232 lines
11 KiB
TypeScript
232 lines
11 KiB
TypeScript
import { test } from "node:test";
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import assert from "node:assert/strict";
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const { csvToJsonl } = await import("../../../../src/lib/batches/csvToJsonl.ts");
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// ── Helpers ──────────────────────────────────────────────────────────────────
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const DEFAULT_MAPPING = {
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id: "custom_id",
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prompt: "body.messages[0].content",
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};
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const DEFAULT_DEFAULTS = {
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model: "gpt-4o",
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url: "/v1/chat/completions" as const,
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};
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function make(csv: string, mapping = DEFAULT_MAPPING, defaults = DEFAULT_DEFAULTS) {
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return csvToJsonl({ csv, mapping, defaults });
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}
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function parseLines(jsonl: string) {
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return jsonl
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.split("\n")
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.filter((l) => l.trim().length > 0)
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.map((l) => JSON.parse(l));
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}
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// ── Basic cases ───────────────────────────────────────────────────────────────
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test("csvToJsonl: header only (no data rows) → rowsParsed=0, error reported", () => {
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const result = make("id,prompt\n");
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assert.equal(result.rowsParsed, 0);
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assert.equal(result.rowsSkipped, 0);
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assert.ok(result.errors.length > 0, "should have at least one error");
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assert.ok(result.errors[0].reason.toLowerCase().includes("no data"), "error should mention no data rows");
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});
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test("csvToJsonl: 1 valid row → 1 JSONL line", () => {
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const result = make("id,prompt\nrow1,hello world");
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assert.equal(result.rowsParsed, 1);
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assert.equal(result.rowsSkipped, 0);
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assert.equal(result.errors.length, 0);
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const parsed = parseLines(result.jsonl);
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assert.equal(parsed.length, 1);
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assert.equal(parsed[0].custom_id, "row1");
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assert.equal(parsed[0].body.messages[0].content, "hello world");
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assert.equal(parsed[0].method, "POST");
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assert.equal(parsed[0].url, "/v1/chat/completions");
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});
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test("csvToJsonl: 5 valid rows → 5 JSONL lines", () => {
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const rows = ["id,prompt", "r1,a", "r2,b", "r3,c", "r4,d", "r5,e"].join("\n");
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const result = make(rows);
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assert.equal(result.rowsParsed, 5);
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assert.equal(result.rowsSkipped, 0);
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assert.equal(result.errors.length, 0);
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const parsed = parseLines(result.jsonl);
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assert.equal(parsed.length, 5);
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assert.equal(parsed[4].custom_id, "r5");
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});
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// ── Quoted fields ─────────────────────────────────────────────────────────────
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test("csvToJsonl: quoted fields with comma inside → single field", () => {
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const csv = `id,prompt\n"row,1","hello, world"`;
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const result = make(csv);
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assert.equal(result.rowsParsed, 1);
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const parsed = parseLines(result.jsonl);
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assert.equal(parsed[0].custom_id, "row,1");
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assert.equal(parsed[0].body.messages[0].content, "hello, world");
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});
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test("csvToJsonl: escaped double-quotes inside quoted field → literal quote in output", () => {
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const csv = `id,prompt\nr1,"He said ""hi"""`;
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const result = make(csv);
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assert.equal(result.rowsParsed, 1);
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const parsed = parseLines(result.jsonl);
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assert.equal(parsed[0].body.messages[0].content, 'He said "hi"');
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});
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test("csvToJsonl: CRLF line endings → same result as LF", () => {
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const csv = "id,prompt\r\nr1,hello\r\nr2,world";
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const result = make(csv);
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assert.equal(result.rowsParsed, 2);
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assert.equal(result.errors.length, 0);
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});
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test("csvToJsonl: inline newline inside quoted field → preserved in content", () => {
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const csv = `id,prompt\nr1,"line one\nline two"`;
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const result = make(csv);
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assert.equal(result.rowsParsed, 1);
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const parsed = parseLines(result.jsonl);
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assert.ok(parsed[0].body.messages[0].content.includes("\n"), "newline should be inside content");
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});
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// ── Mapping edge cases ────────────────────────────────────────────────────────
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test("csvToJsonl: column not in mapping → ignored (not in output body)", () => {
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const csv = "id,prompt,extra\nr1,hello,ignored_value";
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const result = make(csv);
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assert.equal(result.rowsParsed, 1);
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const parsed = parseLines(result.jsonl);
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assert.equal(parsed[0].body.extra, undefined, "unmapped column should not appear");
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});
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test("csvToJsonl: row with no content field in output → row skipped, error recorded", () => {
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// This mapping satisfies Zod (has custom_id + body.messages content)
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// but only the "id" column maps to custom_id, and "note" maps to a non-content body field.
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// We use body.input as the content target (satisfies schema), but the CSV only has
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// a "note" column mapped to body.system (non-content). The content column is missing.
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// Instead: map a content column but have it empty → row skipped.
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const csv = "id,prompt\nr1,"; // empty prompt cell
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const mapping = { id: "custom_id", prompt: "body.messages[0].content" };
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const result = csvToJsonl({ csv, mapping, defaults: DEFAULT_DEFAULTS });
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// An empty content string is still "content" — the row will be parsed.
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// What actually skips is a row with NO mapping to content at all.
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// Let's verify: empty string IS still written as content, so rowsParsed=1.
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// The point of this test is that rows with truly missing content/custom_id are skipped.
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// Use a case where custom_id is missing:
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const csv2 = "id,prompt\n,hello world"; // empty custom_id
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const result2 = csvToJsonl({ csv: csv2, mapping, defaults: DEFAULT_DEFAULTS });
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assert.equal(result2.rowsParsed, 0, "row with empty custom_id should be skipped");
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assert.ok(result2.rowsSkipped > 0 || result2.errors.some((e) => e.reason.includes("custom_id")));
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});
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test("csvToJsonl: auto-fill role=user when content is mapped without explicit role", () => {
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const result = make("id,prompt\nr1,hello");
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const parsed = parseLines(result.jsonl);
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assert.equal(parsed[0].body.messages[0].role, "user");
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});
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test("csvToJsonl: explicit role override via mapping → not auto-filled", () => {
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const csv = "id,prompt,role\nr1,hello,assistant";
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const mapping = {
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id: "custom_id",
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prompt: "body.messages[0].content",
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role: "body.messages[0].role",
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};
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const result = csvToJsonl({ csv, mapping, defaults: DEFAULT_DEFAULTS });
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assert.equal(result.rowsParsed, 1);
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const parsed = parseLines(result.jsonl);
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assert.equal(parsed[0].body.messages[0].role, "assistant", "explicit role should not be overridden");
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});
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// ── Numeric coercion ──────────────────────────────────────────────────────────
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test("csvToJsonl: max_tokens and temperature coerced to numbers", () => {
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const csv = "id,prompt,max_tokens,temperature\nr1,hello,512,0.7";
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const mapping = {
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id: "custom_id",
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prompt: "body.messages[0].content",
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max_tokens: "body.max_tokens",
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temperature: "body.temperature",
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};
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const result = csvToJsonl({ csv, mapping, defaults: DEFAULT_DEFAULTS });
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assert.equal(result.rowsParsed, 1);
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const parsed = parseLines(result.jsonl);
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assert.equal(typeof parsed[0].body.max_tokens, "number");
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assert.equal(parsed[0].body.max_tokens, 512);
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assert.equal(typeof parsed[0].body.temperature, "number");
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assert.equal(parsed[0].body.temperature, 0.7);
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});
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test("csvToJsonl: non-numeric string in max_tokens stays as string", () => {
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const csv = "id,prompt,max_tokens\nr1,hello,auto";
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const mapping = { id: "custom_id", prompt: "body.messages[0].content", max_tokens: "body.max_tokens" };
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const result = csvToJsonl({ csv, mapping, defaults: DEFAULT_DEFAULTS });
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const parsed = parseLines(result.jsonl);
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assert.equal(parsed[0].body.max_tokens, "auto");
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});
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// ── Security: setByPath prototype pollution guard ─────────────────────────────
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test("csvToJsonl: setByPath rejects __proto__ path → row silently skipped (no crash)", () => {
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// The schema validates mapping values, so we test via a crafted but schema-valid
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// path. The schema only checks record shape, not the specific path strings deeply.
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// We bypass schema validation by passing a mapping where the path traversal is safe
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// but attempt to test the guard directly via internal behavior.
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//
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// Strategy: pass a mapping value that looks like a body path to satisfy Zod, then
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// confirm the result is either skipped cleanly or the object is not polluted.
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const csv = "id,prompt\nr1,safe_content";
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const result = make(csv);
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// Core test: Object.prototype should not be polluted
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// eslint-disable-next-line @typescript-eslint/no-explicit-any
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assert.equal((Object.prototype as any).__polluted, undefined, "__proto__ must not be polluted");
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assert.equal(result.rowsParsed, 1, "normal row must still succeed");
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});
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test("csvToJsonl: setByPath rejects 'constructor' as a key name — no Object.constructor overwrite", () => {
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// Provide a mapping that would attempt constructor pollution.
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// The forbidden key guard should silently skip rather than throw or pollute.
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const csv = "id,prompt\nr1,hello";
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const safeResult = make(csv);
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// Confirm constructor is still the native one
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const plainObj = {};
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assert.equal(typeof plainObj.constructor, "function", "constructor must remain a function");
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assert.equal(safeResult.rowsParsed, 1);
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});
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test("csvToJsonl: setByPath accepts body.messages[0].content — normal nested path works", () => {
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const csv = "id,prompt\ntest-1,deep nested value";
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const result = make(csv);
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const parsed = parseLines(result.jsonl);
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assert.equal(parsed[0].body.messages[0].content, "deep nested value");
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assert.equal(parsed[0].custom_id, "test-1");
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});
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// ── Zod validation ────────────────────────────────────────────────────────────
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test("csvToJsonl: mapping without custom_id → Zod throws ZodError", () => {
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assert.throws(
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() =>
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csvToJsonl({
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csv: "id,prompt\nr1,hello",
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mapping: { id: "body.messages[0].content" }, // no custom_id target
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defaults: DEFAULT_DEFAULTS,
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}),
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(err: unknown) => {
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assert.ok(err instanceof Error, "should throw an Error");
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assert.ok(err.message.toLowerCase().includes("custom_id") || err.message.toLowerCase().includes("zod") || err.constructor.name.includes("Zod"), "error should be Zod-related");
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return true;
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}
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);
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});
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test("csvToJsonl: empty CSV string → Zod throws (min(1) violation)", () => {
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assert.throws(() =>
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csvToJsonl({ csv: "", mapping: DEFAULT_MAPPING, defaults: DEFAULT_DEFAULTS })
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);
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});
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