anything-llm/collector/processSingleFile/convert/asXlsx.js
Sean Hatfield b658f5012d
Support XLSX files (#2403)
* support xlsx files

* lint

* create seperate docs for each xlsx sheet

* lint

* use node-xlsx pkg for parsing xslx files

* lint

* update error handling

---------

Co-authored-by: timothycarambat <rambat1010@gmail.com>
2024-10-03 13:45:23 -07:00

114 lines
3.2 KiB
JavaScript

const { v4 } = require("uuid");
const xlsx = require("node-xlsx").default;
const path = require("path");
const fs = require("fs");
const {
createdDate,
trashFile,
writeToServerDocuments,
} = require("../../utils/files");
const { tokenizeString } = require("../../utils/tokenizer");
const { default: slugify } = require("slugify");
function convertToCSV(data) {
return data
.map((row) =>
row
.map((cell) => {
if (cell === null || cell === undefined) return "";
if (typeof cell === "string" && cell.includes(","))
return `"${cell}"`;
return cell;
})
.join(",")
)
.join("\n");
}
async function asXlsx({ fullFilePath = "", filename = "" }) {
const documents = [];
const folderName = slugify(`${path.basename(filename)}-${v4().slice(0, 4)}`, {
lower: true,
trim: true,
});
const outFolderPath =
process.env.NODE_ENV === "development"
? path.resolve(
__dirname,
`../../../server/storage/documents/${folderName}`
)
: path.resolve(process.env.STORAGE_DIR, `documents/${folderName}`);
try {
const workSheetsFromFile = xlsx.parse(fullFilePath);
if (!fs.existsSync(outFolderPath))
fs.mkdirSync(outFolderPath, { recursive: true });
for (const sheet of workSheetsFromFile) {
try {
const { name, data } = sheet;
const content = convertToCSV(data);
if (!content?.length) {
console.warn(`Sheet "${name}" is empty. Skipping.`);
continue;
}
console.log(`-- Processing sheet: ${name} --`);
const sheetData = {
id: v4(),
url: `file://${path.join(outFolderPath, `${slugify(name)}.csv`)}`,
title: `${filename} - Sheet:${name}`,
docAuthor: "Unknown",
description: `Spreadsheet data from sheet: ${name}`,
docSource: "an xlsx file uploaded by the user.",
chunkSource: "",
published: createdDate(fullFilePath),
wordCount: content.split(/\s+/).length,
pageContent: content,
token_count_estimate: tokenizeString(content).length,
};
const document = writeToServerDocuments(
sheetData,
`sheet-${slugify(name)}`,
outFolderPath
);
documents.push(document);
console.log(
`[SUCCESS]: Sheet "${name}" converted & ready for embedding.`
);
} catch (err) {
console.error(`Error processing sheet "${name}":`, err);
continue;
}
}
} catch (err) {
console.error("Could not process xlsx file!", err);
return {
success: false,
reason: `Error processing ${filename}: ${err.message}`,
documents: [],
};
} finally {
trashFile(fullFilePath);
}
if (documents.length === 0) {
console.error(`No valid sheets found in ${filename}.`);
return {
success: false,
reason: `No valid sheets found in ${filename}.`,
documents: [],
};
}
console.log(
`[SUCCESS]: ${filename} fully processed. Created ${documents.length} document(s).\n`
);
return { success: true, reason: null, documents };
}
module.exports = asXlsx;