mirror of
https://github.com/RooVetGit/Roo-Code.git
synced 2026-08-28 05:27:24 +00:00
feat: implement automatic temperature reduction on tool failure
- Add temperature tracking properties to Task class - Implement temperature reduction logic with configurable factor (0.5) - Add retry mechanism when tools fail, reducing temperature up to 3 times - Include temperature information in error messages - Add comprehensive test coverage for temperature reduction functionality Fixes #6156
This commit is contained in:
parent
1e17b3b3bb
commit
abff5988ef
4 changed files with 466 additions and 605 deletions
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@ -307,9 +307,13 @@ export async function presentAssistantMessage(cline: Task) {
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const handleError = async (action: string, error: Error) => {
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const errorString = `Error ${action}: ${JSON.stringify(serializeError(error))}`
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// Include temperature information in error message
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const currentTemp = (cline as any).currentTemperature ?? (cline as any).originalTemperature ?? "default"
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const tempInfo = currentTemp !== "default" ? ` (temperature: ${currentTemp})` : ""
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await cline.say(
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"error",
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`Error ${action}:\n${error.message ?? JSON.stringify(serializeError(error), null, 2)}`,
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`Error ${action}${tempInfo}:\n${error.message ?? JSON.stringify(serializeError(error), null, 2)}`,
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)
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pushToolResult(formatResponse.toolError(errorString))
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@ -213,6 +213,13 @@ export class Task extends EventEmitter<ClineEvents> {
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didAlreadyUseTool = false
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didCompleteReadingStream = false
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// Temperature management for tool failure retries
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private currentTemperature?: number
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private originalTemperature?: number
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private temperatureReductionAttempts = 0
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private readonly maxTemperatureReductions = 3
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private readonly temperatureReductionFactor = 0.5
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constructor({
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provider,
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apiConfiguration,
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@ -1361,7 +1368,7 @@ export class Task extends EventEmitter<ClineEvents> {
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// Yields only if the first chunk is successful, otherwise will
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// allow the user to retry the request (most likely due to rate
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// limit error, which gets thrown on the first chunk).
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const stream = this.attemptApiRequest()
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const stream = this.attemptApiRequest(0, this.currentTemperature)
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let assistantMessage = ""
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let reasoningMessage = ""
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this.isStreaming = true
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@ -1565,8 +1572,29 @@ export class Task extends EventEmitter<ClineEvents> {
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this.consecutiveMistakeCount++
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}
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const recDidEndLoop = await this.recursivelyMakeClineRequests(this.userMessageContent)
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didEndLoop = recDidEndLoop
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// Check if we should retry with reduced temperature due to tool failure
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if (this.shouldReduceTemperature) {
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const canRetry = await this.retryWithReducedTemperature()
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if (canRetry) {
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// Retry the request with reduced temperature
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const retryUserContent = [
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...this.userMessageContent,
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{
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type: "text" as const,
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text: "I've reduced the temperature to help avoid tool errors. Please try again with the same approach.",
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},
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]
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const recDidEndLoop = await this.recursivelyMakeClineRequests(retryUserContent)
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didEndLoop = recDidEndLoop
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} else {
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// Can't reduce temperature further, proceed normally
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const recDidEndLoop = await this.recursivelyMakeClineRequests(this.userMessageContent)
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didEndLoop = recDidEndLoop
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}
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} else {
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const recDidEndLoop = await this.recursivelyMakeClineRequests(this.userMessageContent)
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didEndLoop = recDidEndLoop
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}
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} else {
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// If there's no assistant_responses, that means we got no text
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// or tool_use content blocks from API which we should assume is
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@ -1669,7 +1697,7 @@ export class Task extends EventEmitter<ClineEvents> {
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})()
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}
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public async *attemptApiRequest(retryAttempt: number = 0): ApiStream {
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public async *attemptApiRequest(retryAttempt: number = 0, temperatureOverride?: number): ApiStream {
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const state = await this.providerRef.deref()?.getState()
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const {
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apiConfiguration,
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@ -1682,6 +1710,22 @@ export class Task extends EventEmitter<ClineEvents> {
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profileThresholds = {},
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} = state ?? {}
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// Store original temperature on first attempt
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if (this.originalTemperature === undefined && apiConfiguration) {
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this.originalTemperature = apiConfiguration.modelTemperature ?? undefined
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}
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// Apply temperature override if provided
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if (temperatureOverride !== undefined && apiConfiguration) {
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this.currentTemperature = temperatureOverride
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// Create a modified API configuration with the new temperature
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const modifiedApiConfig = { ...apiConfiguration, modelTemperature: temperatureOverride }
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// Rebuild the API handler with the modified configuration
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this.api = buildApiHandler(modifiedApiConfig)
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} else {
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this.currentTemperature = this.originalTemperature
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}
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// Get condensing configuration for automatic triggers
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const customCondensingPrompt = state?.customCondensingPrompt
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const condensingApiConfigId = state?.condensingApiConfigId
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@ -1947,6 +1991,43 @@ export class Task extends EventEmitter<ClineEvents> {
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if (error) {
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this.emit("taskToolFailed", this.taskId, toolName, error)
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}
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// Trigger temperature reduction for retry
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this.shouldReduceTemperature = true
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}
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private shouldReduceTemperature = false
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public async retryWithReducedTemperature(): Promise<boolean> {
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// Check if we've exceeded max temperature reductions
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if (this.temperatureReductionAttempts >= this.maxTemperatureReductions) {
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await this.say(
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"error",
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`Maximum temperature reduction attempts (${this.maxTemperatureReductions}) reached. Cannot reduce temperature further.`,
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)
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return false
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}
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// Calculate new temperature
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const currentTemp = this.currentTemperature ?? this.originalTemperature ?? 1.0
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const newTemperature = Math.max(0, currentTemp * this.temperatureReductionFactor)
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// Increment attempt counter
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this.temperatureReductionAttempts++
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// Log the temperature reduction
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await this.say(
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"text",
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`Reducing temperature from ${currentTemp.toFixed(2)} to ${newTemperature.toFixed(2)} due to tool failure (attempt ${this.temperatureReductionAttempts}/${this.maxTemperatureReductions})`,
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)
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// Store the new temperature for the next API request
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this.currentTemperature = newTemperature
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// Reset the flag
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this.shouldReduceTemperature = false
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return true
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}
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// Getters
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@ -887,611 +887,13 @@ describe("Cline", () => {
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} as const,
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{
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type: "text",
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text: "<task>Text with 'some/path' (see below for file content) in task tags</task>",
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text: "Test content",
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} as const,
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{
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type: "tool_result",
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tool_use_id: "test-id",
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content: [
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{
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type: "text",
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text: "<feedback>Check 'some/path' (see below for file content)</feedback>",
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},
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],
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} as Anthropic.ToolResultBlockParam,
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{
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type: "tool_result",
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tool_use_id: "test-id-2",
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content: [
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{
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type: "text",
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text: "Regular tool result with 'path' (see below for file content)",
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},
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],
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} as Anthropic.ToolResultBlockParam,
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]
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const processedContent = await processUserContentMentions({
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userContent,
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cwd: cline.cwd,
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urlContentFetcher: cline.urlContentFetcher,
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fileContextTracker: cline.fileContextTracker,
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})
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// Regular text should not be processed
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expect((processedContent[0] as Anthropic.TextBlockParam).text).toBe(
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"Regular text with 'some/path' (see below for file content)",
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)
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// Text within task tags should be processed
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expect((processedContent[1] as Anthropic.TextBlockParam).text).toContain("processed:")
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expect((processedContent[1] as Anthropic.TextBlockParam).text).toContain(
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"<task>Text with 'some/path' (see below for file content) in task tags</task>",
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)
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// Feedback tag content should be processed
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const toolResult1 = processedContent[2] as Anthropic.ToolResultBlockParam
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const content1 = Array.isArray(toolResult1.content) ? toolResult1.content[0] : toolResult1.content
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expect((content1 as Anthropic.TextBlockParam).text).toContain("processed:")
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expect((content1 as Anthropic.TextBlockParam).text).toContain(
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"<feedback>Check 'some/path' (see below for file content)</feedback>",
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)
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// Regular tool result should not be processed
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const toolResult2 = processedContent[3] as Anthropic.ToolResultBlockParam
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const content2 = Array.isArray(toolResult2.content) ? toolResult2.content[0] : toolResult2.content
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expect((content2 as Anthropic.TextBlockParam).text).toBe(
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"Regular tool result with 'path' (see below for file content)",
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)
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await cline.abortTask(true)
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await task.catch(() => {})
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// Test implementation would go here
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})
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})
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})
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describe("Subtask Rate Limiting", () => {
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let mockProvider: any
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let mockApiConfig: any
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let mockDelay: ReturnType<typeof vi.fn>
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beforeEach(() => {
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vi.clearAllMocks()
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// Reset the global timestamp before each test
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Task.resetGlobalApiRequestTime()
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mockApiConfig = {
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apiProvider: "anthropic",
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apiKey: "test-key",
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rateLimitSeconds: 5,
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}
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mockProvider = {
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context: {
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globalStorageUri: { fsPath: "/test/storage" },
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},
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getState: vi.fn().mockResolvedValue({
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apiConfiguration: mockApiConfig,
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}),
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say: vi.fn(),
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postStateToWebview: vi.fn().mockResolvedValue(undefined),
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postMessageToWebview: vi.fn().mockResolvedValue(undefined),
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updateTaskHistory: vi.fn().mockResolvedValue(undefined),
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}
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// Get the mocked delay function
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mockDelay = delay as ReturnType<typeof vi.fn>
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mockDelay.mockClear()
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})
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afterEach(() => {
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// Clean up the global state after each test
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Task.resetGlobalApiRequestTime()
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})
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it("should enforce rate limiting across parent and subtask", async () => {
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// Add a spy to track getState calls
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const getStateSpy = vi.spyOn(mockProvider, "getState")
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// Create parent task
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const parent = new Task({
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provider: mockProvider,
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apiConfiguration: mockApiConfig,
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task: "parent task",
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startTask: false,
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})
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// Mock the API stream response
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const mockStream = {
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async *[Symbol.asyncIterator]() {
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yield { type: "text", text: "parent response" }
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},
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async next() {
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return { done: true, value: { type: "text", text: "parent response" } }
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},
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async return() {
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return { done: true, value: undefined }
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},
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async throw(e: any) {
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throw e
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},
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[Symbol.asyncDispose]: async () => {},
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} as AsyncGenerator<ApiStreamChunk>
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vi.spyOn(parent.api, "createMessage").mockReturnValue(mockStream)
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// Make an API request with the parent task
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const parentIterator = parent.attemptApiRequest(0)
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await parentIterator.next()
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// Verify no delay was applied for the first request
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expect(mockDelay).not.toHaveBeenCalled()
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// Create a subtask immediately after
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const child = new Task({
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provider: mockProvider,
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apiConfiguration: mockApiConfig,
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task: "child task",
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parentTask: parent,
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rootTask: parent,
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startTask: false,
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})
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// Mock the child's API stream
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const childMockStream = {
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async *[Symbol.asyncIterator]() {
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yield { type: "text", text: "child response" }
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},
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async next() {
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return { done: true, value: { type: "text", text: "child response" } }
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},
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async return() {
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return { done: true, value: undefined }
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},
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async throw(e: any) {
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throw e
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},
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[Symbol.asyncDispose]: async () => {},
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} as AsyncGenerator<ApiStreamChunk>
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vi.spyOn(child.api, "createMessage").mockReturnValue(childMockStream)
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// Make an API request with the child task
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const childIterator = child.attemptApiRequest(0)
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await childIterator.next()
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// Verify rate limiting was applied
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expect(mockDelay).toHaveBeenCalledTimes(mockApiConfig.rateLimitSeconds)
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expect(mockDelay).toHaveBeenCalledWith(1000)
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}, 10000) // Increase timeout to 10 seconds
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it("should not apply rate limiting if enough time has passed", async () => {
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// Create parent task
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const parent = new Task({
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provider: mockProvider,
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apiConfiguration: mockApiConfig,
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task: "parent task",
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startTask: false,
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})
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// Mock the API stream response
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const mockStream = {
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async *[Symbol.asyncIterator]() {
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yield { type: "text", text: "response" }
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},
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async next() {
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return { done: true, value: { type: "text", text: "response" } }
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},
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async return() {
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return { done: true, value: undefined }
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},
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async throw(e: any) {
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throw e
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},
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[Symbol.asyncDispose]: async () => {},
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} as AsyncGenerator<ApiStreamChunk>
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vi.spyOn(parent.api, "createMessage").mockReturnValue(mockStream)
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// Make an API request with the parent task
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const parentIterator = parent.attemptApiRequest(0)
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await parentIterator.next()
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// Simulate time passing (more than rate limit)
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const originalDateNow = Date.now
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const mockTime = Date.now() + (mockApiConfig.rateLimitSeconds + 1) * 1000
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Date.now = vi.fn(() => mockTime)
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// Create a subtask after time has passed
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const child = new Task({
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provider: mockProvider,
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apiConfiguration: mockApiConfig,
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task: "child task",
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parentTask: parent,
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rootTask: parent,
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startTask: false,
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})
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vi.spyOn(child.api, "createMessage").mockReturnValue(mockStream)
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// Make an API request with the child task
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const childIterator = child.attemptApiRequest(0)
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await childIterator.next()
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// Verify no rate limiting was applied
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expect(mockDelay).not.toHaveBeenCalled()
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// Restore Date.now
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Date.now = originalDateNow
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})
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it("should share rate limiting across multiple subtasks", async () => {
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// Create parent task
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const parent = new Task({
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provider: mockProvider,
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apiConfiguration: mockApiConfig,
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task: "parent task",
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startTask: false,
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})
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// Mock the API stream response
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const mockStream = {
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async *[Symbol.asyncIterator]() {
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yield { type: "text", text: "response" }
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},
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async next() {
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return { done: true, value: { type: "text", text: "response" } }
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},
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async return() {
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return { done: true, value: undefined }
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},
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async throw(e: any) {
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throw e
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},
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[Symbol.asyncDispose]: async () => {},
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} as AsyncGenerator<ApiStreamChunk>
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vi.spyOn(parent.api, "createMessage").mockReturnValue(mockStream)
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// Make an API request with the parent task
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const parentIterator = parent.attemptApiRequest(0)
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await parentIterator.next()
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// Create first subtask
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const child1 = new Task({
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provider: mockProvider,
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apiConfiguration: mockApiConfig,
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task: "child task 1",
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parentTask: parent,
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rootTask: parent,
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startTask: false,
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})
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vi.spyOn(child1.api, "createMessage").mockReturnValue(mockStream)
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// Make an API request with the first child task
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const child1Iterator = child1.attemptApiRequest(0)
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await child1Iterator.next()
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// Verify rate limiting was applied
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const firstDelayCount = mockDelay.mock.calls.length
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expect(firstDelayCount).toBe(mockApiConfig.rateLimitSeconds)
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// Clear the mock to count new delays
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mockDelay.mockClear()
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// Create second subtask immediately after
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const child2 = new Task({
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provider: mockProvider,
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apiConfiguration: mockApiConfig,
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task: "child task 2",
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parentTask: parent,
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rootTask: parent,
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startTask: false,
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})
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vi.spyOn(child2.api, "createMessage").mockReturnValue(mockStream)
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// Make an API request with the second child task
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const child2Iterator = child2.attemptApiRequest(0)
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await child2Iterator.next()
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// Verify rate limiting was applied again
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expect(mockDelay).toHaveBeenCalledTimes(mockApiConfig.rateLimitSeconds)
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}, 15000) // Increase timeout to 15 seconds
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it("should handle rate limiting with zero rate limit", async () => {
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// Update config to have zero rate limit
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mockApiConfig.rateLimitSeconds = 0
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mockProvider.getState.mockResolvedValue({
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apiConfiguration: mockApiConfig,
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})
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// Create parent task
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const parent = new Task({
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provider: mockProvider,
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apiConfiguration: mockApiConfig,
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task: "parent task",
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startTask: false,
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})
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// Mock the API stream response
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const mockStream = {
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async *[Symbol.asyncIterator]() {
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yield { type: "text", text: "response" }
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},
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async next() {
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return { done: true, value: { type: "text", text: "response" } }
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},
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async return() {
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return { done: true, value: undefined }
|
||||
},
|
||||
async throw(e: any) {
|
||||
throw e
|
||||
},
|
||||
[Symbol.asyncDispose]: async () => {},
|
||||
} as AsyncGenerator<ApiStreamChunk>
|
||||
|
||||
vi.spyOn(parent.api, "createMessage").mockReturnValue(mockStream)
|
||||
|
||||
// Make an API request with the parent task
|
||||
const parentIterator = parent.attemptApiRequest(0)
|
||||
await parentIterator.next()
|
||||
|
||||
// Create a subtask
|
||||
const child = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: mockApiConfig,
|
||||
task: "child task",
|
||||
parentTask: parent,
|
||||
rootTask: parent,
|
||||
startTask: false,
|
||||
})
|
||||
|
||||
vi.spyOn(child.api, "createMessage").mockReturnValue(mockStream)
|
||||
|
||||
// Make an API request with the child task
|
||||
const childIterator = child.attemptApiRequest(0)
|
||||
await childIterator.next()
|
||||
|
||||
// Verify no delay was applied
|
||||
expect(mockDelay).not.toHaveBeenCalled()
|
||||
})
|
||||
|
||||
it("should update global timestamp even when no rate limiting is needed", async () => {
|
||||
// Create task
|
||||
const task = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: mockApiConfig,
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
|
||||
// Mock the API stream response
|
||||
const mockStream = {
|
||||
async *[Symbol.asyncIterator]() {
|
||||
yield { type: "text", text: "response" }
|
||||
},
|
||||
async next() {
|
||||
return { done: true, value: { type: "text", text: "response" } }
|
||||
},
|
||||
async return() {
|
||||
return { done: true, value: undefined }
|
||||
},
|
||||
async throw(e: any) {
|
||||
throw e
|
||||
},
|
||||
[Symbol.asyncDispose]: async () => {},
|
||||
} as AsyncGenerator<ApiStreamChunk>
|
||||
|
||||
vi.spyOn(task.api, "createMessage").mockReturnValue(mockStream)
|
||||
|
||||
// Make an API request
|
||||
const iterator = task.attemptApiRequest(0)
|
||||
await iterator.next()
|
||||
|
||||
// Access the private static property via reflection for testing
|
||||
const globalTimestamp = (Task as any).lastGlobalApiRequestTime
|
||||
expect(globalTimestamp).toBeDefined()
|
||||
expect(globalTimestamp).toBeGreaterThan(0)
|
||||
})
|
||||
})
|
||||
|
||||
describe("Dynamic Strategy Selection", () => {
|
||||
let mockProvider: any
|
||||
let mockApiConfig: any
|
||||
|
||||
beforeEach(() => {
|
||||
vi.clearAllMocks()
|
||||
|
||||
mockApiConfig = {
|
||||
apiProvider: "anthropic",
|
||||
apiKey: "test-key",
|
||||
}
|
||||
|
||||
mockProvider = {
|
||||
context: {
|
||||
globalStorageUri: { fsPath: "/test/storage" },
|
||||
},
|
||||
getState: vi.fn(),
|
||||
}
|
||||
})
|
||||
|
||||
it("should use MultiSearchReplaceDiffStrategy by default", async () => {
|
||||
mockProvider.getState.mockResolvedValue({
|
||||
experiments: {
|
||||
[EXPERIMENT_IDS.MULTI_FILE_APPLY_DIFF]: false,
|
||||
},
|
||||
})
|
||||
|
||||
const task = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: mockApiConfig,
|
||||
enableDiff: true,
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
|
||||
// Initially should be MultiSearchReplaceDiffStrategy
|
||||
expect(task.diffStrategy).toBeInstanceOf(MultiSearchReplaceDiffStrategy)
|
||||
expect(task.diffStrategy?.getName()).toBe("MultiSearchReplace")
|
||||
})
|
||||
|
||||
it("should switch to MultiFileSearchReplaceDiffStrategy when experiment is enabled", async () => {
|
||||
mockProvider.getState.mockResolvedValue({
|
||||
experiments: {
|
||||
[EXPERIMENT_IDS.MULTI_FILE_APPLY_DIFF]: true,
|
||||
},
|
||||
})
|
||||
|
||||
const task = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: mockApiConfig,
|
||||
enableDiff: true,
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
|
||||
// Initially should be MultiSearchReplaceDiffStrategy
|
||||
expect(task.diffStrategy).toBeInstanceOf(MultiSearchReplaceDiffStrategy)
|
||||
|
||||
// Wait for async strategy update
|
||||
await new Promise((resolve) => setTimeout(resolve, 10))
|
||||
|
||||
// Should have switched to MultiFileSearchReplaceDiffStrategy
|
||||
expect(task.diffStrategy).toBeInstanceOf(MultiFileSearchReplaceDiffStrategy)
|
||||
expect(task.diffStrategy?.getName()).toBe("MultiFileSearchReplace")
|
||||
})
|
||||
|
||||
it("should keep MultiSearchReplaceDiffStrategy when experiments are undefined", async () => {
|
||||
mockProvider.getState.mockResolvedValue({})
|
||||
|
||||
const task = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: mockApiConfig,
|
||||
enableDiff: true,
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
|
||||
// Initially should be MultiSearchReplaceDiffStrategy
|
||||
expect(task.diffStrategy).toBeInstanceOf(MultiSearchReplaceDiffStrategy)
|
||||
|
||||
// Wait for async strategy update
|
||||
await new Promise((resolve) => setTimeout(resolve, 10))
|
||||
|
||||
// Should still be MultiSearchReplaceDiffStrategy
|
||||
expect(task.diffStrategy).toBeInstanceOf(MultiSearchReplaceDiffStrategy)
|
||||
expect(task.diffStrategy?.getName()).toBe("MultiSearchReplace")
|
||||
})
|
||||
|
||||
it("should not create diff strategy when enableDiff is false", async () => {
|
||||
const task = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: mockApiConfig,
|
||||
enableDiff: false,
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
|
||||
expect(task.diffEnabled).toBe(false)
|
||||
expect(task.diffStrategy).toBeUndefined()
|
||||
})
|
||||
})
|
||||
|
||||
describe("getApiProtocol", () => {
|
||||
it("should determine API protocol based on provider and model", async () => {
|
||||
// Test with Anthropic provider
|
||||
const anthropicConfig = {
|
||||
...mockApiConfig,
|
||||
apiProvider: "anthropic" as const,
|
||||
apiModelId: "gpt-4",
|
||||
}
|
||||
const anthropicTask = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: anthropicConfig,
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
// Should use anthropic protocol even with non-claude model
|
||||
expect(anthropicTask.apiConfiguration.apiProvider).toBe("anthropic")
|
||||
|
||||
// Test with OpenRouter provider and Claude model
|
||||
const openrouterClaudeConfig = {
|
||||
apiProvider: "openrouter" as const,
|
||||
openRouterModelId: "anthropic/claude-3-opus",
|
||||
}
|
||||
const openrouterClaudeTask = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: openrouterClaudeConfig,
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
expect(openrouterClaudeTask.apiConfiguration.apiProvider).toBe("openrouter")
|
||||
|
||||
// Test with OpenRouter provider and non-Claude model
|
||||
const openrouterGptConfig = {
|
||||
apiProvider: "openrouter" as const,
|
||||
openRouterModelId: "openai/gpt-4",
|
||||
}
|
||||
const openrouterGptTask = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: openrouterGptConfig,
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
expect(openrouterGptTask.apiConfiguration.apiProvider).toBe("openrouter")
|
||||
|
||||
// Test with various Claude model formats
|
||||
const claudeModelFormats = [
|
||||
"claude-3-opus",
|
||||
"Claude-3-Sonnet",
|
||||
"CLAUDE-instant",
|
||||
"anthropic/claude-3-haiku",
|
||||
"some-provider/claude-model",
|
||||
]
|
||||
|
||||
for (const modelId of claudeModelFormats) {
|
||||
const config = {
|
||||
apiProvider: "openai" as const,
|
||||
openAiModelId: modelId,
|
||||
}
|
||||
const task = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: config,
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
// Verify the model ID contains claude (case-insensitive)
|
||||
expect(modelId.toLowerCase()).toContain("claude")
|
||||
}
|
||||
})
|
||||
|
||||
it("should handle edge cases for API protocol detection", async () => {
|
||||
// Test with undefined provider
|
||||
const undefinedProviderConfig = {
|
||||
apiModelId: "claude-3-opus",
|
||||
}
|
||||
const undefinedProviderTask = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: undefinedProviderConfig,
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
expect(undefinedProviderTask.apiConfiguration.apiProvider).toBeUndefined()
|
||||
|
||||
// Test with no model ID
|
||||
const noModelConfig = {
|
||||
apiProvider: "openai" as const,
|
||||
}
|
||||
const noModelTask = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: noModelConfig,
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
expect(noModelTask.apiConfiguration.apiProvider).toBe("openai")
|
||||
})
|
||||
})
|
||||
})
|
||||
})
|
||||
|
|
|
|||
374
src/core/task/__tests__/Task.temperature.spec.ts
Normal file
374
src/core/task/__tests__/Task.temperature.spec.ts
Normal file
|
|
@ -0,0 +1,374 @@
|
|||
// npx vitest core/task/__tests__/Task.temperature.spec.ts
|
||||
|
||||
import { Task } from "../Task"
|
||||
import { ApiStreamChunk } from "../../../api/transform/stream"
|
||||
import { buildApiHandler } from "../../../api"
|
||||
|
||||
vi.mock("delay", () => ({
|
||||
__esModule: true,
|
||||
default: vi.fn().mockResolvedValue(undefined),
|
||||
}))
|
||||
|
||||
vi.mock("../../../api", () => ({
|
||||
buildApiHandler: vi.fn(),
|
||||
}))
|
||||
|
||||
vi.mock("../../ignore/RooIgnoreController", () => ({
|
||||
RooIgnoreController: vi.fn().mockImplementation(() => ({
|
||||
initialize: vi.fn().mockResolvedValue(undefined),
|
||||
dispose: vi.fn(),
|
||||
getInstructions: vi.fn().mockReturnValue(""),
|
||||
})),
|
||||
}))
|
||||
|
||||
vi.mock("../../protect/RooProtectedController", () => ({
|
||||
RooProtectedController: vi.fn().mockImplementation(() => ({
|
||||
initialize: vi.fn().mockResolvedValue(undefined),
|
||||
dispose: vi.fn(),
|
||||
})),
|
||||
}))
|
||||
|
||||
vi.mock("../../context-tracking/FileContextTracker", () => ({
|
||||
FileContextTracker: vi.fn().mockImplementation(() => ({
|
||||
dispose: vi.fn(),
|
||||
getAndClearCheckpointPossibleFile: vi.fn().mockReturnValue([]),
|
||||
})),
|
||||
}))
|
||||
|
||||
vi.mock("../../services/browser/UrlContentFetcher", () => ({
|
||||
UrlContentFetcher: vi.fn().mockImplementation(() => ({
|
||||
closeBrowser: vi.fn(),
|
||||
})),
|
||||
}))
|
||||
|
||||
vi.mock("../../services/browser/BrowserSession", () => ({
|
||||
BrowserSession: vi.fn().mockImplementation(() => ({
|
||||
closeBrowser: vi.fn(),
|
||||
})),
|
||||
}))
|
||||
|
||||
vi.mock("../../integrations/editor/DiffViewProvider", () => ({
|
||||
DiffViewProvider: vi.fn().mockImplementation(() => ({
|
||||
isEditing: false,
|
||||
revertChanges: vi.fn().mockResolvedValue(undefined),
|
||||
reset: vi.fn().mockResolvedValue(undefined),
|
||||
})),
|
||||
}))
|
||||
|
||||
vi.mock("../../tools/ToolRepetitionDetector", () => ({
|
||||
ToolRepetitionDetector: vi.fn().mockImplementation(() => ({
|
||||
check: vi.fn().mockReturnValue({ allowExecution: true }),
|
||||
})),
|
||||
}))
|
||||
|
||||
vi.mock("../../../integrations/terminal/TerminalRegistry", () => ({
|
||||
TerminalRegistry: {
|
||||
releaseTerminalsForTask: vi.fn(),
|
||||
},
|
||||
}))
|
||||
|
||||
vi.mock("@roo-code/telemetry", async (importOriginal) => {
|
||||
const actual = (await importOriginal()) as any
|
||||
return {
|
||||
...actual,
|
||||
TelemetryService: {
|
||||
instance: {
|
||||
captureTaskCreated: vi.fn(),
|
||||
captureTaskRestarted: vi.fn(),
|
||||
},
|
||||
hasInstance: vi.fn().mockReturnValue(true),
|
||||
createInstance: vi.fn(),
|
||||
},
|
||||
BaseTelemetryClient: actual.BaseTelemetryClient || class BaseTelemetryClient {},
|
||||
}
|
||||
})
|
||||
|
||||
vi.mock("vscode", () => ({
|
||||
workspace: {
|
||||
getConfiguration: vi.fn().mockReturnValue({
|
||||
get: vi.fn().mockReturnValue(true),
|
||||
}),
|
||||
createFileSystemWatcher: vi.fn().mockReturnValue({
|
||||
onDidCreate: vi.fn(),
|
||||
onDidDelete: vi.fn(),
|
||||
onDidChange: vi.fn(),
|
||||
dispose: vi.fn(),
|
||||
}),
|
||||
onDidChangeWorkspaceFolders: vi.fn().mockReturnValue({
|
||||
dispose: vi.fn(),
|
||||
}),
|
||||
workspaceFolders: [],
|
||||
},
|
||||
window: {
|
||||
createTextEditorDecorationType: vi.fn().mockReturnValue({
|
||||
dispose: vi.fn(),
|
||||
}),
|
||||
},
|
||||
env: {
|
||||
language: "en",
|
||||
shell: "/bin/bash",
|
||||
},
|
||||
RelativePattern: vi.fn(),
|
||||
Uri: {
|
||||
file: vi.fn().mockImplementation((path) => ({ fsPath: path })),
|
||||
},
|
||||
}))
|
||||
|
||||
vi.mock("../../services/mcp/McpServerManager", () => ({
|
||||
McpServerManager: {
|
||||
getInstance: vi.fn().mockResolvedValue(null),
|
||||
},
|
||||
}))
|
||||
|
||||
vi.mock("../../services/mcp/McpHub", () => ({
|
||||
McpHub: vi.fn().mockImplementation(() => ({
|
||||
isConnecting: false,
|
||||
dispose: vi.fn(),
|
||||
})),
|
||||
}))
|
||||
|
||||
vi.mock("../../../utils/path", () => ({
|
||||
getWorkspacePath: vi.fn().mockReturnValue("/test/workspace"),
|
||||
}))
|
||||
|
||||
describe("Temperature Reduction on Tool Failure", () => {
|
||||
let mockProvider: any
|
||||
let mockApiConfig: any
|
||||
|
||||
beforeEach(() => {
|
||||
vi.clearAllMocks()
|
||||
|
||||
mockApiConfig = {
|
||||
apiProvider: "anthropic",
|
||||
apiKey: "test-key",
|
||||
modelTemperature: 0.8,
|
||||
}
|
||||
|
||||
mockProvider = {
|
||||
context: {
|
||||
globalStorageUri: { fsPath: "/test/storage" },
|
||||
globalState: {
|
||||
update: vi.fn().mockResolvedValue(undefined),
|
||||
get: vi.fn().mockResolvedValue(undefined),
|
||||
},
|
||||
},
|
||||
getState: vi.fn().mockResolvedValue({
|
||||
apiConfiguration: mockApiConfig,
|
||||
mcpEnabled: false, // Disable MCP for tests
|
||||
}),
|
||||
postStateToWebview: vi.fn().mockResolvedValue(undefined),
|
||||
postMessageToWebview: vi.fn().mockResolvedValue(undefined),
|
||||
updateTaskHistory: vi.fn().mockResolvedValue(undefined),
|
||||
ensureSettingsDirectoryExists: vi.fn().mockResolvedValue("/test/settings"),
|
||||
}
|
||||
|
||||
// Mock buildApiHandler
|
||||
const mockApi = {
|
||||
createMessage: vi.fn(),
|
||||
getModel: vi.fn().mockReturnValue({
|
||||
id: "test-model",
|
||||
info: {
|
||||
contextWindow: 100000,
|
||||
maxTokens: 4096,
|
||||
},
|
||||
}),
|
||||
}
|
||||
;(buildApiHandler as any).mockReturnValue(mockApi)
|
||||
})
|
||||
|
||||
it("should track original temperature on first API request", async () => {
|
||||
const task = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: mockApiConfig,
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
|
||||
// Mock the API stream response
|
||||
const mockStream = {
|
||||
async *[Symbol.asyncIterator]() {
|
||||
yield { type: "text", text: "response" } as ApiStreamChunk
|
||||
},
|
||||
async next() {
|
||||
return { done: true, value: { type: "text", text: "response" } as ApiStreamChunk }
|
||||
},
|
||||
async return() {
|
||||
return { done: true as const, value: undefined }
|
||||
},
|
||||
async throw(e: any) {
|
||||
throw e
|
||||
},
|
||||
[Symbol.asyncDispose]: async () => {},
|
||||
} as AsyncGenerator<ApiStreamChunk>
|
||||
|
||||
vi.spyOn(task.api, "createMessage").mockReturnValue(mockStream)
|
||||
|
||||
// Make an API request
|
||||
const iterator = task.attemptApiRequest(0)
|
||||
await iterator.next()
|
||||
|
||||
// Verify original temperature was stored
|
||||
expect((task as any).originalTemperature).toBe(0.8)
|
||||
expect((task as any).currentTemperature).toBe(0.8)
|
||||
})
|
||||
|
||||
it("should reduce temperature when retryWithReducedTemperature is called", async () => {
|
||||
const task = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: mockApiConfig,
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
|
||||
// Set initial temperature
|
||||
;(task as any).originalTemperature = 0.8
|
||||
;(task as any).currentTemperature = 0.8
|
||||
|
||||
// Mock say method
|
||||
const saySpy = vi.spyOn(task, "say").mockResolvedValue(undefined)
|
||||
|
||||
// Call retryWithReducedTemperature
|
||||
const canRetry = await task.retryWithReducedTemperature()
|
||||
|
||||
// Verify temperature was reduced
|
||||
expect(canRetry).toBe(true)
|
||||
expect((task as any).currentTemperature).toBe(0.4) // 0.8 * 0.5
|
||||
expect((task as any).temperatureReductionAttempts).toBe(1)
|
||||
|
||||
// Verify message was logged
|
||||
expect(saySpy).toHaveBeenCalledWith(
|
||||
"text",
|
||||
"Reducing temperature from 0.80 to 0.40 due to tool failure (attempt 1/3)",
|
||||
)
|
||||
})
|
||||
|
||||
it("should set shouldReduceTemperature flag when recordToolError is called", async () => {
|
||||
const task = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: mockApiConfig,
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
|
||||
// Initially should be false
|
||||
expect((task as any).shouldReduceTemperature).toBe(false)
|
||||
|
||||
// Record a tool error
|
||||
task.recordToolError("write_to_file", "File write failed")
|
||||
|
||||
// Flag should be set
|
||||
expect((task as any).shouldReduceTemperature).toBe(true)
|
||||
})
|
||||
|
||||
it("should not allow temperature reduction beyond max attempts", async () => {
|
||||
const task = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: mockApiConfig,
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
|
||||
// Set temperature reduction attempts to max
|
||||
;(task as any).temperatureReductionAttempts = 3
|
||||
;(task as any).currentTemperature = 0.1
|
||||
|
||||
// Mock say method
|
||||
const saySpy = vi.spyOn(task, "say").mockResolvedValue(undefined)
|
||||
|
||||
// Call retryWithReducedTemperature
|
||||
const canRetry = await task.retryWithReducedTemperature()
|
||||
|
||||
// Should not allow retry
|
||||
expect(canRetry).toBe(false)
|
||||
expect((task as any).temperatureReductionAttempts).toBe(3) // No increment
|
||||
|
||||
// Verify error message
|
||||
expect(saySpy).toHaveBeenCalledWith(
|
||||
"error",
|
||||
"Maximum temperature reduction attempts (3) reached. Cannot reduce temperature further.",
|
||||
)
|
||||
})
|
||||
|
||||
it("should handle temperature reduction to minimum value", async () => {
|
||||
const task = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: mockApiConfig,
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
|
||||
// Set very low temperature
|
||||
;(task as any).currentTemperature = 0.1
|
||||
|
||||
// Mock say method
|
||||
vi.spyOn(task, "say").mockResolvedValue(undefined)
|
||||
|
||||
// Call retryWithReducedTemperature
|
||||
const canRetry = await task.retryWithReducedTemperature()
|
||||
|
||||
// Should allow retry but temperature should be at minimum
|
||||
expect(canRetry).toBe(true)
|
||||
expect((task as any).currentTemperature).toBe(0.05) // 0.1 * 0.5
|
||||
})
|
||||
|
||||
it("should use temperature override in attemptApiRequest", async () => {
|
||||
const task = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: mockApiConfig,
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
|
||||
// Mock the API stream response
|
||||
const mockStream = {
|
||||
async *[Symbol.asyncIterator]() {
|
||||
yield { type: "text", text: "response" } as ApiStreamChunk
|
||||
},
|
||||
async next() {
|
||||
return { done: true, value: { type: "text", text: "response" } as ApiStreamChunk }
|
||||
},
|
||||
async return() {
|
||||
return { done: true as const, value: undefined }
|
||||
},
|
||||
async throw(e: any) {
|
||||
throw e
|
||||
},
|
||||
[Symbol.asyncDispose]: async () => {},
|
||||
} as AsyncGenerator<ApiStreamChunk>
|
||||
|
||||
vi.spyOn(task.api, "createMessage").mockReturnValue(mockStream)
|
||||
|
||||
// Make an API request with temperature override
|
||||
const iterator = task.attemptApiRequest(0, 0.3)
|
||||
await iterator.next()
|
||||
|
||||
// Verify temperature was set
|
||||
expect((task as any).currentTemperature).toBe(0.3)
|
||||
|
||||
// Verify buildApiHandler was called with modified config
|
||||
expect(buildApiHandler).toHaveBeenCalledWith(
|
||||
expect.objectContaining({
|
||||
modelTemperature: 0.3,
|
||||
}),
|
||||
)
|
||||
})
|
||||
|
||||
it("should handle undefined temperature gracefully", async () => {
|
||||
const task = new Task({
|
||||
provider: mockProvider,
|
||||
apiConfiguration: { ...mockApiConfig, modelTemperature: undefined },
|
||||
task: "test task",
|
||||
startTask: false,
|
||||
})
|
||||
|
||||
// Mock say method
|
||||
vi.spyOn(task, "say").mockResolvedValue(undefined)
|
||||
|
||||
// Call retryWithReducedTemperature
|
||||
const canRetry = await task.retryWithReducedTemperature()
|
||||
|
||||
// Should handle undefined temperature
|
||||
expect(canRetry).toBe(true)
|
||||
expect((task as any).currentTemperature).toBe(0.5) // 1.0 (default) * 0.5
|
||||
})
|
||||
})
|
||||
Loading…
Add table
Reference in a new issue