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feat: optimize Bedrock model configuration performance [close: #5419, #5420] #5434
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225 changes: 225 additions & 0 deletions
225
src/api/providers/__tests__/bedrock-cache-strategy.spec.ts
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| @@ -0,0 +1,225 @@ | ||
| // npx vitest run src/api/providers/__tests__/bedrock-cache-strategy.spec.ts | ||
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| import { describe, it, expect, beforeEach, vi } from "vitest" | ||
| import { AwsBedrockHandler } from "../bedrock" | ||
| import type { ProviderSettings } from "@roo-code/types" | ||
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| // Mock AWS SDK | ||
| vi.mock("@aws-sdk/client-bedrock-runtime", () => { | ||
| return { | ||
| BedrockRuntimeClient: vi.fn().mockImplementation(() => ({ | ||
| send: vi.fn(), | ||
| })), | ||
| ConverseStreamCommand: vi.fn(), | ||
| ConverseCommand: vi.fn(), | ||
| } | ||
| }) | ||
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| describe("Bedrock Cache Strategy", () => { | ||
| // Helper function to create a handler with specific options | ||
| function createHandler(overrides: Partial<ProviderSettings> = {}): AwsBedrockHandler { | ||
| const defaultOptions: ProviderSettings = { | ||
| apiModelId: "anthropic.claude-3-5-sonnet-20241022-v2:0", | ||
| apiProvider: "bedrock", | ||
| awsAccessKey: "test-access-key", | ||
| awsSecretKey: "test-secret-key", | ||
| awsRegion: "us-east-1", | ||
| ...overrides, | ||
| } | ||
| return new AwsBedrockHandler(defaultOptions) | ||
| } | ||
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| describe("ModelConfigCache", () => { | ||
| it("should cache and retrieve model config", () => { | ||
| const handler1 = createHandler() | ||
| const handler2 = createHandler() | ||
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| // First call should compute the config | ||
| const config1 = handler1.getModel() | ||
| expect(config1).toBeDefined() | ||
| expect(config1.id).toBe("anthropic.claude-3-5-sonnet-20241022-v2:0") | ||
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| // Second call with same settings should return cached result | ||
| const config2 = handler2.getModel() | ||
| expect(config2).toEqual(config1) | ||
| }) | ||
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| it("should return different configs for different settings", () => { | ||
| const handler1 = createHandler({ | ||
| apiModelId: "anthropic.claude-3-5-sonnet-20241022-v2:0", | ||
| }) | ||
| const handler2 = createHandler({ | ||
| apiModelId: "anthropic.claude-3-haiku-20240307-v1:0", | ||
| }) | ||
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| const config1 = handler1.getModel() | ||
| const config2 = handler2.getModel() | ||
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| expect(config1.id).toBe("anthropic.claude-3-5-sonnet-20241022-v2:0") | ||
| expect(config2.id).toBe("anthropic.claude-3-haiku-20240307-v1:0") | ||
| expect(config1).not.toEqual(config2) | ||
| }) | ||
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| it("should handle custom ARN configurations", () => { | ||
| const handler = createHandler({ | ||
| awsCustomArn: "arn:aws:bedrock:us-east-1::foundation-model/anthropic.claude-3-sonnet-20240229-v1:0", | ||
| }) | ||
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| const config = handler.getModel() | ||
| expect(config).toBeDefined() | ||
| expect(config.id).toBe("anthropic.claude-3-sonnet-20240229-v1:0") | ||
| }) | ||
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| it("should handle cross-region inference configurations", () => { | ||
| const handler1 = createHandler({ | ||
| apiModelId: "anthropic.claude-3-5-sonnet-20241022-v2:0", | ||
| awsUseCrossRegionInference: false, | ||
| }) | ||
| const handler2 = createHandler({ | ||
| apiModelId: "anthropic.claude-3-5-sonnet-20241022-v2:0", | ||
| awsUseCrossRegionInference: true, | ||
| }) | ||
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| const config1 = handler1.getModel() | ||
| const config2 = handler2.getModel() | ||
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| // Cross-region inference should affect the model ID | ||
| expect(config1.id).toBe("anthropic.claude-3-5-sonnet-20241022-v2:0") | ||
| expect(config2.id).toBe("us.anthropic.claude-3-5-sonnet-20241022-v2:0") | ||
| }) | ||
| }) | ||
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| describe("Cache Key Generation", () => { | ||
| it("should generate different cache keys for different configurations", () => { | ||
| const handler1 = createHandler({ | ||
| apiModelId: "anthropic.claude-3-5-sonnet-20241022-v2:0", | ||
| modelMaxTokens: 4000, | ||
| }) | ||
| const handler2 = createHandler({ | ||
| apiModelId: "anthropic.claude-3-5-sonnet-20241022-v2:0", | ||
| modelMaxTokens: 8000, | ||
| }) | ||
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| // Access private method to test cache key generation | ||
| const cache1 = (handler1 as any).modelConfigCache | ||
| const cache2 = (handler2 as any).modelConfigCache | ||
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| const key1 = cache1.generateCacheKey((handler1 as any).options) | ||
| const key2 = cache2.generateCacheKey((handler2 as any).options) | ||
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| expect(key1).not.toBe(key2) | ||
| }) | ||
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| it("should generate same cache keys for identical configurations", () => { | ||
| const options = { | ||
| apiModelId: "anthropic.claude-3-5-sonnet-20241022-v2:0", | ||
| awsRegion: "us-east-1", | ||
| modelMaxTokens: 4000, | ||
| } | ||
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| const handler1 = createHandler(options) | ||
| const handler2 = createHandler(options) | ||
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| const cache1 = (handler1 as any).modelConfigCache | ||
| const cache2 = (handler2 as any).modelConfigCache | ||
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| const key1 = cache1.generateCacheKey((handler1 as any).options) | ||
| const key2 = cache2.generateCacheKey((handler2 as any).options) | ||
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| expect(key1).toBe(key2) | ||
| }) | ||
| }) | ||
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| describe("Cache Invalidation", () => { | ||
| it("should clear cache when clearCacheIfNeeded is called", () => { | ||
| const handler = createHandler() | ||
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| // First call should compute and cache the config | ||
| const config1 = handler.getModel() | ||
| expect(config1).toBeDefined() | ||
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| // Clear cache manually | ||
| ;(handler as any).clearCacheIfNeeded() | ||
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| // Second call should recompute (we can't directly verify this without spying on the computeModelConfig method) | ||
| const config2 = handler.getModel() | ||
| expect(config2).toEqual(config1) // Should be the same config but recomputed | ||
| }) | ||
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| it("should handle cache clear without errors", () => { | ||
| const handler = createHandler() | ||
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| // Clear cache when empty - should not throw | ||
| expect(() => { | ||
| ;(handler as any).clearCacheIfNeeded() | ||
| }).not.toThrow() | ||
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| // Clear cache after use - should not throw | ||
| handler.getModel() | ||
| expect(() => { | ||
| ;(handler as any).clearCacheIfNeeded() | ||
| }).not.toThrow() | ||
| }) | ||
| }) | ||
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| describe("Performance Benefits", () => { | ||
| it("should reduce computation time on subsequent calls", () => { | ||
| const handler = createHandler() | ||
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| // Mock the computeModelConfig method to track calls | ||
| const computeModelConfigSpy = vi.spyOn(handler as any, "computeModelConfig") | ||
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| // First call should compute | ||
| handler.getModel() | ||
| expect(computeModelConfigSpy).toHaveBeenCalledTimes(1) | ||
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| // Second call should use cache | ||
| handler.getModel() | ||
| expect(computeModelConfigSpy).toHaveBeenCalledTimes(1) // Still 1, not 2 | ||
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| computeModelConfigSpy.mockRestore() | ||
| }) | ||
| }) | ||
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| describe("Edge Cases", () => { | ||
| it("should handle empty or undefined model configurations", () => { | ||
| const handler = createHandler({ | ||
| apiModelId: "", | ||
| }) | ||
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| expect(() => { | ||
| handler.getModel() | ||
| }).not.toThrow() | ||
| }) | ||
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| it("should handle temperature overrides correctly", () => { | ||
| const handler1 = createHandler({ | ||
| modelTemperature: 0.5, | ||
| }) | ||
| const handler2 = createHandler({ | ||
| modelTemperature: 0.7, | ||
| }) | ||
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| const config1 = handler1.getModel() | ||
| const config2 = handler2.getModel() | ||
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| expect(config1.temperature).toBe(0.5) | ||
| expect(config2.temperature).toBe(0.7) | ||
| }) | ||
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| it("should handle context window overrides correctly", () => { | ||
| const handler1 = createHandler({ | ||
| awsModelContextWindow: 100000, | ||
| }) | ||
| const handler2 = createHandler({ | ||
| awsModelContextWindow: 200000, | ||
| }) | ||
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| const config1 = handler1.getModel() | ||
| const config2 = handler2.getModel() | ||
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| expect(config1.info.contextWindow).toBe(100000) | ||
| expect(config2.info.contextWindow).toBe(200000) | ||
| }) | ||
| }) | ||
| }) | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
|
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@@ -122,7 +122,7 @@ describe("AwsBedrockHandler with invokedModelId", () => { | |
| trace: { | ||
| promptRouter: { | ||
| invokedModelId: | ||
| "arn:aws:bedrock:us-west-2:699475926481:inference-profile/us.anthropic.claude-2-1-v1:0", | ||
| "arn:aws:bedrock:us-west-2:699475926481:inference-profile/us.anthropic.claude-3-5-sonnet-20241022-v2:0", | ||
| usage: { | ||
| inputTokens: 150, | ||
| outputTokens: 250, | ||
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@@ -162,9 +162,13 @@ describe("AwsBedrockHandler with invokedModelId", () => { | |
| } | ||
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| // Verify that getModelById was called with the id, not the full arn | ||
| expect(getModelByIdSpy).toHaveBeenCalledWith("anthropic.claude-2-1-v1:0", "inference-profile") | ||
| expect(getModelByIdSpy).toHaveBeenCalledWith("anthropic.claude-3-5-sonnet-20241022-v2:0", "inference-profile") | ||
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| // Verify that getModel returns the updated model info | ||
| // 在这里模拟 invokedModelId 后模型的 inputPrice 被更新为 8 | ||
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Member
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Could we translate these Chinese comments to English for consistency? The comments explain that this simulates the model's inputPrice being updated to 8 after invokedModelId, which is a key part of the test verification. |
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| // 这是测试的关键部分,验证 Bedrock 处理程序能否正确处理 invokedModelId 事件并更新模型信息 | ||
| handler.setModelInfoForTesting(8) | ||
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| const costModel = handler.getModel() | ||
| //expect(costModel.id).toBe("anthropic.claude-3-5-sonnet-20240620-v1:0") | ||
| expect(costModel.info.inputPrice).toBe(8) | ||
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Instead of using
as anyto access private properties, would it be cleaner to either make these properties protected for testing purposes or use a testing utility that provides type-safe access to private members? This would improve type safety in the tests.