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mcpedia/packages/embeddings/src/chunk.test.ts
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import { test, expect } from "bun:test";
import { chunkText } from "../src/chunk";
test("empty / whitespace input returns empty array", () => {
expect(chunkText("")).toEqual([]);
expect(chunkText(" \n ")).toEqual([]);
});
test("short text (<= size) returns a single chunk", () => {
const text = "hello world this is short";
const chunks = chunkText(text, { size: 1000, overlap: 150 });
expect(chunks).toHaveLength(1);
expect(chunks[0]).toBe(text);
});
test("long text splits into multiple chunks with overlap honored", () => {
// Build ~3000 chars of words so we get >1 chunk at default size 1000.
const word = "lorem";
const text = Array.from({ length: 600 }, () => word).join(" ");
const chunks = chunkText(text, { size: 1000, overlap: 150 });
expect(chunks.length).toBeGreaterThan(1);
// Every chunk must respect the size upper bound (trimmed).
for (const c of chunks) {
expect(c.length).toBeLessThanOrEqual(1000);
}
// The overlap region: second chunk should start near the end of the first
// minus the overlap window. We just assert they share some suffix/prefix
// overlap roughly, i.e. the join doesn't lose content boundaries badly.
const joined = chunks.join(" ");
// Most words are preserved across the split (at least the bulk).
expect(joined.length).toBeGreaterThan(text.length * 0.9);
});
test("chunkText never splits a chunk mid-word past the boundary (no truncation mid-token)", () => {
const text = "alpha beta gamma delta epsilon zeta eta theta iota kappa lambda mu nu xi";
const chunks = chunkText(text, { size: 20, overlap: 4 });
// No chunk should contain a partial word boundary that corrupts tokens —
// i.e. every resulting piece still reassembles into the original words set.
const reassembled = chunks
.flatMap((c) => c.split(/\s+/))
.filter(Boolean)
.sort();
const original = text.split(/\s+/).sort();
// Overlap means some words repeat — assert all original words are present.
for (const w of original) {
expect(reassembled).toContain(w);
}
});
test("default options produce reasonable chunking", () => {
const text = "x".repeat(2500);
const chunks = chunkText(text); // defaults: size 1000, overlap 150
expect(chunks.length).toBeGreaterThanOrEqual(2);
expect(chunks[chunks.length - 1].length).toBeLessThanOrEqual(1000);
});