mirror of
https://github.com/google-gemini/gemini-cli.git
synced 2026-03-12 15:10:59 -07:00
Co-authored-by: matt korwel <matt.korwel@gmail.com>
This commit is contained in:
@@ -8,6 +8,7 @@ import { describe, it, expect } from 'vitest';
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import {
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resolveModel,
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resolveClassifierModel,
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isGemini3Model,
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isGemini2Model,
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isAutoModel,
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getDisplayString,
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@@ -25,6 +26,29 @@ import {
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DEFAULT_GEMINI_MODEL_AUTO,
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} from './models.js';
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describe('isGemini3Model', () => {
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it('should return true for gemini-3 models', () => {
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expect(isGemini3Model('gemini-3-pro-preview')).toBe(true);
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expect(isGemini3Model('gemini-3-flash-preview')).toBe(true);
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});
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it('should return true for aliases that resolve to Gemini 3', () => {
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expect(isGemini3Model(GEMINI_MODEL_ALIAS_AUTO, true)).toBe(true);
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expect(isGemini3Model(GEMINI_MODEL_ALIAS_PRO, true)).toBe(true);
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expect(isGemini3Model(PREVIEW_GEMINI_MODEL_AUTO)).toBe(true);
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});
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it('should return false for Gemini 2 models', () => {
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expect(isGemini3Model('gemini-2.5-pro')).toBe(false);
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expect(isGemini3Model('gemini-2.5-flash')).toBe(false);
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expect(isGemini3Model(DEFAULT_GEMINI_MODEL_AUTO)).toBe(false);
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});
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it('should return false for arbitrary strings', () => {
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expect(isGemini3Model('gpt-4')).toBe(false);
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});
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});
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describe('getDisplayString', () => {
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it('should return Auto (Gemini 3) for preview auto model', () => {
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expect(getDisplayString(PREVIEW_GEMINI_MODEL_AUTO)).toBe('Auto (Gemini 3)');
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@@ -137,6 +137,21 @@ export function isPreviewModel(model: string): boolean {
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);
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}
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/**
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* Checks if the model is a Gemini 3 model.
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*
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* @param model The model name to check.
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* @param previewFeaturesEnabled A boolean indicating if preview features are enabled.
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* @returns True if the model is a Gemini 3 model.
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*/
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export function isGemini3Model(
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model: string,
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previewFeaturesEnabled: boolean = false,
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): boolean {
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const resolved = resolveModel(model, previewFeaturesEnabled);
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return /^gemini-3(\.|-|$)/.test(resolved);
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}
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/**
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* Checks if the model is a Gemini 2.x model.
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*
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@@ -4,19 +4,16 @@
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* SPDX-License-Identifier: Apache-2.0
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*/
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import { describe, it, expect, vi, beforeEach } from 'vitest';
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import { describe, it, expect, vi, beforeEach, type Mock } from 'vitest';
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import { ClassifierStrategy } from './classifierStrategy.js';
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import type { RoutingContext } from '../routingStrategy.js';
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import type { Config } from '../../config/config.js';
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import type { BaseLlmClient } from '../../core/baseLlmClient.js';
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import {
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isFunctionCall,
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isFunctionResponse,
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} from '../../utils/messageInspectors.js';
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import {
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DEFAULT_GEMINI_FLASH_MODEL,
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DEFAULT_GEMINI_MODEL,
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DEFAULT_GEMINI_MODEL_AUTO,
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PREVIEW_GEMINI_MODEL_AUTO,
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} from '../../config/models.js';
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import { promptIdContext } from '../../utils/promptIdContext.js';
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import type { Content } from '@google/genai';
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@@ -31,6 +28,9 @@ describe('ClassifierStrategy', () => {
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let mockConfig: Config;
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let mockBaseLlmClient: BaseLlmClient;
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let mockResolvedConfig: ResolvedModelConfig;
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let mockGetModel: Mock;
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let mockGetNumericalRoutingEnabled: Mock;
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let mockGenerateJson: Mock;
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beforeEach(() => {
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vi.clearAllMocks();
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@@ -46,23 +46,30 @@ describe('ClassifierStrategy', () => {
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model: 'classifier',
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generateContentConfig: {},
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} as unknown as ResolvedModelConfig;
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mockGetModel = vi.fn().mockReturnValue(DEFAULT_GEMINI_MODEL_AUTO);
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mockGetNumericalRoutingEnabled = vi.fn().mockResolvedValue(false);
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mockGenerateJson = vi.fn();
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mockConfig = {
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modelConfigService: {
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getResolvedConfig: vi.fn().mockReturnValue(mockResolvedConfig),
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},
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getModel: () => DEFAULT_GEMINI_MODEL_AUTO,
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getModel: mockGetModel,
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getPreviewFeatures: () => false,
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getNumericalRoutingEnabled: vi.fn().mockResolvedValue(false),
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getNumericalRoutingEnabled: mockGetNumericalRoutingEnabled,
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} as unknown as Config;
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mockBaseLlmClient = {
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generateJson: vi.fn(),
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generateJson: mockGenerateJson,
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} as unknown as BaseLlmClient;
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vi.spyOn(promptIdContext, 'getStore').mockReturnValue('test-prompt-id');
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});
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it('should return null if numerical routing is enabled', async () => {
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vi.mocked(mockConfig.getNumericalRoutingEnabled).mockResolvedValue(true);
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it('should return null if numerical routing is enabled and model is Gemini 3', async () => {
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mockGetNumericalRoutingEnabled.mockResolvedValue(true);
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mockGetModel.mockReturnValue(PREVIEW_GEMINI_MODEL_AUTO);
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const decision = await strategy.route(
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mockContext,
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@@ -71,7 +78,25 @@ describe('ClassifierStrategy', () => {
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);
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expect(decision).toBeNull();
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expect(mockBaseLlmClient.generateJson).not.toHaveBeenCalled();
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expect(mockGenerateJson).not.toHaveBeenCalled();
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});
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it('should NOT return null if numerical routing is enabled but model is NOT Gemini 3', async () => {
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mockGetNumericalRoutingEnabled.mockResolvedValue(true);
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mockGetModel.mockReturnValue(DEFAULT_GEMINI_MODEL_AUTO);
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mockGenerateJson.mockResolvedValue({
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reasoning: 'test',
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model_choice: 'flash',
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});
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const decision = await strategy.route(
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mockContext,
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mockConfig,
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mockBaseLlmClient,
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);
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expect(decision).not.toBeNull();
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expect(mockGenerateJson).toHaveBeenCalled();
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});
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it('should call generateJson with the correct parameters', async () => {
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@@ -79,13 +104,11 @@ describe('ClassifierStrategy', () => {
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reasoning: 'Simple task',
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model_choice: 'flash',
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};
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vi.mocked(mockBaseLlmClient.generateJson).mockResolvedValue(
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mockApiResponse,
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);
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mockGenerateJson.mockResolvedValue(mockApiResponse);
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await strategy.route(mockContext, mockConfig, mockBaseLlmClient);
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expect(mockBaseLlmClient.generateJson).toHaveBeenCalledWith(
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expect(mockGenerateJson).toHaveBeenCalledWith(
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expect.objectContaining({
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modelConfigKey: { model: mockResolvedConfig.model },
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promptId: 'test-prompt-id',
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@@ -98,9 +121,7 @@ describe('ClassifierStrategy', () => {
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reasoning: 'This is a simple task.',
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model_choice: 'flash',
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};
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vi.mocked(mockBaseLlmClient.generateJson).mockResolvedValue(
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mockApiResponse,
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);
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mockGenerateJson.mockResolvedValue(mockApiResponse);
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const decision = await strategy.route(
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mockContext,
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@@ -108,7 +129,7 @@ describe('ClassifierStrategy', () => {
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mockBaseLlmClient,
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);
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expect(mockBaseLlmClient.generateJson).toHaveBeenCalledOnce();
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expect(mockGenerateJson).toHaveBeenCalledOnce();
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expect(decision).toEqual({
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model: DEFAULT_GEMINI_FLASH_MODEL,
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metadata: {
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@@ -124,9 +145,7 @@ describe('ClassifierStrategy', () => {
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reasoning: 'This is a complex task.',
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model_choice: 'pro',
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};
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vi.mocked(mockBaseLlmClient.generateJson).mockResolvedValue(
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mockApiResponse,
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);
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mockGenerateJson.mockResolvedValue(mockApiResponse);
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mockContext.request = [{ text: 'how do I build a spaceship?' }];
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const decision = await strategy.route(
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@@ -135,7 +154,7 @@ describe('ClassifierStrategy', () => {
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mockBaseLlmClient,
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);
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expect(mockBaseLlmClient.generateJson).toHaveBeenCalledOnce();
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expect(mockGenerateJson).toHaveBeenCalledOnce();
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expect(decision).toEqual({
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model: DEFAULT_GEMINI_MODEL,
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metadata: {
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@@ -151,7 +170,7 @@ describe('ClassifierStrategy', () => {
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.spyOn(debugLogger, 'warn')
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.mockImplementation(() => {});
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const testError = new Error('API Failure');
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vi.mocked(mockBaseLlmClient.generateJson).mockRejectedValue(testError);
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mockGenerateJson.mockRejectedValue(testError);
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const decision = await strategy.route(
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mockContext,
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@@ -172,9 +191,7 @@ describe('ClassifierStrategy', () => {
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reasoning: 'This is a simple task.',
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// model_choice is missing, which will cause a Zod parsing error.
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};
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vi.mocked(mockBaseLlmClient.generateJson).mockResolvedValue(
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malformedApiResponse,
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);
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mockGenerateJson.mockResolvedValue(malformedApiResponse);
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const decision = await strategy.route(
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mockContext,
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@@ -203,14 +220,11 @@ describe('ClassifierStrategy', () => {
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reasoning: 'Simple.',
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model_choice: 'flash',
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};
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vi.mocked(mockBaseLlmClient.generateJson).mockResolvedValue(
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mockApiResponse,
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);
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mockGenerateJson.mockResolvedValue(mockApiResponse);
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await strategy.route(mockContext, mockConfig, mockBaseLlmClient);
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const generateJsonCall = vi.mocked(mockBaseLlmClient.generateJson).mock
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.calls[0][0];
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const generateJsonCall = mockGenerateJson.mock.calls[0][0];
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const contents = generateJsonCall.contents;
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const expectedContents = [
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@@ -239,14 +253,11 @@ describe('ClassifierStrategy', () => {
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reasoning: 'Simple.',
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model_choice: 'flash',
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};
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vi.mocked(mockBaseLlmClient.generateJson).mockResolvedValue(
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mockApiResponse,
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);
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mockGenerateJson.mockResolvedValue(mockApiResponse);
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await strategy.route(mockContext, mockConfig, mockBaseLlmClient);
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const generateJsonCall = vi.mocked(mockBaseLlmClient.generateJson).mock
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.calls[0][0];
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const generateJsonCall = mockGenerateJson.mock.calls[0][0];
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const contents = generateJsonCall.contents;
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// Manually calculate what the history should be
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@@ -254,7 +265,10 @@ describe('ClassifierStrategy', () => {
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const HISTORY_TURNS_FOR_CONTEXT = 4;
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const historySlice = longHistory.slice(-HISTORY_SEARCH_WINDOW);
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const cleanHistory = historySlice.filter(
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(content) => !isFunctionCall(content) && !isFunctionResponse(content),
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// eslint-disable-next-line @typescript-eslint/no-explicit-any
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(content: any) =>
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!content.parts?.[0]?.functionCall &&
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!content.parts?.[0]?.functionResponse,
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);
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const finalHistory = cleanHistory.slice(-HISTORY_TURNS_FOR_CONTEXT);
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@@ -275,14 +289,11 @@ describe('ClassifierStrategy', () => {
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reasoning: 'Simple.',
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model_choice: 'flash',
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};
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vi.mocked(mockBaseLlmClient.generateJson).mockResolvedValue(
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mockApiResponse,
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);
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mockGenerateJson.mockResolvedValue(mockApiResponse);
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await strategy.route(mockContext, mockConfig, mockBaseLlmClient);
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const generateJsonCall = vi.mocked(mockBaseLlmClient.generateJson).mock
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.calls[0][0];
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const generateJsonCall = mockGenerateJson.mock.calls[0][0];
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expect(generateJsonCall.promptId).toMatch(
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/^classifier-router-fallback-\d+-\w+$/,
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@@ -301,9 +312,7 @@ describe('ClassifierStrategy', () => {
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reasoning: 'Choice is flash',
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model_choice: 'flash',
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};
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vi.mocked(mockBaseLlmClient.generateJson).mockResolvedValue(
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mockApiResponse,
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);
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mockGenerateJson.mockResolvedValue(mockApiResponse);
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const contextWithRequestedModel = {
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...mockContext,
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@@ -12,7 +12,7 @@ import type {
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RoutingDecision,
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RoutingStrategy,
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} from '../routingStrategy.js';
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import { resolveClassifierModel } from '../../config/models.js';
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import { resolveClassifierModel, isGemini3Model } from '../../config/models.js';
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import { createUserContent, Type } from '@google/genai';
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import type { Config } from '../../config/config.js';
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import {
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@@ -133,7 +133,12 @@ export class ClassifierStrategy implements RoutingStrategy {
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): Promise<RoutingDecision | null> {
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const startTime = Date.now();
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try {
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if (await config.getNumericalRoutingEnabled()) {
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const model = context.requestedModel ?? config.getModel();
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const previewFeaturesEnabled = config.getPreviewFeatures();
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if (
|
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(await config.getNumericalRoutingEnabled()) &&
|
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isGemini3Model(model, previewFeaturesEnabled)
|
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) {
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return null;
|
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}
|
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|
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@@ -164,7 +169,7 @@ export class ClassifierStrategy implements RoutingStrategy {
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const reasoning = routerResponse.reasoning;
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const latencyMs = Date.now() - startTime;
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const selectedModel = resolveClassifierModel(
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context.requestedModel ?? config.getModel(),
|
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model,
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routerResponse.model_choice,
|
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config.getPreviewFeatures(),
|
||||
);
|
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|
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@@ -10,9 +10,12 @@ import type { RoutingContext } from '../routingStrategy.js';
|
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import type { Config } from '../../config/config.js';
|
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import type { BaseLlmClient } from '../../core/baseLlmClient.js';
|
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import {
|
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DEFAULT_GEMINI_FLASH_MODEL,
|
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DEFAULT_GEMINI_MODEL,
|
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PREVIEW_GEMINI_FLASH_MODEL,
|
||||
PREVIEW_GEMINI_MODEL,
|
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DEFAULT_GEMINI_MODEL_AUTO,
|
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DEFAULT_GEMINI_MODEL,
|
||||
PREVIEW_GEMINI_MODEL_AUTO,
|
||||
GEMINI_MODEL_ALIAS_AUTO,
|
||||
} from '../../config/models.js';
|
||||
import { promptIdContext } from '../../utils/promptIdContext.js';
|
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import type { Content } from '@google/genai';
|
||||
@@ -46,7 +49,7 @@ describe('NumericalClassifierStrategy', () => {
|
||||
modelConfigService: {
|
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getResolvedConfig: vi.fn().mockReturnValue(mockResolvedConfig),
|
||||
},
|
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getModel: () => DEFAULT_GEMINI_MODEL_AUTO,
|
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getModel: vi.fn().mockReturnValue(PREVIEW_GEMINI_MODEL_AUTO),
|
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getPreviewFeatures: () => false,
|
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getSessionId: vi.fn().mockReturnValue('control-group-id'), // Default to Control Group (Hash 71 >= 50)
|
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getNumericalRoutingEnabled: vi.fn().mockResolvedValue(true),
|
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@@ -76,6 +79,54 @@ describe('NumericalClassifierStrategy', () => {
|
||||
expect(mockBaseLlmClient.generateJson).not.toHaveBeenCalled();
|
||||
});
|
||||
|
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it('should return null if the model is not a Gemini 3 model', async () => {
|
||||
vi.mocked(mockConfig.getModel).mockReturnValue(DEFAULT_GEMINI_MODEL_AUTO);
|
||||
|
||||
const decision = await strategy.route(
|
||||
mockContext,
|
||||
mockConfig,
|
||||
mockBaseLlmClient,
|
||||
);
|
||||
|
||||
expect(decision).toBeNull();
|
||||
expect(mockBaseLlmClient.generateJson).not.toHaveBeenCalled();
|
||||
});
|
||||
|
||||
it('should return null if the model is explicitly a Gemini 2 model', async () => {
|
||||
vi.mocked(mockConfig.getModel).mockReturnValue(DEFAULT_GEMINI_MODEL);
|
||||
|
||||
const decision = await strategy.route(
|
||||
mockContext,
|
||||
mockConfig,
|
||||
mockBaseLlmClient,
|
||||
);
|
||||
|
||||
expect(decision).toBeNull();
|
||||
expect(mockBaseLlmClient.generateJson).not.toHaveBeenCalled();
|
||||
});
|
||||
|
||||
it('should return a decision if model is auto and preview features are enabled (resolves to Gemini 3)', async () => {
|
||||
vi.mocked(mockConfig.getModel).mockReturnValue(GEMINI_MODEL_ALIAS_AUTO);
|
||||
vi.spyOn(mockConfig, 'getPreviewFeatures').mockReturnValue(true);
|
||||
|
||||
const mockApiResponse = {
|
||||
complexity_reasoning: 'Simple task',
|
||||
complexity_score: 10,
|
||||
};
|
||||
vi.mocked(mockBaseLlmClient.generateJson).mockResolvedValue(
|
||||
mockApiResponse,
|
||||
);
|
||||
|
||||
const decision = await strategy.route(
|
||||
mockContext,
|
||||
mockConfig,
|
||||
mockBaseLlmClient,
|
||||
);
|
||||
|
||||
expect(decision).not.toBeNull();
|
||||
expect(mockBaseLlmClient.generateJson).toHaveBeenCalled();
|
||||
});
|
||||
|
||||
it('should call generateJson with the correct parameters and wrapped user content', async () => {
|
||||
const mockApiResponse = {
|
||||
complexity_reasoning: 'Simple task',
|
||||
@@ -120,7 +171,7 @@ describe('NumericalClassifierStrategy', () => {
|
||||
);
|
||||
|
||||
expect(decision).toEqual({
|
||||
model: DEFAULT_GEMINI_FLASH_MODEL,
|
||||
model: PREVIEW_GEMINI_FLASH_MODEL,
|
||||
metadata: {
|
||||
source: 'NumericalClassifier (Control)',
|
||||
latencyMs: expect.any(Number),
|
||||
@@ -146,7 +197,7 @@ describe('NumericalClassifierStrategy', () => {
|
||||
);
|
||||
|
||||
expect(decision).toEqual({
|
||||
model: DEFAULT_GEMINI_MODEL,
|
||||
model: PREVIEW_GEMINI_MODEL,
|
||||
metadata: {
|
||||
source: 'NumericalClassifier (Control)',
|
||||
latencyMs: expect.any(Number),
|
||||
@@ -172,7 +223,7 @@ describe('NumericalClassifierStrategy', () => {
|
||||
);
|
||||
|
||||
expect(decision).toEqual({
|
||||
model: DEFAULT_GEMINI_FLASH_MODEL, // Routed to Flash because 60 < 80
|
||||
model: PREVIEW_GEMINI_FLASH_MODEL, // Routed to Flash because 60 < 80
|
||||
metadata: {
|
||||
source: 'NumericalClassifier (Strict)',
|
||||
latencyMs: expect.any(Number),
|
||||
@@ -198,7 +249,7 @@ describe('NumericalClassifierStrategy', () => {
|
||||
);
|
||||
|
||||
expect(decision).toEqual({
|
||||
model: DEFAULT_GEMINI_MODEL,
|
||||
model: PREVIEW_GEMINI_MODEL,
|
||||
metadata: {
|
||||
source: 'NumericalClassifier (Strict)',
|
||||
latencyMs: expect.any(Number),
|
||||
@@ -226,7 +277,7 @@ describe('NumericalClassifierStrategy', () => {
|
||||
);
|
||||
|
||||
expect(decision).toEqual({
|
||||
model: DEFAULT_GEMINI_FLASH_MODEL, // Score 60 < Threshold 70
|
||||
model: PREVIEW_GEMINI_FLASH_MODEL, // Score 60 < Threshold 70
|
||||
metadata: {
|
||||
source: 'NumericalClassifier (Remote)',
|
||||
latencyMs: expect.any(Number),
|
||||
@@ -252,7 +303,7 @@ describe('NumericalClassifierStrategy', () => {
|
||||
);
|
||||
|
||||
expect(decision).toEqual({
|
||||
model: DEFAULT_GEMINI_FLASH_MODEL, // Score 40 < Threshold 45.5
|
||||
model: PREVIEW_GEMINI_FLASH_MODEL, // Score 40 < Threshold 45.5
|
||||
metadata: {
|
||||
source: 'NumericalClassifier (Remote)',
|
||||
latencyMs: expect.any(Number),
|
||||
@@ -278,7 +329,7 @@ describe('NumericalClassifierStrategy', () => {
|
||||
);
|
||||
|
||||
expect(decision).toEqual({
|
||||
model: DEFAULT_GEMINI_MODEL, // Score 35 >= Threshold 30
|
||||
model: PREVIEW_GEMINI_MODEL, // Score 35 >= Threshold 30
|
||||
metadata: {
|
||||
source: 'NumericalClassifier (Remote)',
|
||||
latencyMs: expect.any(Number),
|
||||
@@ -306,7 +357,7 @@ describe('NumericalClassifierStrategy', () => {
|
||||
);
|
||||
|
||||
expect(decision).toEqual({
|
||||
model: DEFAULT_GEMINI_FLASH_MODEL, // Score 40 < Default A/B Threshold 50
|
||||
model: PREVIEW_GEMINI_FLASH_MODEL, // Score 40 < Default A/B Threshold 50
|
||||
metadata: {
|
||||
source: 'NumericalClassifier (Control)',
|
||||
latencyMs: expect.any(Number),
|
||||
@@ -333,7 +384,7 @@ describe('NumericalClassifierStrategy', () => {
|
||||
);
|
||||
|
||||
expect(decision).toEqual({
|
||||
model: DEFAULT_GEMINI_FLASH_MODEL,
|
||||
model: PREVIEW_GEMINI_FLASH_MODEL,
|
||||
metadata: {
|
||||
source: 'NumericalClassifier (Control)',
|
||||
latencyMs: expect.any(Number),
|
||||
@@ -360,7 +411,7 @@ describe('NumericalClassifierStrategy', () => {
|
||||
);
|
||||
|
||||
expect(decision).toEqual({
|
||||
model: DEFAULT_GEMINI_MODEL,
|
||||
model: PREVIEW_GEMINI_MODEL,
|
||||
metadata: {
|
||||
source: 'NumericalClassifier (Control)',
|
||||
latencyMs: expect.any(Number),
|
||||
|
||||
@@ -12,7 +12,7 @@ import type {
|
||||
RoutingDecision,
|
||||
RoutingStrategy,
|
||||
} from '../routingStrategy.js';
|
||||
import { resolveClassifierModel } from '../../config/models.js';
|
||||
import { resolveClassifierModel, isGemini3Model } from '../../config/models.js';
|
||||
import { createUserContent, Type } from '@google/genai';
|
||||
import type { Config } from '../../config/config.js';
|
||||
import { debugLogger } from '../../utils/debugLogger.js';
|
||||
@@ -134,10 +134,16 @@ export class NumericalClassifierStrategy implements RoutingStrategy {
|
||||
): Promise<RoutingDecision | null> {
|
||||
const startTime = Date.now();
|
||||
try {
|
||||
const model = context.requestedModel ?? config.getModel();
|
||||
const previewFeaturesEnabled = config.getPreviewFeatures();
|
||||
if (!(await config.getNumericalRoutingEnabled())) {
|
||||
return null;
|
||||
}
|
||||
|
||||
if (!isGemini3Model(model, previewFeaturesEnabled)) {
|
||||
return null;
|
||||
}
|
||||
|
||||
const promptId = getPromptIdWithFallback('classifier-router');
|
||||
|
||||
const finalHistory = context.history.slice(-HISTORY_TURNS_FOR_CONTEXT);
|
||||
@@ -177,7 +183,7 @@ export class NumericalClassifierStrategy implements RoutingStrategy {
|
||||
);
|
||||
|
||||
const selectedModel = resolveClassifierModel(
|
||||
config.getModel(),
|
||||
model,
|
||||
modelAlias,
|
||||
config.getPreviewFeatures(),
|
||||
);
|
||||
|
||||
Reference in New Issue
Block a user