feat(scrapeURL/pdf): switch to MinerU

This commit is contained in:
Gergő Móricz 2024-12-27 16:37:32 +01:00
parent c543f4f76c
commit 0b55fb836b

View File

@ -1,4 +1,3 @@
import { createReadStream, promises as fs } from "node:fs";
import { Meta } from "../..";
import { EngineScrapeResult } from "..";
import * as marked from "marked";
@ -8,55 +7,42 @@ import * as Sentry from "@sentry/node";
import escapeHtml from "escape-html";
import PdfParse from "pdf-parse";
import { downloadFile, fetchFileToBuffer } from "../utils/downloadFile";
import { RemoveFeatureError } from "../../error";
import { RemoveFeatureError, UnsupportedFileError } from "../../error";
import { stat, readFile, unlink } from "node:fs/promises";
import path from "node:path";
type PDFProcessorResult = { html: string; markdown?: string };
async function scrapePDFWithLlamaParse(
async function scrapePDFWithMinerU(
meta: Meta,
tempFilePath: string,
timeToRun: number | undefined,
): Promise<PDFProcessorResult> {
meta.logger.debug("Processing PDF document with LlamaIndex", {
meta.logger.debug("Processing PDF document with MinerU", {
tempFilePath,
});
const uploadForm = new FormData();
const fileStat = await stat(tempFilePath);
if (fileStat.size > ((2**10)**2)*10) {
throw new UnsupportedFileError("File is larger than PDF parser limit (10MiB)");
}
// This is utterly stupid but it works! - mogery
uploadForm.append("file", {
[Symbol.toStringTag]: "Blob",
name: tempFilePath,
stream() {
return createReadStream(
tempFilePath,
) as unknown as ReadableStream<Uint8Array>;
},
bytes() {
throw Error("Unimplemented in mock Blob: bytes");
},
arrayBuffer() {
throw Error("Unimplemented in mock Blob: arrayBuffer");
},
size: (await fs.stat(tempFilePath)).size,
text() {
throw Error("Unimplemented in mock Blob: text");
},
slice(start, end, contentType) {
throw Error("Unimplemented in mock Blob: slice");
},
type: "application/pdf",
} as Blob);
console.log(tempFilePath);
const upload = await robustFetch({
url: "https://api.cloud.llamaindex.ai/api/parsing/upload",
url: "https://api.runpod.ai/v2/" + process.env.MINERU_POD_ID + "/run",
method: "POST",
headers: {
Authorization: `Bearer ${process.env.LLAMAPARSE_API_KEY}`,
Authorization: `Bearer ${process.env.MINERU_API_KEY}`,
},
body: {
input: {
file_content: (await readFile(tempFilePath)).toString("base64"),
filename: path.basename(tempFilePath) + ".pdf",
},
},
body: uploadForm,
logger: meta.logger.child({
method: "scrapePDFWithLlamaParse/upload/robustFetch",
method: "scrapePDFWithMinerU/upload/robustFetch",
}),
schema: z.object({
id: z.string(),
@ -72,35 +58,48 @@ async function scrapePDFWithLlamaParse(
while (Date.now() <= startedAt + timeout) {
try {
const result = await robustFetch({
url: `https://api.cloud.llamaindex.ai/api/parsing/job/${jobId}/result/markdown`,
url: `https://api.runpod.ai/v2/${process.env.MINERU_POD_ID}/status/${jobId}`,
method: "GET",
headers: {
Authorization: `Bearer ${process.env.LLAMAPARSE_API_KEY}`,
Authorization: `Bearer ${process.env.MINERU_API_KEY}`,
},
logger: meta.logger.child({
method: "scrapePDFWithLlamaParse/result/robustFetch",
method: "scrapePDFWithMinerU/result/robustFetch",
}),
schema: z.object({
markdown: z.string(),
status: z.string(),
error: z.any().optional(),
output: z.object({
markdown: z.string(),
}).optional(),
}),
});
return {
markdown: result.markdown,
html: await marked.parse(result.markdown, { async: true }),
};
if (result.status === "COMPLETED") {
return {
markdown: result.output!.markdown,
html: await marked.parse(result.output!.markdown, { async: true }),
};
}
if (result.status === "FAILED") {
throw new Error("MinerU failed to parse PDF: " + result.error!, { cause: result.error });
}
// result not up yet
} catch (e) {
if (e instanceof Error && e.message === "Request sent failure status") {
if ((e.cause as any).response.status === 404) {
// no-op, result not up yet
} else if ((e.cause as any).response.body.includes("PDF_IS_BROKEN")) {
// URL is not a PDF, actually!
meta.logger.debug("URL is not actually a PDF, signalling...");
throw new RemoveFeatureError(["pdf"]);
} else {
throw new Error("LlamaParse threw an error", {
// if ((e.cause as any).response.status === 404) {
// // no-op, result not up yet
// } else if ((e.cause as any).response.body.includes("PDF_IS_BROKEN")) {
// // URL is not a PDF, actually!
// meta.logger.debug("URL is not actually a PDF, signalling...");
// throw new RemoveFeatureError(["pdf"]);
// } else {
throw new Error("MinerU threw an error", {
cause: e.cause,
});
}
// }
} else {
throw e;
}
@ -109,7 +108,7 @@ async function scrapePDFWithLlamaParse(
await new Promise<void>((resolve) => setTimeout(() => resolve(), 250));
}
throw new Error("LlamaParse timed out");
throw new Error("MinerU timed out");
}
async function scrapePDFWithParsePDF(
@ -118,7 +117,7 @@ async function scrapePDFWithParsePDF(
): Promise<PDFProcessorResult> {
meta.logger.debug("Processing PDF document with parse-pdf", { tempFilePath });
const result = await PdfParse(await fs.readFile(tempFilePath));
const result = await PdfParse(await readFile(tempFilePath));
const escaped = escapeHtml(result.text);
return {
@ -158,34 +157,33 @@ export async function scrapePDF(
tempFilePath,
);
// If the parsed text is under 500 characters and LLAMAPARSE_API_KEY exists, try LlamaParse
// Then, if output is too short, pass to MinerU
if (
result.markdown &&
result.markdown.length < 500 &&
process.env.LLAMAPARSE_API_KEY
result.markdown && result.markdown.length < 500 &&
process.env.MINERU_API_KEY && process.env.MINERU_POD_ID
) {
try {
const llamaResult = await scrapePDFWithLlamaParse(
const mineruResult = await scrapePDFWithMinerU(
{
...meta,
logger: meta.logger.child({
method: "scrapePDF/scrapePDFWithLlamaParse",
method: "scrapePDF/scrapePDFWithMinerU",
}),
},
tempFilePath,
timeToRun,
);
result = llamaResult; // Use LlamaParse result if successful
result = mineruResult; // Use LlamaParse result if successful
} catch (error) {
if (error instanceof Error && error.message === "LlamaParse timed out") {
meta.logger.warn("LlamaParse timed out -- using parse-pdf result", {
if (error instanceof Error && error.message === "MinerU timed out") {
meta.logger.warn("MinerU timed out -- using parse-pdf result", {
error,
});
} else if (error instanceof RemoveFeatureError) {
throw error;
} else {
meta.logger.warn(
"LlamaParse failed to parse PDF -- using parse-pdf result",
"MinerU failed to parse PDF -- using parse-pdf result",
{ error },
);
Sentry.captureException(error);
@ -193,7 +191,7 @@ export async function scrapePDF(
}
}
await fs.unlink(tempFilePath);
await unlink(tempFilePath);
return {
url: response.url,