0)(@vitest/browser-playwright@4.1.8)(@vitest/coverage-v8@4.1.8)(happy-dom@20.9.0)(jsdom@29.1.1(@noble/hashes@1.8.0))(vite@8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.8.3)) + optionalDependencies: + '@mongodb-js/atlas-local': + specifier: ^1.3.0 + version: 1.3.0 + kerberos: + specifier: ^7.0.0 + version: 7.0.0 packages/metrics: dependencies: @@ -289,7 +295,7 @@ importers: version: 5.9.3 vitest: specifier: ^4.1.8 - version: 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sha512-vFKC2IEtQnVhpT78h1Yp8wzwrf8CM+MzKMHGJZfBtzhZNycRFnXsHk6E5TxIkkMsgNS7mdX3AGB7x2QM2di4lA==} engines: {node: '>=10'} @@ -6262,6 +6574,10 @@ packages: resolution: {integrity: sha512-UjgapumWlbMhkBgzT7Ykc5YXUT46F0iKu8SGXq0bcwP5dz/h0Plj6enJqjz1Zbq2l5WaqYnrVbwWOWMyF3F47g==} engines: {node: '>=0.10.0'} + source-map@0.7.6: + resolution: {integrity: sha512-i5uvt8C3ikiWeNZSVZNWcfZPItFQOsYTUAOkcUPGd8DqDy1uOUikjt5dG+uRlwyvR108Fb9DOd4GvXfT0N2/uQ==} + engines: {node: '>= 12'} + sparse-bitfield@3.0.3: resolution: {integrity: sha512-kvzhi7vqKTfkh0PZU+2D2PIllw2ymqJKujUcyPMd9Y75Nv4nPbGJZXNhxsgdQab2BmlDct1YnfQCguEvHr7VsQ==} @@ -6460,6 +6776,10 @@ packages: teex@1.0.1: resolution: {integrity: sha512-eYE6iEI62Ni1H8oIa7KlDU6uQBtqr4Eajni3wX7rpfXD8ysFx8z0+dri+KWEPWpBsxXfxu58x/0jvTVT1ekOSg==} + termi-link@1.1.0: + resolution: {integrity: sha512-2qSN6TnomHgVLtk+htSWbaYs4Rd2MH/RU7VpHTy6MBstyNyWbM4yKd1DCYpE3fDg8dmGWojXCngNi/MHCzGuAA==} + engines: {node: '>=12'} + testcontainers@11.14.0: resolution: 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For ESM codebases, update to uuid@latest. For CommonJS codebases, use uuid@11 (but be aware this version will likely be deprecated in 2028). hasBin: true + uuid@11.1.1: + resolution: {integrity: sha512-vIYxrBCC/N/K+Js3qSN88go7kIfNPssr/hHCesKCQNAjmgvYS2oqr69kIufEG+O4+PfezOH4EbIeHCfFov8ZgQ==} + hasBin: true + uuid@14.0.0: resolution: {integrity: sha512-Qo+uWgilfSmAhXCMav1uYFynlQO7fMFiMVZsQqZRMIXp0O7rR7qjkj+cPvBHLgBqi960QCoo/PH2/6ZtVqKvrg==} hasBin: true @@ -6873,6 +7201,9 @@ packages: resolution: {integrity: sha512-BMhLD/Sw+GbJC21C/UgyaZX41nPt8bUTg+jWyDeg7e7YN4xOM05YPSIXceACnXVtqyEw/LMClUQMtMZ+PGGpqQ==} engines: {node: '>=20'} + webpack-virtual-modules@0.6.2: + resolution: {integrity: sha512-66/V2i5hQanC51vBQKPH4aI8NMAcBW59FVBs+rC7eGHupMyfn34q7rZIE+ETlJ+XTevqfUhVVBgSUNSW2flEUQ==} + whatwg-mimetype@3.0.0: resolution: {integrity: sha512-nt+N2dzIutVRxARx1nghPKGv1xHikU7HKdfafKkLNLindmPU/ch3U31NOCGGA/dmPcmb1VlofO0vnKAcsm0o/Q==} engines: {node: '>=12'} @@ -7168,6 +7499,15 @@ snapshots: transitivePeerDependencies: - supports-color + '@apm-js-collab/code-transformer@0.12.0': + dependencies: + '@types/estree': 1.0.9 + astring: 1.9.0 + esquery: 1.7.0 + meriyah: 6.1.4 + semifies: 1.0.0 + source-map: 0.6.1 + '@asamuzakjp/css-color@5.1.11': dependencies: '@asamuzakjp/generational-cache': 1.0.1 @@ -7636,10 +7976,34 @@ snapshots: '@blazediff/core@1.9.1': {} + '@braintrust/bt-darwin-arm64@0.11.1': + optional: true + + '@braintrust/bt-darwin-x64@0.11.1': + optional: true + + '@braintrust/bt-linux-arm64@0.11.1': + optional: true + + '@braintrust/bt-linux-x64-musl@0.11.1': + optional: true + + '@braintrust/bt-linux-x64@0.11.1': + optional: true + + '@braintrust/bt-win32-arm64@0.11.1': + optional: true + + '@braintrust/bt-win32-x64@0.11.1': + optional: true + '@bramus/specificity@2.4.2': dependencies: css-tree: 3.2.1 + '@colors/colors@1.5.0': + optional: true + '@cspotcode/source-map-support@0.8.1': dependencies: '@jridgewell/trace-mapping': 0.3.9 @@ -7774,81 +8138,159 @@ snapshots: '@esbuild/aix-ppc64@0.27.1': optional: true + '@esbuild/aix-ppc64@0.28.0': + optional: true + '@esbuild/android-arm64@0.27.1': optional: true + '@esbuild/android-arm64@0.28.0': + optional: true + '@esbuild/android-arm@0.27.1': optional: true + '@esbuild/android-arm@0.28.0': + optional: true + '@esbuild/android-x64@0.27.1': optional: true + '@esbuild/android-x64@0.28.0': + optional: true + '@esbuild/darwin-arm64@0.27.1': optional: true + '@esbuild/darwin-arm64@0.28.0': + optional: true + '@esbuild/darwin-x64@0.27.1': optional: true + '@esbuild/darwin-x64@0.28.0': + optional: true + '@esbuild/freebsd-arm64@0.27.1': optional: true + '@esbuild/freebsd-arm64@0.28.0': + optional: true + '@esbuild/freebsd-x64@0.27.1': optional: true + '@esbuild/freebsd-x64@0.28.0': + optional: true + '@esbuild/linux-arm64@0.27.1': optional: true + '@esbuild/linux-arm64@0.28.0': + optional: true + '@esbuild/linux-arm@0.27.1': optional: true + '@esbuild/linux-arm@0.28.0': + optional: true + '@esbuild/linux-ia32@0.27.1': optional: true + '@esbuild/linux-ia32@0.28.0': + optional: true + '@esbuild/linux-loong64@0.27.1': optional: true + '@esbuild/linux-loong64@0.28.0': + optional: true + '@esbuild/linux-mips64el@0.27.1': optional: true + '@esbuild/linux-mips64el@0.28.0': + optional: true + '@esbuild/linux-ppc64@0.27.1': optional: true + '@esbuild/linux-ppc64@0.28.0': + optional: true + '@esbuild/linux-riscv64@0.27.1': optional: true + '@esbuild/linux-riscv64@0.28.0': + optional: true + '@esbuild/linux-s390x@0.27.1': optional: true + '@esbuild/linux-s390x@0.28.0': + optional: true + '@esbuild/linux-x64@0.27.1': optional: true + '@esbuild/linux-x64@0.28.0': + optional: true + '@esbuild/netbsd-arm64@0.27.1': optional: true + '@esbuild/netbsd-arm64@0.28.0': + optional: true + '@esbuild/netbsd-x64@0.27.1': optional: true + '@esbuild/netbsd-x64@0.28.0': + optional: true + '@esbuild/openbsd-arm64@0.27.1': optional: true + '@esbuild/openbsd-arm64@0.28.0': + optional: true + '@esbuild/openbsd-x64@0.27.1': optional: true + '@esbuild/openbsd-x64@0.28.0': + optional: true + '@esbuild/openharmony-arm64@0.27.1': optional: true + '@esbuild/openharmony-arm64@0.28.0': + optional: true + '@esbuild/sunos-x64@0.27.1': optional: true + '@esbuild/sunos-x64@0.28.0': + optional: true + '@esbuild/win32-arm64@0.27.1': optional: true + '@esbuild/win32-arm64@0.28.0': + optional: true + '@esbuild/win32-ia32@0.27.1': optional: true + '@esbuild/win32-ia32@0.28.0': + optional: true + '@esbuild/win32-x64@0.27.1': optional: true + '@esbuild/win32-x64@0.28.0': + optional: true + '@eslint-community/eslint-utils@4.9.1(eslint@10.2.0(jiti@2.7.0))': dependencies: eslint: 10.2.0(jiti@2.7.0) @@ -8177,6 +8619,11 @@ snapshots: '@jridgewell/sourcemap-codec': 1.5.5 '@jridgewell/trace-mapping': 0.3.31 + '@jridgewell/remapping@2.3.5': + dependencies: + '@jridgewell/gen-mapping': 0.3.13 + '@jridgewell/trace-mapping': 0.3.31 + '@jridgewell/resolve-uri@3.1.2': {} '@jridgewell/sourcemap-codec@1.5.5': {} @@ -8897,6 +9344,8 @@ snapshots: '@tybys/wasm-util': 0.10.2 optional: true + '@next/env@14.2.35': {} + '@noble/hashes@1.8.0': {} '@nodable/entities@1.1.0': {} @@ -10678,6 +11127,10 @@ snapshots: '@typescript-eslint/types': 8.61.0 eslint-visitor-keys: 5.0.1 + '@vercel/functions@1.6.0(@aws-sdk/credential-provider-web-identity@3.972.16)': + optionalDependencies: + '@aws-sdk/credential-provider-web-identity': 3.972.16 + '@vercel/oidc@3.2.0': {} '@vitejs/plugin-react@6.0.1(vite@8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.8.3))': @@ -10699,13 +11152,13 @@ snapshots: - vite optional: true - '@vitest/browser-playwright@4.1.8(playwright@1.60.0)(vite@8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0))(vitest@4.1.8)': + '@vitest/browser-playwright@4.1.8(playwright@1.60.0)(vite@8.0.16(@types/node@25.6.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0))(vitest@4.1.8)': dependencies: - '@vitest/browser': 4.1.8(vite@8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0))(vitest@4.1.8(@opentelemetry/api@1.9.1)(@types/node@25.6.0)(@vitest/browser-playwright@4.1.8)(@vitest/coverage-v8@4.1.8)(happy-dom@20.9.0)(jsdom@29.1.1(@noble/hashes@1.8.0))(vite@8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0))) - '@vitest/mocker': 4.1.8(vite@8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0)) + '@vitest/browser': 4.1.8(vite@8.0.16(@types/node@25.6.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0))(vitest@4.1.8) + '@vitest/mocker': 4.1.8(vite@8.0.16(@types/node@25.6.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0)) playwright: 1.60.0 tinyrainbow: 3.1.0 - vitest: 4.1.8(@opentelemetry/api@1.9.1)(@types/node@25.6.0)(@vitest/browser-playwright@4.1.8)(@vitest/coverage-v8@4.1.8)(happy-dom@20.9.0)(jsdom@29.1.1(@noble/hashes@1.8.0))(vite@8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0)) + vitest: 4.1.8(@opentelemetry/api@1.9.1)(@types/node@25.6.0)(@vitest/browser-playwright@4.1.8)(@vitest/coverage-v8@4.1.8)(happy-dom@20.9.0)(jsdom@29.1.1(@noble/hashes@1.8.0))(vite@8.0.16(@types/node@25.6.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0)) transitivePeerDependencies: - bufferutil - msw @@ -10730,16 +11183,16 @@ snapshots: - vite optional: true - '@vitest/browser@4.1.8(vite@8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0))(vitest@4.1.8(@opentelemetry/api@1.9.1)(@types/node@25.6.0)(@vitest/browser-playwright@4.1.8)(@vitest/coverage-v8@4.1.8)(happy-dom@20.9.0)(jsdom@29.1.1(@noble/hashes@1.8.0))(vite@8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0)))': + '@vitest/browser@4.1.8(vite@8.0.16(@types/node@25.6.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0))(vitest@4.1.8)': dependencies: '@blazediff/core': 1.9.1 - '@vitest/mocker': 4.1.8(vite@8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0)) + '@vitest/mocker': 4.1.8(vite@8.0.16(@types/node@25.6.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0)) '@vitest/utils': 4.1.8 magic-string: 0.30.21 pngjs: 7.0.0 sirv: 3.0.2 tinyrainbow: 3.1.0 - vitest: 4.1.8(@opentelemetry/api@1.9.1)(@types/node@25.6.0)(@vitest/browser-playwright@4.1.8)(@vitest/coverage-v8@4.1.8)(happy-dom@20.9.0)(jsdom@29.1.1(@noble/hashes@1.8.0))(vite@8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0)) + vitest: 4.1.8(@opentelemetry/api@1.9.1)(@types/node@25.6.0)(@vitest/browser-playwright@4.1.8)(@vitest/coverage-v8@4.1.8)(happy-dom@20.9.0)(jsdom@29.1.1(@noble/hashes@1.8.0))(vite@8.0.16(@types/node@25.6.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0)) ws: 8.21.0 transitivePeerDependencies: - bufferutil @@ -10759,11 +11212,11 @@ snapshots: obug: 2.1.2 std-env: 4.1.0 tinyrainbow: 3.1.0 - vitest: 4.1.8(@opentelemetry/api@1.9.1)(@types/node@25.6.0)(@vitest/browser-playwright@4.1.8)(@vitest/coverage-v8@4.1.8)(happy-dom@20.9.0)(jsdom@29.1.1(@noble/hashes@1.8.0))(vite@8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0)) + vitest: 4.1.8(@opentelemetry/api@1.9.1)(@types/node@25.6.0)(@vitest/browser-playwright@4.1.8)(@vitest/coverage-v8@4.1.8)(happy-dom@20.9.0)(jsdom@29.1.1(@noble/hashes@1.8.0))(vite@8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.8.3)) optionalDependencies: - '@vitest/browser': 4.1.8(vite@8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0))(vitest@4.1.8(@opentelemetry/api@1.9.1)(@types/node@25.6.0)(@vitest/browser-playwright@4.1.8)(@vitest/coverage-v8@4.1.8)(happy-dom@20.9.0)(jsdom@29.1.1(@noble/hashes@1.8.0))(vite@8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0))) + '@vitest/browser': 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8.61.0(eslint@10.2.0(jiti@2.7.0))(typescript@5.9.3) @@ -10792,13 +11245,13 @@ snapshots: optionalDependencies: vite: 8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.8.3) - '@vitest/mocker@4.1.8(vite@8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0))': + '@vitest/mocker@4.1.8(vite@8.0.16(@types/node@25.6.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0))': dependencies: '@vitest/spy': 4.1.8 estree-walker: 3.0.3 magic-string: 0.30.21 optionalDependencies: - vite: 8.0.16(@types/node@25.6.0)(esbuild@0.27.1)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0) + vite: 8.0.16(@types/node@25.6.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.21.0)(yaml@2.9.0) '@vitest/pretty-format@4.1.8': dependencies: @@ -10879,6 +11332,13 @@ snapshots: json-schema-traverse: 1.0.0 require-from-string: 2.0.2 + ajv@8.20.0: + dependencies: + fast-deep-equal: 3.1.3 + fast-uri: 3.1.2 + json-schema-traverse: 1.0.0 + require-from-string: 2.0.2 + ansi-colors@4.1.3: {} 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+4,7 @@ packages: - "tests/browser" allowBuilds: "@modelcontextprotocol/ext-apps": false + braintrust: true core-js: false cpu-features: true esbuild: true diff --git a/tests/eval/dbSeed/mflix.movies-with-plot-embedding.json b/tests/eval/dbSeed/mflix.movies-with-plot-embedding.json new file mode 100644 index 000000000..2cd78b842 --- /dev/null +++ b/tests/eval/dbSeed/mflix.movies-with-plot-embedding.json @@ -0,0 +1,8816 @@ +[ + { + "_id": "bf96c9f7-17be-467c-9f5e-3f19dc2e9ed4", + "title": "Human sell", + "release_year": 1993, + "genres": ["Sci-Fi"], + "director": "Christina Collins", + "cast": ["Jeremy Marks", "Matthew Moore", "Erica Miller", "Beth Morales"], + "runtime": 139, + "rating": 9.3, + "plot": "Invisible aliens in a tiny flying saucer come to Earth looking for heroin. 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"_id": "9a489559-ab9d-4dbb-b3e7-d65895b27704", + "title": "Store care", + "release_year": 2017, + "genres": ["Romance", "Sci-Fi"], + "director": "Sara Stewart", + "cast": [ + "Katherine Matthews", + "Stacey Wolf", + "Laurie Blackwell", + "Luis Ortiz", + "Christopher Vasquez" + ], + "runtime": 168, + "rating": 7.7, + "plot": "Krrish and his scientist father have to save the world and their own family from an evil man named Kaal and his team of human-animal mutants led by the ruthless Kaya. Will they succeed? How?", + "plot_embedding_voyage_4_large": [ + -0.044290349, 0.003731645, 0.040130481, 0.028384974, -0.033523634, + -0.059706327, 0.038417596, 0.048450217, -8.03e-7, 0.029608464, + -0.018107656, 0.015783025, -0.002003466, 0.002966964, -0.060440421, + -0.005077485, -0.042577464, -0.005383357, -0.043800954, -0.003808114, + 0.002875202, 0.020432288, -0.011500809, 0.004435152, -0.021778129, + -0.019698193, -0.013213695, 0.001147022, -0.046492632, -0.002706972, + 0.007279767, -0.016150072, 0.040619876, -0.01260195, -0.042332765, + 0.029119069, -0.005505707, -0.022512222, 0.042577464, 0.060685124, + -0.022022827, 0.034013033, -0.009298527, -0.008136211, -0.019086448, + -0.020309938, -0.007738576, -0.007279767, -0.016150072, -0.032055449, + -0.004312804, 0.054812364, -0.026305042, -0.005322183, 0.009237352, + 0.026672089, 0.042577464, 0.019208798, 0.000217934, -0.050163105, + 0.016272422, 0.050163105, -0.033523634, 0.040619876, -0.027039137, + -0.003945756, 0.013580742, -0.065579087, 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short films by different directors. 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Osborne", + "Robert Williams", + "Breanna Dunn", + "Philip Vargas" + ], + "runtime": 110, + "rating": 8.1, + "plot": "After a mysterious atmospheric event, a small group of people wake up to realize that their entire lives have been a lie. They are in fact aliens disguised as humans. Now they have to make ...", + "plot_embedding_voyage_4_large": [ + -0.061474461, -0.021616021, 0.022115814, -0.033735987, 0.009808426, + -0.033486091, -0.002920662, 0.050728928, -0.023990035, -0.008371523, + -0.033735987, 0.04273225, -0.021116229, 0.044231627, -0.008933789, + -0.023490241, 0.030487334, -0.0197418, -0.027363634, -0.021990865, + 0.025739307, 0.015368615, 0.041732665, -0.021990865, -0.025364464, + 0.018992111, -0.041732665, 0.021990865, 0.002795714, -0.055476952, + 0.013744291, 0.002983136, -0.02548941, -0.024864672, -0.014306557, + 0.011620172, -0.042982146, 0.028738063, 0.046230797, 0.024114981, + 0.018742215, 0.034235779, -0.011807595, -0.006434827, 0.011807595, + -0.011870069, -0.000306513, 0.020116644, -0.012244914, -0.013057076, + 0.007371938, -0.007746782, -0.036234949, -0.02236571, 0.020491488, + 0.021740969, 0.050229136, 0.00220221, 0.00377968, -0.015181194, + -0.017242838, 0.012307387, 0.001093296, 0.072469898, -0.018742215, + 0.0197418, -0.024114981, 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"genres": ["Sci-Fi"], + "director": "Sara Stewart", + "cast": [ + "Scott Mckenzie", + "Jason Lee", + "Nathan Gardner", + "Jamie Greene", + "Angela Garner" + ], + "runtime": 177, + "rating": 3.7, + "plot": "When a meteor crashes on Earth, a group of people seek shelter in a bunker. 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Tran", + "Jessica Murphy" + ], + "runtime": 178, + "rating": 6.2, + "plot": "Project Questor is brainchild of the genius Dr. Vaslovik: he developed plans to build an android super-human. 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How?" + }, + { + "_id": "99e75e60-6466-4314-92c3-00c433a06600", + "title": "Section close bad", + "release_year": 2024, + "genres": ["Drama", "Comedy"], + "director": "Bryan Andrews", + "cast": [ + "Heather Marshall", + "Alexander Austin", + "Stephanie Villarreal MD", + "Ryan Marquez" + ], + "runtime": 180, + "rating": 7.7, + "plot": "One of Luis Bunuel's most free-form and purely Surrealist films, consisting of a series of only vaguely related episodes - most famously, the dinner party scene where people sit on ..." + }, + { + "_id": "726d0c12-4bab-4684-b8e4-5ba795c88273", + "title": "Become stand", + "release_year": 2001, + "genres": ["Sci-Fi", "Thriller"], + "director": "Brian Martinez", + "cast": ["Robert Ross", "Kimberly Williamson", "Pam Wyatt"], + "runtime": 162, + "rating": 1.5, + "plot": "Inside a quarantined apartment building a man must protect his pregnant wife from his new neighbors." + }, + { + "_id": "aad23b4b-ddb9-48bd-9b48-b63da1874bb0", + "title": "I case", + "release_year": 2012, + "genres": ["Drama", "Comedy"], + "director": "Brittany Parker", + "cast": [ + "Justin Davis", + "Karen Doyle", + "Daniel Jackson", + "Courtney Mcdonald" + ], + "runtime": 122, + "rating": 3.1, + "plot": "This consists of four short films by different directors. Rosselini's 'Chastity' ('Illibatezza') deals with an attractive air hostess who receives the unwelcome attentions of a middle aged ..." + }, + { + "_id": "0d1ce099-18f1-4608-9c5b-5eb8b5870760", + "title": "No organization style", + "release_year": 2013, + "genres": ["Comedy"], + "director": "Christina Collins", + "cast": ["Benjamin Whitney", "Joseph Bush", "Barbara Griffin"], + "runtime": 167, + "rating": 9.6, + "plot": "The bigamist captain of a ferry boat between the restricted British colony in Gibraltar and Spanish Morocco has a woman of differing appeal and temperament in each port." + }, + { + "_id": "15855c7b-ece2-4238-b995-57f6207509ea", + "title": "Computer garden", + "release_year": 2012, + "genres": ["Horror"], + "director": "Steven Miles", + "cast": ["Darlene Lee", "Tina Wang", "Nathan Mayo"], + "runtime": 146, + "rating": 6.5, + "plot": "A bunch of Satanists in the American rural landscape have terrible powers which enable them to melt their victims. However one of the children of an earlier victim vows to destroy them." + }, + { + "_id": "e8a6ff98-1e7e-4481-a467-39ebbfc79f67", + "title": "Trip information feel", + "release_year": 2008, + "genres": ["Action", "Thriller"], + "director": "Brittany Parker", + "cast": ["Kelly Walsh", "Michael Rocha"], + "runtime": 148, + "rating": 9.8, + "plot": "An FBI agent takes on a plane full of deadly and poisonous snakes, deliberately released to kill a witness being flown from Honolulu to Los Angeles to testify against a mob boss." + }, + { + "_id": "ef95e7a5-7f73-462e-bd03-c924a8876a7b", + "title": "It project low part", + "release_year": 1992, + "genres": ["Horror"], + "director": "Christina Collins", + "cast": [ + "Sheena Murphy", + "Amanda Miller", + "Erica Curtis", + "Roger Jones", + "Andrew Simpson" + ], + "runtime": 161, + "rating": 2.4, + "plot": "A vampire who works as a taxi driver meets and romances a young woman whom he turns into a fellow vamp, which prompts her jealous and estranged husband to try to kill both of them." + }, + { + "_id": "efd2f4f4-1004-4b4e-8bc9-390466a6f77a", + "title": "Near attorney discuss", + "release_year": 1983, + "genres": ["Comedy"], + "director": "Christina Collins", + "cast": [ + "Chase Myers", + "Benjamin Kelly", + "Thomas Summers MD", + "Jessica Woods" + ], + "runtime": 174, + "rating": 9.5, + "plot": "A calamity at Dante and Randall's shops sends them looking for new horizons - but they ultimately settle at Mooby's, a fictional Disney-McDonald's-style fast-food empire." + }, + { + "_id": "07f2cb6e-819e-4ff4-b3ba-134d3d9af549", + "title": "Whether know", + "release_year": 2009, + "genres": ["Comedy", "Thriller"], + "director": "Bryan Andrews", + "cast": ["Amy Reed", "William Williams", "Steven Lawrence"], + "runtime": 134, + "rating": 9.6, + "plot": "On his birthday, a hitman reluctantly takes on the easy task of killing a writer, only to find the job a lot more difficult than expected." + }, + { + "_id": "ab5948c9-088b-42d6-89d9-42c4603c8b19", + "title": "Against place", + "release_year": 2017, + "genres": ["Drama", "Romance"], + "director": "Daniel Wallace", + "cast": [ + "Brittany Thompson", + "Clinton Bishop", + "Terri Meyer", + "Stacey Phillips", + "Alexander Hunt" + ], + "runtime": 152, + "rating": 5.0, + "plot": "Doctor John Abbott is a single parent who settles in the town of Westport, with his son Dick, trying to eke out a living for them. He also inherits, by way of his doorstep, an unwanted baby..." + }, + { + "_id": "ef7f63fa-b25f-4aea-98e2-d7bdecc26ef5", + "title": "Return yard", + "release_year": 1994, + "genres": ["Horror"], + "director": "Christina Collins", + "cast": ["Mason Lara", "Taylor Salinas", "Tim Foster", "Erin Sharp"], + "runtime": 99, + "rating": 8.8, + "plot": "In Italy, a woman becomes involved in a series of unauthorized exorcisms during her mission to discover what happened to her mother, who allegedly murdered three people during her own exorcism." + }, + { + "_id": "b532e3c8-6292-4f9d-879f-1f070b1a6992", + "title": "Certain fish", + "release_year": 2009, + "genres": ["Romance"], + "director": "Steven Miles", + "cast": [ + "Jonathan King", + "Caitlyn Costa DDS", + "Steve Davis", + "Perry Anderson" + ], + "runtime": 130, + "rating": 8.6, + "plot": "The lives of four art students change forever when gifted young artist Hagumi arrives at their school and befriends their group as each student experiences turbulence in love." + }, + { + "_id": "c95e74b0-e47e-4d10-b847-8caa20b94b32", + "title": "Agreement like program", + "release_year": 2004, + "genres": ["Sci-Fi"], + "director": "Daniel Jackson", + "cast": [ + "Ashley Green", + "Rebecca Osborne", + "Robert Williams", + "Breanna Dunn", + "Philip Vargas" + ], + "runtime": 110, + "rating": 8.1, + "plot": "After a mysterious atmospheric event, a small group of people wake up to realize that their entire lives have been a lie. They are in fact aliens disguised as humans. Now they have to make ..." + }, + { + "_id": "791688be-4358-45ab-956e-71fe3fd35d19", + "title": "Floor seven then", + "release_year": 2009, + "genres": ["Horror"], + "director": "Daniel Wallace", + "cast": ["Dustin Wright", "Crystal Young"], + "runtime": 143, + "rating": 4.8, + "plot": "A zoology student must try to out smart a murderous and super-intelligent orangutan." + }, + { + "_id": "488fd79d-dde6-4462-9b90-339d1f3d7474", + "title": "Like rather paper", + "release_year": 2006, + "genres": ["Drama"], + "director": "Spencer Gillespie", + "cast": ["Sean Moyer", "James Edwards", "Tara Lee", "Robert Scott"], + "runtime": 175, + "rating": 9.1, + "plot": "A compelling drama that explores the different meanings of being a parent through the gritty, realistic lives of the struggling, blue-collar Porters, and the privileged Campbell family. ..." + }, + { + "_id": "3da68e4d-ef14-4fab-9243-19075262e5ca", + "title": "Argue hospital", + "release_year": 1994, + "genres": ["Romance", "Sci-Fi"], + "director": "Amanda Young", + "cast": [ + "Carolyn Williams", + "Jasmin Sampson", + "Phillip Levy", + "Brenda Clark", + "Lauren Perry" + ], + "runtime": 149, + "rating": 9.5, + "plot": "A computer chip salesman dates a software designer in a virtual reality program." + }, + { + "_id": "f5206a16-4dca-4c1e-b3aa-0d09f2082601", + "title": "Become after card", + "release_year": 1986, + "genres": ["Sci-Fi", "Horror"], + "director": "Brian Martinez", + "cast": ["Rhonda Ochoa", "Charlene Castillo"], + "runtime": 100, + "rating": 8.5, + "plot": "Dr. Jekyll faces horrible consequences when he lets his dark side run wild with a potion that changes him into the animalistic Mr. Hyde." + }, + { + "_id": "fbf30e42-ae6d-4775-bb3e-c5c127ddea06", + "title": "Born authority attention", + "release_year": 1994, + "genres": ["Romance"], + "director": "Brian Martinez", + "cast": ["Matthew Thomas", "Carly Perkins"], + "runtime": 131, + "rating": 4.9, + "plot": "Before he can marry his sweetheart, a wealthy city boy from England is challenged to prove his work ethic on a farm in rural India." + }, + { + "_id": "4b85a220-8a09-46a7-bea3-a2dad8130311", + "title": "Local seven media", + "release_year": 1998, + "genres": ["Sci-Fi", "Drama"], + "director": "Amanda Young", + "cast": ["Jessica Perez", "Larry Atkinson"], + "runtime": 95, + "rating": 2.0, + "plot": "Episodic, spiritual and existentialistic look at the state the Russia is in in 2017, exactly one hundred years after the communist-led Russian Revolution. The future looks gloomy, since the world is on the brink of yet another world war." + }, + { + "_id": "498597d2-3254-46ef-a800-f322a86fbd55", + "title": "Keep employee", + "release_year": 1981, + "genres": ["Horror"], + "director": "Christina Collins", + "cast": ["Alexis Carlson", "Andrew Stewart"], + "runtime": 161, + "rating": 6.0, + "plot": "The Thirsting is a derivation of the Lilith myths taken from biblical texts. It centers around the story of a nun, Sister Katherine, who fled to the church seeking comfort from memories of ..." + }, + { + "_id": "788d9343-6908-4762-88ee-b04aba1e58b5", + "title": "American question generation", + "release_year": 1986, + "genres": ["Romance"], + "director": "Daniel Jackson", + "cast": ["Troy Carter", "Peter Hernandez", "Christine Brown"], + "runtime": 176, + "rating": 8.0, + "plot": "To save himself from an unwanted marriage to a gangster's daughter, a man tells the story of reuniting with his childhood sweetheart in Switzerland." + }, + { + "_id": "74bcf255-df91-40c0-85c0-d7b85ff84f9a", + "title": "Maintain out", + "release_year": 2000, + "genres": ["Sci-Fi", "Action"], + "director": "Brian Martinez", + "cast": ["Nancy Evans", "Michael Gill", "Justin Carroll"], + "runtime": 179, + "rating": 10.0, + "plot": "Neo and the rebel leaders estimate that they have 72 hours until 250,000 probes discover Zion and destroy it and its inhabitants. During this, Neo must decide how he can save Trinity from a dark fate in his dreams." + }, + { + "_id": "61ddf1d4-17b7-4c63-9bf4-5315e740dc7f", + "title": "Ten box study", + "release_year": 2011, + "genres": ["Horror", "Romance"], + "director": "Steven Miles", + "cast": [ + "Mark Hicks", + "Michelle Dean", + "John Buchanan", + "Veronica Johnson" + ], + "runtime": 147, + "rating": 2.5, + "plot": "Two horror tales based on short stories by Edgar Allan Poe directed by two famous horror directors, George A. Romero and Dario Argento." + }, + { + "_id": "ab7d8067-f0ff-4955-bc0c-baca4e56e9a4", + "title": "Production operation", + "release_year": 2014, + "genres": ["Horror", "Romance"], + "director": "Sara Stewart", + "cast": ["Ashley Mata", "Mark Kelly", "John West", "Harold Day"], + "runtime": 125, + "rating": 4.1, + "plot": "The vampire comes to England to seduce a visitor's fianc\u00e8e and inflict havoc in the foreign land." + }, + { + "_id": "ccd27288-a496-447d-b01c-1f0b42edcc92", + "title": "What language", + "release_year": 2004, + "genres": ["Sci-Fi"], + "director": "Sara Stewart", + "cast": [ + "Scott Mckenzie", + "Jason Lee", + "Nathan Gardner", + "Jamie Greene", + "Angela Garner" + ], + "runtime": 177, + "rating": 3.7, + "plot": "When a meteor crashes on Earth, a group of people seek shelter in a bunker. Ten years later, they need supplies and leave the bunker, discovering that the survivors have turned into mutants." + }, + { + "_id": "b32dd176-938b-4ded-823a-311423fdc2ea", + "title": "Up usually central", + "release_year": 2011, + "genres": ["Sci-Fi", "Comedy"], + "director": "Daniel Jackson", + "cast": ["Jennifer Carlson", "Jonathan Stewart DDS", "Amy Lester"], + "runtime": 159, + "rating": 5.6, + "plot": "An eccentric man living alone in a decrepit house in Tokyo periodically transforms into a 100-foot tall giant in order to defend Japan against similarly sized monsters." + }, + { + "_id": "4aa5f384-3a05-49ff-aa9d-a0e4256c422f", + "title": "For boy only", + "release_year": 1987, + "genres": ["Thriller", "Action"], + "director": "Sara Stewart", + "cast": ["Gene Smith", "Robert Osborne Jr.", "Laura Fox", "Alexis Lowe"], + "runtime": 95, + "rating": 3.6, + "plot": "In Istanbul, retired CIA operative Bryan Mills and his wife are taken hostage by the father of a kidnapper Mills killed while rescuing his daughter." + }, + { + "_id": "1c858ca4-d6e9-435c-8e25-d8b05a4e825c", + "title": "Site win including your", + "release_year": 2008, + "genres": ["Sci-Fi"], + "director": "Spencer Gillespie", + "cast": [ + "John Williams", + "Jason Huang", + "Karen Klein", + "Gary Tran", + "Jessica Murphy" + ], + "runtime": 178, + "rating": 6.2, + "plot": "Project Questor is brainchild of the genius Dr. Vaslovik: he developed plans to build an android super-human. Although he's disappeared and half of his programming tape was erased in the ..." + }, + { + "_id": "bc5e5766-e998-4ec2-a40c-62ce5d39b972", + "title": "Sell huge hair", + "release_year": 1997, + "genres": ["Thriller", "Action"], + "director": "Bryan Andrews", + "cast": ["Thomas Johnson", "Ryan Morrow"], + "runtime": 157, + "rating": 4.4, + "plot": "A former S.E.A.L., now cook, is the only person who can stop a gang of terrorists when they seize control of a U.S. Navy battleship." + }, + { + "_id": "090215c8-29e8-4d38-ae9b-ceb78408b982", + "title": "Guy rest", + "release_year": 1997, + "genres": ["Sci-Fi", "Horror"], + "director": "Steven Miles", + "cast": ["Michael Fox", "Tyler Acosta", "Tracy Adams"], + "runtime": 122, + "rating": 7.8, + "plot": "A group of scientists try to track down and trap a killer alien seductress before she successfully mates with a human." + } +] diff --git a/tests/eval/lib/datasetHelpers.ts b/tests/eval/lib/datasetHelpers.ts new file mode 100644 index 000000000..1e1e5f736 --- /dev/null +++ b/tests/eval/lib/datasetHelpers.ts @@ -0,0 +1,62 @@ +import type { Document } from "mongodb"; +import type { DbSeedEntry, SeedIndexSpec } from "./datasetTypes.js"; +import movies from "../dbSeed/mflix.movies.json" with { type: "json" }; +import moviesWithPlotEmbedding from "../dbSeed/mflix.movies-with-plot-embedding.json" with { type: "json" }; + +// ╭──────────────────────────────────────────────╮ +// │ ↘️ Seeding Documents │ +// ╰──────────────────────────────────────────────╯ + +const SEED_DOCUMENTS: Record = { + movies: movies as Document[], + "movies-with-plot-embedding": moviesWithPlotEmbedding as Document[], +}; + +/** + * Get the seed documents for a collection. + * @param collection - The collection name. + * @returns The seed documents. + */ +export function getSeedDocuments(collection: string): Document[] { + const docs = SEED_DOCUMENTS[collection]; + if (!docs) { + throw new Error( + `No seed data bundled for collection '${collection}'. Register it in seeding.ts and add dbSeed/.json.` + ); + } + return docs; +} + +// ╭──────────────────────────────────────────────╮ +// │ ↘️ Dataset Helpers │ +// ╰──────────────────────────────────────────────╯ + +export type ParsedSeed = { collection: string; indexes: SeedIndexSpec[] }; + +/** + * Parse a seed entry into a collection name and indexes. + * @param entry - The seed entry. + * @returns The parsed seed. + */ +export function parseSeedEntry(entry: DbSeedEntry): ParsedSeed { + if (typeof entry === "string") { + return { collection: entry, indexes: [] }; + } + + const keys = Object.keys(entry); + if (keys.length !== 1) { + throw new Error(`Invalid db_seed entry, expected a single collection key but got: ${JSON.stringify(entry)}`); + } + + const collection = keys[0]!; + return { collection, indexes: entry[collection]?.indexes ?? [] }; +} + +/** + * Get the collection names from a database seed. + * @param dbSeed - The database seed. + * @returns The collection names. + */ +export function seedCollectionNames(dbSeed: DbSeedEntry[] = []): string[] { + return dbSeed.map((entry) => parseSeedEntry(entry).collection); +} diff --git a/tests/eval/lib/datasetTypes.ts b/tests/eval/lib/datasetTypes.ts new file mode 100644 index 000000000..1fd09a952 --- /dev/null +++ b/tests/eval/lib/datasetTypes.ts @@ -0,0 +1,128 @@ +import { z } from "zod"; +import type { EvalScorerArgs } from "braintrust"; + +// ╭──────────────────────────────────────────────╮ +// │ ↘️ "Input" Types in Eval │ +// ╰──────────────────────────────────────────────╯ + +/** Atlas Search / Vector Search index to create on a seeded collection. */ +export const SeedSearchIndexSchema = z + .object({ + type: z + .enum(["search", "vectorSearch"]) + .describe("Index kind: 'search' for Atlas Search, 'vectorSearch' for vector search."), + name: z + .string() + .describe( + "Unique name of the search index. It is not optional because it is used to await readiness before querying." + ), + definition: z + .record(z.string(), z.unknown()) + .describe( + "Raw Atlas search index definition.\n\nFor more details, see the MongoDB Atlas Search documentation: https://www.mongodb.com/docs/manual/reference/command/createSearchIndexes/" + ), + }) + .describe("An Atlas Search or Vector Search index to build on the collection."); + +/** Classic (b-tree) MongoDB index to create on a seeded collection. */ +export const SeedClassicIndexSchema = z + .object({ + type: z.literal("classic").describe("Marks this as a classic (non-search) MongoDB index."), + name: z.string().optional().describe("Optional index name; MongoDB auto-generates one when omitted."), + key: z + .record(z.string(), z.union([z.literal(1), z.literal(-1)])) + .describe("Index key spec mapping field name to sort order (1 ascending, -1 descending)."), + }) + // Allow extra createIndex options (unique, sparse, partialFilterExpression, …). + .catchall(z.unknown()) + .describe("A classic MongoDB index, plus any additional createIndex options."); + +/** Either a search/vector index or a classic index. */ +export const SeedIndexSpecSchema = z + .discriminatedUnion("type", [SeedSearchIndexSchema, SeedClassicIndexSchema]) + .describe("A single index to create on a seeded collection, discriminated by 'type'."); + +/** Per-collection seeding configuration. */ +export const SeedSetupSchema = z + .object({ + indexes: z.array(SeedIndexSpecSchema).optional().describe("Indexes to create after documents are inserted."), + }) + .describe("Setup applied to a seeded collection (currently just its indexes)."); + +/** + * One database seed entry: either a bare collection name (documents only), or a + * single-key object mapping the collection name to its setup (indexes, …). + */ +export const DbSeedEntrySchema = z + .union([ + z.string().describe("Bare collection name to seed with its bundled documents and no indexes."), + z + .record(z.string(), SeedSetupSchema) + .describe("Single-key object mapping a collection name to its seeding setup."), + ]) + .describe("A collection to seed, optionally with index setup."); + +/** Eval `input`: the user prompt plus optional database seeding. */ +export const RunEvalInputSchema = z + .object({ + prompt: z.string().describe("The natural-language task sent to the agent for this case."), + db_seed: z + .array(DbSeedEntrySchema) + .optional() + .describe("Collections to seed into a fresh temp database before the agent runs."), + }) + .describe("Input for a single MongoDB agent eval case."); + +// ╭──────────────────────────────────────────────╮ +// │ ↘️ "Expected" Types in Eval │ +// ╰──────────────────────────────────────────────╯ + +/** Eval `expected`: the criteria the LLM judge grades the answer against. */ +export const RunEvalExpectedSchema = z + .object({ + llm_judge: z + .union([z.string(), z.array(z.string())]) + .optional() + .describe("Grading criteria (one string or several) the LLM judge checks the output against."), + }) + .describe("Expected outcome for a case, expressed as LLM-judge criteria."); + +// ╭──────────────────────────────────────────────╮ +// │ ↘️ "Output" Types in Eval │ +// ╰──────────────────────────────────────────────╯ + +/** A single LLM-judge decision. */ +export const VerdictSchema = z + .object({ + score: z.number().describe("Judge score in [0, 1], where 1 means all criteria were fully met."), + explanation: z.string().describe("Short natural-language justification for the score."), + }) + .describe("The LLM judge's score and reasoning for a case."); + +/** Eval `output`: what the task produced for a case. */ +export const RunEvalOutputSchema = z + .object({ + response: z.string().describe("Final assistant message text produced by the agent."), + judge: VerdictSchema.optional().describe("The judge verdict, attached after scoring runs."), + }) + .describe("Output of a single MongoDB agent eval case."); + +// ╭──────────────────────────────────────────────╮ +// │ ↘️ Inferred Types │ +// ╰──────────────────────────────────────────────╯ + +export type SeedSearchIndex = z.infer; +export type SeedClassicIndex = z.infer; +export type SeedIndexSpec = z.infer; +export type SeedSetup = z.infer; +export type DbSeedEntry = z.infer; +export type RunEvalInput = z.infer; +export type RunEvalExpected = z.infer; +export type Verdict = z.infer; +export type RunEvalOutput = z.infer; + +// ╭──────────────────────────────────────────────╮ +// │ ↘️ "Scorer Args" Types in Eval │ +// ╰──────────────────────────────────────────────╯ + +export type RunEvalScorerArgs = EvalScorerArgs; diff --git a/tests/eval/lib/judge.ts b/tests/eval/lib/judge.ts new file mode 100644 index 000000000..ec8344288 --- /dev/null +++ b/tests/eval/lib/judge.ts @@ -0,0 +1,82 @@ +import * as untracedAi from "ai"; +import type { LanguageModel, ToolSet } from "ai"; +import { wrapAISDK, traced } from "braintrust"; +import type { Verdict } from "./datasetTypes.js"; +import { SubmitScoreTool } from "./tool/submitScore.js"; +import { GetConversationTool } from "./tool/getConversation.js"; +import { GetResponseTool } from "./tool/getResponse.js"; + +const ai = wrapAISDK(untracedAi); + +const DEFAULT_STEP_COUNT = 10; + +const FALLBACK: Verdict = { + score: 0, + explanation: `Judge did not submit a score before the step limit (${DEFAULT_STEP_COUNT}).`, +}; + +/** + * Judges the assistant's response against the criteria. + * + * @param params - The parameters for the judge. + * @param params.model - The model to use for the judge. + * @param params.tools - The MCP tools to be exposed to the judge. + * @param params.criteria - The criteria the LLM judge should evaluate. + * @param params.tempDbName - The name of the temporary database the LLM judge should operate on. + * @returns The verdict. + */ +export async function judgeUsingLLM(params: { + model: LanguageModel; + tools: ToolSet; + tempDbName: string; + criteria: string | string[]; +}): Promise { + const { model, tools, criteria, tempDbName } = params; + const submitScoreTool = new SubmitScoreTool(); + + await traced( + async () => { + await ai.generateText({ + model, + system: composeJudgeSystemPrompt(criteria, tempDbName), + messages: [ + { + role: "user" as const, + content: `Verify the criteria, then call ${SubmitScoreTool.toolName} exactly once.`, + }, + ], + tools: { + ...tools, + [SubmitScoreTool.toolName]: submitScoreTool.getTool(), + }, + stopWhen: [ + untracedAi.stepCountIs(DEFAULT_STEP_COUNT), + untracedAi.hasToolCall(SubmitScoreTool.toolName), + ], + }); + }, + { name: "llm-judge" } + ); + + return submitScoreTool.getCapturedVerdict() ?? FALLBACK; +} + +function composeJudgeSystemPrompt(criteria: string | string[], tempDbName: string): string { + const list = Array.isArray(criteria) ? criteria : [criteria]; + return [ + "You are evaluating a MongoDB AI assistant on behalf of a human tester.", + "Decide whether the criteria below are satisfied and produce a score from 0 to 1.", + "", + "### Criteria", + ...list.map((c, i) => `${i + 1}. ${c}`), + "", + "### Tools", + `- Use the MCP tools to inspect the current database state. Operate ONLY on the database named '${tempDbName}'.`, + `- If a criterion references ${GetConversationTool.keyword}, call ${GetConversationTool.toolName} to read the assistant's transcript.`, + `- If a criterion references ${GetResponseTool.keyword}, call ${GetResponseTool.toolName} to read the assistant's final response.`, + `- You MUST call ${SubmitScoreTool.toolName} exactly once with your score and a brief explanation. DO NOT STOP without calling it.`, + "", + "### Scoring", + "- 1.0 = every criterion fully satisfied; partial credit proportional to how many are satisfied; 0.0 = none.", + ].join("\n"); +} diff --git a/tests/eval/lib/mcp.ts b/tests/eval/lib/mcp.ts new file mode 100644 index 000000000..6994e3885 --- /dev/null +++ b/tests/eval/lib/mcp.ts @@ -0,0 +1,113 @@ +import { InMemoryTransport } from "@modelcontextprotocol/sdk/inMemory.js"; +import type { Transport } from "@modelcontextprotocol/sdk/shared/transport.js"; +import { experimental_createMCPClient } from "@ai-sdk/mcp"; +import { tool as createTool, type Tool } from "ai"; +import { + type CloseableTransport, + StdioRunner, + type TransportRunnerConfig, + type UserConfig, + UserConfigSchema, +} from "../../../src/lib.js"; + +type InternalMcpClient = Awaited>; + +export type McpTools = Awaited>; + +/** + * Simplified interface for interacting with an in-memory MCP client. + * Provides a `tools` method to access available MCP tools and a `close` method to terminate the connection. + */ +export type McpClient = { + close: () => Promise; + tools: () => Promise; +}; + +/** + * This class launches MongoDB MCP Server in memory and exposes its tools in Vercel compatible AI SDK format. + */ +export class InMemoryMcpConnection { + private constructor( + private readonly mcpClient: McpClient, + private readonly shutdown: () => Promise + ) {} + + static async create(userConfig: Partial & { connectionString: string }): Promise { + const [clientTransport, serverTransport] = InMemoryTransport.createLinkedPair(); + + const runner = new InMemoryMcpRunner({ + userConfig: UserConfigSchema.parse({ + telemetry: "disabled", + loggers: ["mcp"], + ...userConfig, + }), + }); + + await runner.connect(serverTransport); + + const client = await experimental_createMCPClient({ + transport: clientTransport, + }); + + return new InMemoryMcpConnection(client, async () => { + await clientTransport.close(); + await runner.disconnect(); + }); + } + + async tools(): Promise { + const mcpTools = (await this.mcpClient?.tools()) ?? {}; + const wrappedTools: McpTools = {}; + + for (const [toolName, tool] of Object.entries(mcpTools)) { + wrappedTools[toolName] = createTool({ + ...(tool as Tool), + execute: async (args, options) => { + try { + return await tool.execute(args, options); + } catch (error) { + return { + isError: true, + content: + error instanceof Error + ? `${error.name}${error.message ? ": " + error.message : ""}${error.stack ? "\n" + error.stack : ""}` + : String(error), + }; + } + }, + }) as McpTools[string]; + } + + return wrappedTools; + } + + async close(): Promise { + await this.mcpClient?.close(); + await this.shutdown(); + } +} + +/** + * This class creates an MCP runner that uses an in-memory transport instead of stdio or HTTP. + * + * This enables the MCP server to run embedded within a Braintrust Eval, which is necessary + * since Docker-based sandboxed evals are not currently supported on Braintrust. + */ +class InMemoryMcpRunner extends StdioRunner { + #server?: CloseableTransport; + + constructor(config: TransportRunnerConfig) { + super(config); + } + + async connect(serverTransport: Transport): Promise { + const server = await this.createServer({}); + this.#server = server; + await server.connect(serverTransport); + } + + async disconnect(): Promise { + await this.#server?.close(); + this.#server = undefined; + } +} diff --git a/tests/eval/lib/scoring.ts b/tests/eval/lib/scoring.ts new file mode 100644 index 000000000..de918e1fa --- /dev/null +++ b/tests/eval/lib/scoring.ts @@ -0,0 +1,22 @@ +import type { RunEvalScorerArgs } from "./datasetTypes.js"; + +type ScoreResult = { + name: string; + score: number; + metadata?: Record; +}; + +/** + * Reads the llm_judge verdict computed in the task. Skipped when no judge ran. + * @param args - The arguments for the scoring function. + * @returns The score result. + */ +export function llmJudgeScore(args: RunEvalScorerArgs): ScoreResult | null { + const judge = args.output.judge; + if (!judge) return null; + return { + name: "llm_judge", + score: judge.score, + metadata: { explanation: judge.explanation }, + }; +} diff --git a/tests/eval/lib/seeding.ts b/tests/eval/lib/seeding.ts new file mode 100644 index 000000000..1af64f5f5 --- /dev/null +++ b/tests/eval/lib/seeding.ts @@ -0,0 +1,104 @@ +import type { MongoClient } from "mongodb"; +import type { DbSeedEntry, SeedClassicIndex } from "./datasetTypes.js"; +import { getSeedDocuments, parseSeedEntry } from "./datasetHelpers.js"; + +// ╭──────────────────────────────────────────────╮ +// │ ↘️ Seeding Constants │ +// ╰──────────────────────────────────────────────╯ + +const DEFAULT_INDEX_READY_TIMEOUT_MS = 120_000; +const DEFAULT_INDEX_READY_INTERVAL_MS = 1_000; + +/** + * Wait for the indexes to be queryable. + * If the indexes are not queryable after the timeout, an error is thrown. + * + * @param client - The MongoDB client. + * @param db - The database name. + * @param collection - The collection name. + * @param indexNames - The names of the indexes to wait for. + * @param timeoutMs - The timeout in milliseconds to wait for the indexes to be queryable. + * @param intervalMs - The interval in milliseconds to check the indexes. + */ +async function waitForIndexesQueryable( + client: MongoClient, + db: string, + collection: string, + indexNames: string[], + timeoutMs = DEFAULT_INDEX_READY_TIMEOUT_MS, + intervalMs = DEFAULT_INDEX_READY_INTERVAL_MS +): Promise { + if (indexNames.length === 0) return; + + const coll = client.db(db).collection(collection); + const deadline = Date.now() + timeoutMs; + const pending = new Set(indexNames); + + while (Date.now() < deadline) { + const existing = (await coll.listSearchIndexes().toArray()) as Array<{ + name?: string; + status?: string; + queryable?: boolean; + }>; + + for (const idx of existing) { + if (idx.name && pending.has(idx.name) && (idx.queryable === true || idx.status === "READY")) { + pending.delete(idx.name); + } + } + + if (pending.size === 0) return; + await new Promise((resolve) => setTimeout(resolve, intervalMs)); + } + + throw new Error( + `Search index(es) [${[...pending].join(", ")}] on ${db}.${collection} not queryable after ${timeoutMs}ms` + ); +} + +/** + * Seed the temporary database with the given database seed. + * + * @param client - The MongoDB client. + * @param db - The database name. + * @param dbSeed - The database seed. + */ +export async function seedTempDb(dbClient: MongoClient, db: string, dbSeed: DbSeedEntry[] = []): Promise { + for (const entry of dbSeed) { + const { collection, indexes } = parseSeedEntry(entry); + const coll = dbClient.db(db).collection(collection); + + const docs = getSeedDocuments(collection); + if (docs.length > 0) { + await coll.insertMany(docs); + } + + const searchIndexNames: string[] = []; + for (const index of indexes) { + if (index.type === "search" || index.type === "vectorSearch") { + await coll.createSearchIndex({ + name: index.name, + type: index.type, + definition: index.definition, + }); + searchIndexNames.push(index.name); + } else { + const { key, name, type, ...options } = index as SeedClassicIndex; + void type; + await coll.createIndex(key, { name, ...options }); + } + } + + await waitForIndexesQueryable(dbClient, db, collection, searchIndexNames); + } +} + +/** + * Drop the temporary database. + * + * @param client - The MongoDB client. + * @param db - The database name. + */ +export async function dropTempDb(client: MongoClient, db: string): Promise { + await client.db(db).dropDatabase(); +} diff --git a/tests/eval/lib/shared.ts b/tests/eval/lib/shared.ts new file mode 100644 index 000000000..a423e193e --- /dev/null +++ b/tests/eval/lib/shared.ts @@ -0,0 +1,160 @@ +import { MongoClient } from "mongodb"; +import { InMemoryMcpConnection, type McpClient } from "./mcp.js"; +import { dropTempDb } from "./seeding.js"; +import { createOpenAI, type OpenAIProvider } from "@ai-sdk/openai"; + +let connectionStringRegistry: string | null = null; +let braintrustGatewayFactory: AsyncSingleton | null = null; +let mcpClientFactory: AsyncSingleton | null = null; +let readOnlyMcpClientFactory: AsyncSingleton | null = null; +let mongoClientFactory: AsyncSingleton | null = null; +const tempDbRegistry = new Set(); + +/** + * A helper class to create a singleton instance of a promise. + * In case of failure, the instance is cleared and the next call will retry. + * + * @template T - The type of the instance. + * @param factory - The factory function to create the instance. + * @returns The singleton instance. + */ +class AsyncSingleton { + #instance: Promise | null = null; + + constructor(private readonly factory: () => Promise) {} + + singletonInstance(): Promise { + if (!this.#instance) { + this.#instance = this.factory().catch((e) => { + this.#instance = null; + throw e; + }); + } + return this.#instance; + } +} + +export function registerConnectionString(connectionString: string): void { + connectionStringRegistry = connectionString; +} + +export async function getAiProvider(): Promise { + if (!braintrustGatewayFactory) { + // eslint-disable-next-line @typescript-eslint/require-await + braintrustGatewayFactory = new AsyncSingleton(async () => { + const apiKey = process.env.BRAINTRUST_API_KEY_OVERRIDE ?? process.env.BRAINTRUST_API_KEY; + if (!apiKey) { + throw new Error("BRAINTRUST_API_KEY is required to run the eval."); + } + + const defaultBaseURL = "https://gateway.braintrust.dev"; + const baseURL = process.env.OPENAI_BASE_URL ?? defaultBaseURL; + + return createOpenAI({ baseURL, apiKey }); + }); + } + return braintrustGatewayFactory.singletonInstance(); +} +/** + * Gets the singleton in-memory MCP client instance. + * + * @param connectionString - The MongoDB connection string. + * @returns The MCP client. + */ +export async function getMcpClient(): Promise { + if (!connectionStringRegistry) { + throw new Error("Connection string not registered"); + } + if (!mcpClientFactory) { + mcpClientFactory = new AsyncSingleton(() => + InMemoryMcpConnection.create({ connectionString: connectionStringRegistry! }) + ); + } + return mcpClientFactory.singletonInstance(); +} + +export async function getReadOnlyMcpClient(): Promise { + if (!connectionStringRegistry) { + throw new Error("Connection string not registered"); + } + if (!readOnlyMcpClientFactory) { + readOnlyMcpClientFactory = new AsyncSingleton(() => + InMemoryMcpConnection.create({ connectionString: connectionStringRegistry!, readOnly: true }) + ); + } + return readOnlyMcpClientFactory.singletonInstance(); +} + +/** + * Gets the singleton MongoDB client instance. + * + * @param connectionString - The MongoDB connection string. + * @returns The MongoDB client. + */ +export function getMongoDbClient(): Promise { + if (connectionStringRegistry === null) { + throw new Error("Connection string not registered"); + } + if (!mongoClientFactory) { + mongoClientFactory = new AsyncSingleton(() => new MongoClient(connectionStringRegistry!).connect()); + } + return mongoClientFactory.singletonInstance(); +} + +/** + * Registers a temporary database name. + * To double-check and ensure that it'll be dropped after the Eval completes if not deleted at the end of the task. + * + * @param name - The name of the temporary database. + */ +export function registerTempDb(name: string): void { + tempDbRegistry.add(name); +} + +/** + * Drops a temporary database. + * + * @param name - The name of the temporary database. + */ +export async function dropCaseDb(name: string): Promise { + if (!tempDbRegistry.has(name)) return; + try { + if (!mongoClientFactory) { + throw new Error("MongoDB client not initialized"); + } + const client = await mongoClientFactory.singletonInstance(); + await dropTempDb(client, name); + } catch (error) { + console.error(`Failed to drop temp database '${name}':`, error); + } finally { + tempDbRegistry.delete(name); + } +} + +/** + * Teardown all shared resources including + * the temporary databases, the MongoDB client, and the MCP client. + * This will run when the Eval completes. + */ +export async function teardown(): Promise { + if (mcpClientFactory) { + const mcpClient = await mcpClientFactory.singletonInstance(); + await mcpClient.close(); + } + + if (mongoClientFactory) { + const client = await mongoClientFactory.singletonInstance(); + for (const db of tempDbRegistry) { + try { + await dropTempDb(client, db); + } catch (error) { + console.error(`Failed to drop temp database '${db}':`, error); + } + } + tempDbRegistry.clear(); + await client.close(); + } + + mongoClientFactory = null; + mcpClientFactory = null; +} diff --git a/tests/eval/lib/tool/getConversation.ts b/tests/eval/lib/tool/getConversation.ts new file mode 100644 index 000000000..5a2164b28 --- /dev/null +++ b/tests/eval/lib/tool/getConversation.ts @@ -0,0 +1,132 @@ +import { tool, type Tool, type ModelMessage } from "ai"; +import { z } from "zod"; + +/** + * Truncate a string to a maximum length if it exceeds the maximum length and append a suffix indicating the number of characters truncated. + * + * Example: + * ``` + * truncate("Hello, world!", 10) // "Hello, world!" + * truncate("Hello, world!", 2) // "He…[truncated 8 chars]" + * ``` + * + * @param value - The value to truncate. + * @param max - The maximum length of the value. + * @returns The truncated value. + */ +function truncate(value: string, max: number): string { + return value.length <= max ? value : `${value.slice(0, max)}…[truncated ${value.length - max} chars]`; +} + +/** + * Return the value when it is already a string; otherwise return an empty string. + * + * @param value - The value to pass through. + * @returns The value if it is a string, otherwise an empty string. + */ +function ensureString(value: unknown): string { + return typeof value === "string" ? value : ""; +} + +const MAX_TOOL_OUTPUT_CHARS = 4000; + +/** + * Produces numbered `` blocks to be consumed by the judge + * via get_conversation tool to verify the criteria against the conversation. + * + * Example: + * ``` + * + * What is the capital of France? + * + * + * + * France + * + * + * + * The capital of France is Paris. + * + * ``` + * + * @param messages - The messages to serialize. + * @returns The serialized messages in a LLM friendly format. + */ +function serializeMessages(messages: ModelMessage[]): string { + const blocks: string[] = []; + let turn = 0; + + for (const msg of messages) { + const role = String((msg as { role?: string }).role ?? "unknown"); + const content = (msg as Record).content; + const inner: string[] = []; + + if (typeof content === "string" && content) { + inner.push(content); + } else if (Array.isArray(content)) { + for (const part of content as Record[]) { + switch (part.type) { + case "text": + if (typeof part.text === "string" && part.text) inner.push(part.text); + break; + case "tool-call": { + const id = ensureString(part.toolCallId); + const name = ensureString(part.toolName); + inner.push(`${JSON.stringify(part.input)}`); + break; + } + case "tool-result": { + const id = ensureString(part.toolCallId); + const name = ensureString(part.toolName); + const output = truncate(JSON.stringify(part.output), MAX_TOOL_OUTPUT_CHARS); + inner.push(`${output}`); + break; + } + default: + inner.push(JSON.stringify(part)); + } + } + } + + if (inner.length === 0) { + continue; + } + turn += 1; + blocks.push(`\n${inner.join("\n")}\n`); + } + + return blocks.join("\n"); +} + +/** + * Synthetic judge tool exposing the assistant's transcript. + * Returned to the judge when a criterion references `$conversation`. + * + * Accepts a raw ModelMessage[] conversation; serializes it for judge inspection. + */ +export class GetConversationTool { + public static readonly toolName: string = "get_conversation"; + public static readonly keyword: string = "$conversation"; + #serialized: string; + + /** + * @param rawConversation - The raw conversation in Vercel SDK format to be serialized. + * @see {@link ModelMessage} for the format of the conversation in Vercel SDK. + */ + constructor(rawConversation: ModelMessage[]) { + this.#serialized = serializeMessages(rawConversation); + } + + /** + * Get the synthetic judge tool. + * @returns The synthetic judge tool. + */ + getTool(): Tool { + return tool({ + description: `Returns the assistant's conversation transcript (its messages, tool calls, and tool results). + Call this when the criteria references ${GetConversationTool.keyword}.`, + inputSchema: z.object({}), + execute: () => ({ conversation: this.#serialized }), + }); + } +} diff --git a/tests/eval/lib/tool/getResponse.ts b/tests/eval/lib/tool/getResponse.ts new file mode 100644 index 000000000..076b65c9a --- /dev/null +++ b/tests/eval/lib/tool/getResponse.ts @@ -0,0 +1,27 @@ +import { tool, type Tool } from "ai"; +import { z } from "zod"; + +/** + * Synthetic judge tool exposing the assistant's last message response. + * judge when a criterion references `$response`. + */ +export class GetResponseTool { + public static readonly toolName: string = "get_response"; + public static readonly keyword: string = "$response"; + #response: string; + + /** + * @param response - The last message response of the assistant. + */ + constructor(response: string) { + this.#response = response; + } + + getTool(): Tool { + return tool({ + description: `Returns the assistant's final response text. Call this when the criteria references ${GetResponseTool.keyword}.`, + inputSchema: z.object({}), + execute: () => ({ response: this.#response }), + }); + } +} diff --git a/tests/eval/lib/tool/submitScore.ts b/tests/eval/lib/tool/submitScore.ts new file mode 100644 index 000000000..8db74db78 --- /dev/null +++ b/tests/eval/lib/tool/submitScore.ts @@ -0,0 +1,39 @@ +import { tool, type Tool } from "ai"; +import { z } from "zod"; +import type { Verdict } from "../datasetTypes.js"; + +/** + * Synthetic judge tool that captures the verdict on submit. + * Use getCapturedVerdict() to retrieve the captured verdict after submission. + */ +export class SubmitScoreTool { + #captured: Verdict | undefined; + public static readonly toolName: string = "submit_score"; + + private static readonly scoreSchema = z.object({ + score: z.number().min(0).max(1).describe("0.0 = criteria not satisfied at all, 1.0 = fully satisfied"), + explanation: z.string().describe("brief explanation of the score"), + }); + + getTool(): Tool { + return tool({ + description: "Submit your final score. Call this exactly once when ready.", + inputSchema: SubmitScoreTool.scoreSchema, + execute: (input) => { + if (this.#captured !== undefined) { + throw new Error(`${SubmitScoreTool.toolName} must be called exactly once`); + } + this.#captured = input; + return { ok: true }; + }, + }); + } + + /** + * Get the captured verdict. + * @returns The captured verdict. + */ + getCapturedVerdict(): Verdict | undefined { + return this.#captured; + } +} diff --git a/tests/eval/lib/user.ts b/tests/eval/lib/user.ts new file mode 100644 index 000000000..ccf94993f --- /dev/null +++ b/tests/eval/lib/user.ts @@ -0,0 +1,49 @@ +import * as untracedAi from "ai"; +import type { LanguageModel, ModelMessage, ToolSet } from "ai"; +import { wrapAISDK } from "braintrust"; + +const { generateText } = wrapAISDK(untracedAi); + +const DEFAULT_STEP_LIMIT = 10; + +/** + * Runs the single-turn prompt against the LLM model integrated with the MCP tools. + * + * @param params - The parameters for the task run. + * @param params.model - The model powering the task under test. + * @param params.systemContext - The base system prompt for the task under test. + * @param params.tools - The MCP tools exposed to the task. + * @param params.prompt - The user prompt (the task) for this case. + * @param params.tempDbName - The temporary database the task must operate on. + * @param params.stepLimit - The maximum number of task steps before stopping. + * @returns The task's final response text and the full conversation transcript. + */ +export async function runTask(params: { + model: LanguageModel; + systemContext: string; + tools: ToolSet; + prompt: string; + tempDbName: string; + stepLimit?: number; +}): Promise<{ response: string; messages: ModelMessage[] }> { + const { model, systemContext, tools, prompt, tempDbName, stepLimit = DEFAULT_STEP_LIMIT } = params; + + const system = `${systemContext} + + All operations must target the MongoDB database named "${tempDbName}". + Always pass this database name to any tool that accepts a database argument, and never use any other database.`; + const userMessage = { role: "user" as const, content: prompt }; + + const response = await generateText({ + model, + system, + messages: [userMessage], + tools, + stopWhen: untracedAi.stepCountIs(stepLimit), + }); + + return { + response: response.text, + messages: [userMessage, ...(response.response.messages as ModelMessage[])], + }; +} diff --git a/tests/eval/mongodb.eval.ts b/tests/eval/mongodb.eval.ts new file mode 100644 index 000000000..15ccdbf47 --- /dev/null +++ b/tests/eval/mongodb.eval.ts @@ -0,0 +1,179 @@ +import { Eval, Reporter, reportFailures, type EvalParameters } from "braintrust"; +import { getRandomValues } from "node:crypto"; +import { z } from "zod"; +import * as shared from "./lib/shared.js"; +import { llmJudgeScore } from "./lib/scoring.js"; +import { judgeUsingLLM } from "./lib/judge.js"; +import { runTask } from "./lib/user.js"; +import { seedTempDb } from "./lib/seeding.js"; +import type { RunEvalExpected, RunEvalInput, RunEvalOutput } from "./lib/datasetTypes.js"; +import { GetConversationTool } from "./lib/tool/getConversation.js"; +import { GetResponseTool } from "./lib/tool/getResponse.js"; +import { initDataset } from "braintrust"; + +const PROJECT_NAME = "mongodb-mcp-server-evals"; +const DATASET_NAME = "Search"; +const AGENT_STEP_LIMIT = 10; +const DEFAULT_MODEL = "gpt-4o"; +const DEFAULT_JUDGE_MODEL = "gpt-4o"; +const DEFAULT_CONNECTION_STRING = "mongodb://localhost:27017/?directConnection=true"; + +const DEFAULT_SYSTEM_CONTEXT = + 'You are a MongoDB assistant operating autonomously in a single turn; the user cannot answer follow-up questions. Use the available MongoDB MCP tools to fulfill the request end-to-end. Never ask for clarification; make a reasonable decision and finish the task. If the request refers to "the collection" without naming it, discover collections with the list tools and act on the appropriate one (if there is exactly one user collection, use it). Prefer tools over guessing, and briefly confirm what you did when done.'; + +const parameters = { + connectionString: z.string().default(DEFAULT_CONNECTION_STRING).describe("MongoDB connection string."), + model: { + type: "model" as const, + default: DEFAULT_MODEL, + description: "Model used by the agent under test.", + }, + judgeModel: { + type: "model" as const, + default: DEFAULT_JUDGE_MODEL, + description: "Model used by the judge.", + }, + systemContext: z + .string() + .default(DEFAULT_SYSTEM_CONTEXT) + .describe("System prompt prepended for the agent under test."), +} as unknown as EvalParameters; + +type ResolvedParameters = { + connectionString: string; + model: string; + judgeModel: string; + systemContext: string; +}; + +function parseEnvParams(): Record { + const raw = process.env.BT_EVAL_PARAMS_JSON; + if (!raw) return {}; + try { + return JSON.parse(raw) as Record; + } catch (error) { + console.warn("Failed to parse BT_EVAL_PARAMS_JSON:", error); + return {}; + } +} + +function stringParam(value: unknown, fallback: string): string { + return typeof value === "string" && value.trim() ? value.trim() : fallback; +} + +/** + * Ensures parameter resolution works across all eval modes: + * - Braintrust CLI ('bt'): supports 'BT_EVAL_PARAMS_JSON' + * - Braintrust script ('braintrust') and tsx: do not support 'BT_EVAL_PARAMS_JSON' + * Always resolve parameters so eval runs correctly regardless of entry point. + */ +function resolveParameters(hooksParameters: Record): ResolvedParameters { + const envParams = parseEnvParams(); + const connectionString = stringParam( + hooksParameters.connectionString ?? envParams.connectionString ?? process.env.EVAL_CONNECTION_STRING, + DEFAULT_CONNECTION_STRING + ); + const model = stringParam(hooksParameters.model ?? envParams.model, DEFAULT_MODEL); + const judgeModel = stringParam(hooksParameters.judgeModel ?? envParams.judgeModel, DEFAULT_JUDGE_MODEL); + const systemContext = stringParam(hooksParameters.systemContext ?? envParams.systemContext, DEFAULT_SYSTEM_CONTEXT); + + return { connectionString, model, judgeModel, systemContext }; +} + +/** + * Generates a unique but shorter name for the transient database. + * + * @returns The transient database name in the format of 'eval___' (e.g. 'eval__2026-01-02_03-04-05__9a1e23'). + */ +function transientDbName(): string { + const now = new Date(); + const pad = (n: number): string => String(n).padStart(2, "0"); + const time = `${now.getFullYear()}-${pad(now.getMonth() + 1)}-${pad(now.getDate())}_${pad(now.getHours())}-${pad(now.getMinutes())}-${pad(now.getSeconds())}`; + const random = Buffer.from(getRandomValues(new Uint8Array(4))).toString("hex"); + return `eval_${time}_${random}`; +} + +const reporter = Reporter("mongodb-eval-cleanup", { + async reportEval(evaluator, result, opts) { + const { results, summary } = result; + const failing = results.filter((r) => r.error !== undefined); + reportFailures(evaluator, failing, opts); + + const scores = Object.entries(summary.scores ?? {}) + .map(([name, s]) => `${name}=${(s.score * 100).toFixed(2)}%`) + .join(" "); + console.log(`[eval] ${summary.experimentName ?? PROJECT_NAME} ${scores}`); + + await shared.teardown(); + return failing.length === 0; + }, + reportRun(reports) { + return reports.every((ok) => ok); + }, +}); + +void Eval( + PROJECT_NAME, + { + data: initDataset(PROJECT_NAME, { + dataset: DATASET_NAME, + }), + task: async (input, hooks) => { + const aiProvider = await shared.getAiProvider(); + const resolved = resolveParameters(hooks.parameters as Record); + shared.registerConnectionString(resolved.connectionString); + + const model = aiProvider.chat(resolved.model); + const judgeModel = aiProvider.chat(resolved.judgeModel); + + const dbName = transientDbName(); + shared.registerTempDb(dbName); + const dbClient = await shared.getMongoDbClient(); + + try { + await hooks.span.traced(() => seedTempDb(dbClient, dbName, input.db_seed), { name: "seedTempDb" }); + const mcpClient = await hooks.span.traced(() => shared.getMcpClient(), { + name: "getMcpClient", + }); + + const tools = await mcpClient.tools(); + + const { response, messages } = await runTask({ + model, + systemContext: resolved.systemContext, + tools, + prompt: input.prompt, + tempDbName: dbName, + stepLimit: AGENT_STEP_LIMIT, + }); + + let judge: RunEvalOutput["judge"]; + const criteria = hooks.expected?.llm_judge; + if (criteria) { + const readOnlyMcpClient = await hooks.span.traced(() => shared.getReadOnlyMcpClient(), { + name: "getReadOnlyMcpClient", + }); + const readOnlyTools = await readOnlyMcpClient.tools(); + + judge = await judgeUsingLLM({ + model: judgeModel, + tools: { + ...readOnlyTools, + [GetConversationTool.toolName]: new GetConversationTool(messages).getTool(), + [GetResponseTool.toolName]: new GetResponseTool(response).getTool(), + }, + criteria, + tempDbName: dbName, + }); + } + + return { response, judge }; + } finally { + await hooks.span.traced(() => shared.dropCaseDb(dbName), { name: "dropTempDb" }); + } + }, + scores: [llmJudgeScore], + parameters, + }, + reporter +); diff --git a/tests/eval/scripts/bundleEval.ts b/tests/eval/scripts/bundleEval.ts new file mode 100644 index 000000000..6b78102d6 --- /dev/null +++ b/tests/eval/scripts/bundleEval.ts @@ -0,0 +1,94 @@ +/** + * Bundles the eval entrypoint for use with `braintrust push`. + * + * # Why we run our own bundle step: + * - Braintrust uses esbuild to bundle the eval script, but does not allow us to alias modules. + * - Our eval script imports mdb-mcp-server, which (through its dependencies) references + * several optional native and desktop dependencies (e.g. electron, cpu-features, + * @mongodb-js/atlas-local, ssh2, os-dns-native). These dependencies contain `.node` + * native addons that esbuild cannot bundle, causing push/eval in Braintrust to fail if + * any are present—even if our actual code doesn't use them. + * + * # Our solution: + * - We use esbuild ourselves to bundle the eval, explicitly aliasing all unused and optional + * dependencies to stub files. This ensures esbuild never attempts to bundle native code. + * - The bundled output is a single CommonJS file at `tests/eval/dist/mongodb.eval.cjs`. + * - For local runs, the eval script still imports mdb-mcp-server normally, so no behavior + * changes for local workflows. + * - For `braintrust push`, our self-bundled version is uploaded—free of native code + * references—so Braintrust's own bundling phase will succeed. + * + * # Output format: + * - CommonJS (`.cjs`), not ESM—Braintrust's server expects CJS. Using ESM and `import.meta.url` + * causes its internal bundler to fail. + * + * # External packages: + * - `braintrust` (and related packages like `autoevals`, `fsevents`, `chokidar`) are marked + * as external—these are expected to be provided by the Braintrust CLI/Lambda runtime. + * Keeping these external ensures only one instance is loaded, and that `Eval()` properly + * registers with the runner via `globalThis`. + */ +import * as esbuild from "esbuild"; +import { mkdirSync } from "node:fs"; +import { dirname, join } from "node:path"; +import { fileURLToPath } from "node:url"; + +const scriptDir = dirname(fileURLToPath(import.meta.url)); +const evalDir = join(scriptDir, ".."); +const stub = join(scriptDir, "bundleEval/stub.mjs"); +const osDnsStub = join(scriptDir, "bundleEval/osDnsNativeStub.cjs"); +const outFile = join(evalDir, "dist/mongodb.eval.cjs"); + +mkdirSync(dirname(outFile), { recursive: true }); + +/** + * esbuild plugin that redirects a set of packages (and any of their subpaths) to a stub + * module. Unlike `alias`, this never appends the import subpath onto the stub file path, + * so e.g. `require("mongodb-client-encryption/lib/...")` still resolves to the stub. + */ +function stubModules(packages: string[], stubPath: string): esbuild.Plugin { + const filter = new RegExp(`^(${packages.join("|")})(/|$)`); + return { + name: "stub-optional-native", + setup(build: esbuild.PluginBuild): void { + build.onResolve({ filter }, () => ({ path: stubPath })); + }, + }; +} + +await esbuild.build({ + entryPoints: [join(evalDir, "mongodb.eval.ts")], + outfile: outFile, + bundle: true, + platform: "node", + format: "cjs", + target: "node20", + // Optional deps the eval never uses (connection-string only: no Atlas Local, + // SSH, OIDC/Electron). Stub them so esbuild can bundle without native binaries. + alias: { + electron: stub, + "cpu-features": stub, + ssh2: stub, + bindings: stub, + "macos-export-certificate-and-key": stub, + "@mongodb-js/atlas-local": stub, + "@mongodb-js/atlas-local-darwin-arm64": stub, + "@mongodb-js/atlas-local-darwin-x64": stub, + "@mongodb-js/atlas-local-linux-arm64-gnu": stub, + "@mongodb-js/atlas-local-linux-x64-gnu": stub, + "@mongodb-js/atlas-local-win32-x64-msvc": stub, + "os-dns-native": osDnsStub, + }, + // Optional native driver deps loaded via try/catch require (the eval uses neither + // Kerberos auth nor client-side encryption). Stub them — including any subpath import — + // so no `.node` reference survives for Braintrust's own re-bundle to choke on. + plugins: [stubModules(["kerberos", "mongodb-client-encryption"], stub)], + // Provided by the Braintrust CLI / Lambda runtime; keep a single instance so + // `Eval()` registration (via globalThis) is visible to the runner. Anything else + // (e.g. pac-proxy-agent) is inlined here so Braintrust's own re-bundle never has to + // resolve a bare `require()` — external requires fail Braintrust's bundling phase. + external: ["braintrust", "autoevals", "fsevents", "chokidar"], + logLevel: "info", +}); + +console.log(`Wrote ${outFile}`); diff --git a/tests/eval/scripts/bundleEval/osDnsNativeStub.cjs b/tests/eval/scripts/bundleEval/osDnsNativeStub.cjs new file mode 100644 index 000000000..ab07fb7b7 --- /dev/null +++ b/tests/eval/scripts/bundleEval/osDnsNativeStub.cjs @@ -0,0 +1,22 @@ +// Stub for `os-dns-native`, which loads a native `.node` addon via `bindings` +// (unbundlable by esbuild). `@mongodb-js/devtools-connect` reads +// `osDns.withNodeFallback.resolveSrv` while resolving `mongodb+srv://` SRV +// records; without this the symbol is undefined and connection fails. Back the +// whole surface with Node's built-in `dns` so SRV resolution still works. +const dns = require("dns"); + +const passthrough = { + resolve: (...args) => dns.resolve(...args), + resolve4: (...args) => dns.resolve4(...args), + resolve6: (...args) => dns.resolve6(...args), + resolveCname: (...args) => dns.resolveCname(...args), + resolveSrv: (...args) => dns.resolveSrv(...args), + resolveTxt: (...args) => dns.resolveTxt(...args), + promises: { ...dns.promises }, +}; + +module.exports = { + ...passthrough, + withNodeFallback: passthrough, + wasNativelyLookedUp: () => false, +}; diff --git a/tests/eval/scripts/bundleEval/stub.mjs b/tests/eval/scripts/bundleEval/stub.mjs new file mode 100644 index 000000000..1e79b490d --- /dev/null +++ b/tests/eval/scripts/bundleEval/stub.mjs @@ -0,0 +1,6 @@ +// Generic empty stub for optional native/desktop dependencies that the eval +// never exercises (it only connects via a plain connection string). esbuild +// cannot bundle their `.node` addons or `electron`, so we alias them to this. +export default {}; +export const build = {}; +export class AtlasLocalClient {} diff --git a/tests/eval/scripts/evalDb.sh b/tests/eval/scripts/evalDb.sh new file mode 100644 index 000000000..c99a68fdb --- /dev/null +++ b/tests/eval/scripts/evalDb.sh @@ -0,0 +1,39 @@ +#!/usr/bin/env sh +set -e + +CONTAINER_NAME=mcp-eval-db +IMAGE=mongodb/mongodb-atlas-local:latest + +start() { + docker run -d --rm --name="$CONTAINER_NAME" --publish=27017:27017 "$IMAGE" + docker logs -f "$CONTAINER_NAME" & + LOG_PID=$! + until [ "$(docker inspect -f '{{.State.Health.Status}}' "$CONTAINER_NAME")" = "healthy" ]; do + sleep 1 + done + kill "$LOG_PID" 2>/dev/null || true + wait "$LOG_PID" 2>/dev/null || true + + cat <