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128 lines
4.2 KiB
TypeScript
128 lines
4.2 KiB
TypeScript
// npx vitest utils/__tests__/tiktoken.spec.ts
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import { tiktoken } from "../tiktoken"
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import { Anthropic } from "@anthropic-ai/sdk"
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describe("tiktoken", () => {
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it("should return 0 for empty content array", async () => {
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const result = await tiktoken([])
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expect(result).toBe(0)
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})
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it("should correctly count tokens for text content", async () => {
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const content: Anthropic.Messages.ContentBlockParam[] = [{ type: "text", text: "Hello world" }]
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const result = await tiktoken(content)
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// We can't predict the exact token count without mocking,
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// but we can verify it's a positive number
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expect(result).toEqual(3)
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})
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it("should handle empty text content", async () => {
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const content: Anthropic.Messages.ContentBlockParam[] = [{ type: "text", text: "" }]
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const result = await tiktoken(content)
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expect(result).toBe(0)
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})
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it("should handle missing text content", async () => {
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// Using 'as any' to bypass TypeScript's type checking for this test case
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// since we're specifically testing how the function handles undefined text
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const content = [{ type: "text" }] as any as Anthropic.Messages.ContentBlockParam[]
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const result = await tiktoken(content)
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expect(result).toBe(0)
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})
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it("should correctly count tokens for image content with data", async () => {
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const base64Data =
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"iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mP8z8BQDwAEhQGAhKmMIQAAAABJRU5ErkJggg=="
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const content: Anthropic.Messages.ContentBlockParam[] = [
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{
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type: "image",
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source: {
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type: "base64",
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media_type: "image/png",
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data: base64Data,
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},
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},
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]
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const result = await tiktoken(content)
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// For images, we expect a token count based on the square root of the data length
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// plus the fudge factor
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const expectedMinTokens = Math.ceil(Math.sqrt(base64Data.length))
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expect(result).toBeGreaterThanOrEqual(expectedMinTokens)
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})
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it("should use conservative estimate for image content without data", async () => {
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// Using 'as any' to bypass TypeScript's type checking for this test case
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// since we're specifically testing the fallback behavior
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const content = [
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{
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type: "image",
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source: {
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type: "base64",
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media_type: "image/png",
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// data is intentionally missing to test fallback
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},
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},
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] as any as Anthropic.Messages.ContentBlockParam[]
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const result = await tiktoken(content)
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// Conservative estimate is 300 tokens, plus the fudge factor
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const expectedMinTokens = 300
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expect(result).toBeGreaterThanOrEqual(expectedMinTokens)
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})
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it("should correctly count tokens for mixed content", async () => {
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const base64Data =
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"iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mP8z8BQDwAEhQGAhKmMIQAAAABJRU5ErkJggg=="
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const content: Anthropic.Messages.ContentBlockParam[] = [
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{ type: "text", text: "Hello world" },
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{
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type: "image",
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source: {
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type: "base64",
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media_type: "image/png",
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data: base64Data,
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},
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},
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{ type: "text", text: "Goodbye world" },
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]
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const result = await tiktoken(content)
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// We expect a positive token count for mixed content
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expect(result).toBeGreaterThan(0)
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})
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it("should apply a fudge factor to the token count", async () => {
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// We can test the fudge factor by comparing the token count with a rough estimate
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const content: Anthropic.Messages.ContentBlockParam[] = [{ type: "text", text: "Test" }]
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const result = await tiktoken(content)
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// Run the function again with the same content to get a consistent result
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const result2 = await tiktoken(content)
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// Both calls should return the same token count
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expect(result).toBe(result2)
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// The result should be greater than 0
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expect(result).toBeGreaterThan(0)
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})
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it("should reuse the encoder for multiple calls", async () => {
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// We can't directly test the caching behavior without mocking,
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// but we can test that multiple calls with the same content return the same result
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// which indirectly verifies the encoder is working consistently
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const content: Anthropic.Messages.ContentBlockParam[] = [{ type: "text", text: "Hello world" }]
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const result1 = await tiktoken(content)
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const result2 = await tiktoken(content)
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// Both calls should return the same token count
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expect(result1).toBe(result2)
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})
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})
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