test group filter, run retries

docs/src/content/docs/reference/cli/commands.md

@@ -44,10 +44,11 @@
   -se, --seed <number>                       seed for the run
   -em, --embeddings-model <string>           embeddings model for the run
   --no-cache                                 disable LLM result cache
   -cn, --cache-name <name>                   custom cache file name
-  --cs, --csv-separator <string>             csv separator (default: "\t")
+  -cs, --csv-separator <string>              csv separator (default: "\t")
   -ae, --apply-edits                         apply file edits
   --vars <namevalue...>                      variables, as name=value, stored in env.vars
+  -rr, --run-retry <number>                  number of retries for the entire run
   -h, --help                                 display help for command
 ```
 
@@ -89,6 +90,8 @@
   -v, --verbose                       verbose output
   -pv, --promptfoo-version [version]  promptfoo version, default is 0.78.0
   -os, --out-summary <file>           append output summary in file
+  --groups <groups...>                groups to include or exclude. Use :!
+                                      prefix to exclude
   -h, --help                          display help for command
 ```
 

packages/cli/src/cli.ts

@@ -142,12 +142,13 @@ export async function cli() {
         )
         .option("--no-cache", "disable LLM result cache")
         .option("-cn, --cache-name <name>", "custom cache file name")
-        .option("--cs, --csv-separator <string>", "csv separator", "\t")
+        .option("-cs, --csv-separator <string>", "csv separator", "\t")
         .option("-ae, --apply-edits", "apply file edits")
         .option(
             "--vars <namevalue...>",
             "variables, as name=value, stored in env.vars"
         )
+        .option("-rr, --run-retry <number>", "number of retries for the entire run")
         .action(runScriptWithExitCode)
 
     const test = program.command("test")
@@ -174,6 +175,10 @@ export async function cli() {
             `promptfoo version, default is ${PROMPTFOO_VERSION}`
         )
         .option("-os, --out-summary <file>", "append output summary in file")
+        .option(
+            "--groups <groups...>",
+            "groups to include or exclude. Use :! prefix to exclude"
+        )
         .action(scriptsTest)
 
     test.command("view")

packages/cli/src/run.ts

@@ -25,6 +25,7 @@
     ANNOTATION_ERROR_CODE,
     GENAI_ANY_REGEX,
     TRACE_CHUNK,
+    UNRECOVERABLE_ERROR_CODES,
 } from "../../core/src/constants"
 import { isCancelError, errorMessage } from "../../core/src/error"
 import { Fragment, GenerationResult } from "../../core/src/generation"
@@ -47,6 +48,7 @@
     normalizeInt,
     logVerbose,
     logError,
+    delay,
 } from "../../core/src/util"
 import { YAMLStringify } from "../../core/src/yaml"
 import { PromptScriptRunOptions } from "../../core/src/server/messages"
@@ -79,7 +81,17 @@
         TraceOptions &
         CancellationOptions
 ) {
-    const { exitCode } = await runScript(scriptId, files, options)
+    const runRetry = Math.max(1, normalizeInt(options.runRetry) || 1)
+    let exitCode = -1
+    for (let r = 0; r < runRetry; ++r) {
+        const res = await runScript(scriptId, files, options)
+        exitCode = res.exitCode
+        if (UNRECOVERABLE_ERROR_CODES.includes(exitCode)) break
+
+        const delayMs = 2000 * Math.pow(2, r)
+        console.error(`run failed, retry #${r + 1}/${runRetry} in ${delayMs}ms`)
+        await delay(delayMs)
+    }
     process.exit(exitCode)
 }
 

packages/cli/src/test.ts

@@ -27,6 +27,7 @@ import {
     logInfo,
     logVerbose,
     delay,
+    tagFilter,
 } from "../../core/src/util"
 import { YAMLStringify } from "../../core/src/yaml"
 import {
@@ -83,6 +84,7 @@ export async function runPromptScriptTests(
     const scripts = prj.templates
         .filter((t) => arrayify(t.tests)?.length)
         .filter((t) => !ids?.length || ids.includes(t.id))
+        .filter((t) => tagFilter(options?.groups, t.group))
     if (!scripts.length)
         return {
             ok: false,
@@ -217,6 +219,7 @@ export async function scriptsTest(
         promptfooVersion?: string
         outSummary?: string
         testDelay?: string
+        groups?: string[]
     }
 ) {
     const { status, value = [] } = await runPromptScriptTests(ids, options)

packages/core/src/constants.ts

@@ -76,6 +76,7 @@
 export const EXEC_MAX_BUFFER = 64
 export const DOT_ENV_FILENAME = ".env"
 
+export const SUCCESS_ERROR_CODE = 0
 export const UNHANDLED_ERROR_CODE = -1
 export const ANNOTATION_ERROR_CODE = -2
 export const FILES_NOT_FOUND_ERROR_CODE = -3
@@ -85,6 +86,14 @@
 export const USER_CANCELLED_ERROR_CODE = -7
 export const CONFIGURATION_ERROR_CODE = -8
 
+export const UNRECOVERABLE_ERROR_CODES = Object.freeze([
+    0,
+    CONNECTION_CONFIGURATION_ERROR_CODE,
+    USER_CANCELLED_ERROR_CODE,
+    FILES_NOT_FOUND_ERROR_CODE,
+    ANNOTATION_ERROR_CODE,
+])
+
 export const DOT_ENV_REGEX = /\.env$/i
 export const PROMPT_FENCE = "```"
 export const MARKDOWN_PROMPT_FENCE = "`````"

packages/core/src/genaiscript-api-provider.mjs

@@ -41,6 +41,7 @@ class GenAIScriptApiProvider {
 
             args.push("run", prompt)
             if (files) args.push(...files)
+            args.push("--run-retry", 2)
             if (testVars && typeof testVars === "object") {
                 args.push("--vars")
                 for (const [key, value] of Object.entries(testVars)) {

packages/core/src/server/messages.ts

@@ -24,6 +24,7 @@ export interface ServerEnv extends RequestMessage {
 export interface PromptScriptTestRunOptions {
     testProvider?: string
     models?: string[]
+    groups?: string[]
 }
 
 export interface PromptScriptTestRun extends RequestMessage {
@@ -44,6 +45,7 @@ export interface PromptScriptTestRunResponse extends ResponseStatus {
 export interface PromptScriptRunOptions {
     excludedFiles: string[]
     excludeGitIgnore: boolean
+    runRetry: string
     out: string
     retry: string
     retryDelay: string

packages/core/src/util.ts

@@ -180,9 +180,9 @@
 export function logError(msg: string | Error | SerializedError) {
     const { message, ...e } = serializeError(msg)
     if (message) host.log(LogLevel.Error, message)
-        console.debug(msg)
+    console.debug(msg)
     const se = YAMLStringify(e)
-    if (!/^\s*\{\}\s*$/) host.log(LogLevel.Info, se)
+    if (!/^\s*\{\s*\}\s*$/) host.log(LogLevel.Info, se)
 }
 export function concatArrays<T>(...arrays: T[][]): T[] {
     if (arrays.length == 0) return []
@@ -285,3 +285,14 @@
 }
 
 export const HTMLEscape = HTMLEscape_
+
+export function tagFilter(tags: string[], tag: string) {
+    if (!tags?.length || !tag) return true
+    const ltag = tag.toLocaleLowerCase()
+    for (const t of tags) {
+        const lt = t.toLocaleLowerCase()
+        if (lt.startsWith(":!") && ltag.startsWith(lt.slice(2))) return false
+        else if (ltag.startsWith(t)) return true
+    }
+    return false
+}

packages/sample/genaisrc/describe-image-run-prompt.genai.js

@@ -1,6 +1,7 @@
 script({
     title: "Describe objects in each image",
     model: "gpt-3.5-turbo",
+    group: "vision",
     maxTokens: 4000,
     system: [],
     tests: {

packages/sample/genaisrc/describe-image.genai.js

@@ -1,6 +1,7 @@
 script({
     title: "Describe objects in image",
     model: "gpt-4-turbo-v",
+    group: "vision",
     maxTokens: 4000,
     system: [],
     tests: {

packages/sample/genaisrc/summarize-max-tokens.genai.js

@@ -8,6 +8,6 @@ script({
     },
 })
 
-def("FILE", env.files, { maxTokens: 40 })
+def("FILE", env.files, { maxTokens: 80 })
 
-$`Extract keywords for the contents of FILE.`
+$`Extract 5 keywords for the contents of FILE.`

packages/sample/package.json

@@ -11,7 +11,7 @@
     "test:watch": "node --import tsx --watch --test-name-pattern=run --test src/**.test.ts",
     "cache:clear": "node ../cli/built/genaiscript.cjs cache clear",
     "run:script": "node ../cli/built/genaiscript.cjs run",
-    "test:scripts": "node ../cli/built/genaiscript.cjs test -rmo -tp tnrllmproxy.azurewebsites.net",
+    "test:scripts": "node ../cli/built/genaiscript.cjs test --groups :!vision -rmo",
     "test:scripts:view": "node ../cli/built/genaiscript.cjs test view"
   },
   "devDependencies": {

packages/sample/src/vision/describe-card-schema.genai.js

@@ -1,7 +1,7 @@
 script({
     description:
         "Given an image of a receipt, extract a csv of the receipt data",
-    group: "image tools",
+    group: "vision",
     model: "gpt-4-turbo-v",
     maxTokens: 4000,
 })

packages/sample/src/vision/describe-card.genai.js

@@ -1,6 +1,6 @@
 script({
     description: "Given an image of business card, extract the details to a csv file",
-    group: "image tools",
+    group: "vision",
     model: "gpt-4-turbo-v",
     maxTokens: 4000,
 })

packages/sample/src/vision/describe-image.genai.js

@@ -1,7 +1,7 @@
 script({
     description:
         "Given an image of a receipt, extract a csv of the receipt data",
-    group: "image tools",
+    group: "vision",
     model: "gpt-4-turbo-v",
     maxTokens: 4000,
 })