refactor: Remove Epub document loader override (no-changelog) (#7874)

- Remove Epub document loader override, use standard Langchain loader
- Use temporary buffer file for document loader processing and pass just
the path
- Remove replace `@gxl/epub-parser` library with `epub2`

Github issue / Community forum post (link here to close automatically):

---------

Signed-off-by: Oleg Ivaniv <me@olegivaniv.com>
Co-authored-by: कारतोफ्फेलस्क्रिप्ट™ <aditya@netroy.in>
This commit is contained in:
oleg 2023-11-30 11:59:37 +01:00 committed by GitHub
parent 5f4a9524ec
commit e834f14991
No known key found for this signature in database
GPG key ID: 4AEE18F83AFDEB23
6 changed files with 133 additions and 498 deletions

View file

@ -15,7 +15,7 @@ import { getConnectionHintNoticeField, metadataFilterField } from '../../../util
// here only to track where what dependency is sued // here only to track where what dependency is sued
// import 'd3-dsv'; // for csv // import 'd3-dsv'; // for csv
import 'mammoth'; // for docx import 'mammoth'; // for docx
import '@gxl/epub-parser'; // for epub import 'epub2'; // for epub
import 'pdf-parse'; // for pdf import 'pdf-parse'; // for pdf
export class DocumentBinaryInputLoader implements INodeType { export class DocumentBinaryInputLoader implements INodeType {

View file

@ -15,7 +15,7 @@ import { metadataFilterField } from '../../../utils/sharedFields';
// here only to track where what dependency is sued // here only to track where what dependency is sued
// import 'd3-dsv'; // for csv // import 'd3-dsv'; // for csv
import 'mammoth'; // for docx import 'mammoth'; // for docx
import '@gxl/epub-parser'; // for epub import 'epub2'; // for epub
import 'pdf-parse'; // for pdf import 'pdf-parse'; // for pdf
import { N8nJsonLoader } from '../../../utils/N8nJsonLoader'; import { N8nJsonLoader } from '../../../utils/N8nJsonLoader';

View file

@ -116,7 +116,6 @@
"@aws-sdk/client-bedrock-runtime": "3.454.0", "@aws-sdk/client-bedrock-runtime": "3.454.0",
"@getzep/zep-js": "0.9.0", "@getzep/zep-js": "0.9.0",
"@google-ai/generativelanguage": "0.2.1", "@google-ai/generativelanguage": "0.2.1",
"@gxl/epub-parser": "2.0.4",
"@huggingface/inference": "2.6.4", "@huggingface/inference": "2.6.4",
"@n8n/vm2": "3.9.20", "@n8n/vm2": "3.9.20",
"@pinecone-database/pinecone": "1.1.2", "@pinecone-database/pinecone": "1.1.2",
@ -129,6 +128,7 @@
"@xata.io/client": "0.25.3", "@xata.io/client": "0.25.3",
"cohere-ai": "6.2.2", "cohere-ai": "6.2.2",
"d3-dsv": "2.0.0", "d3-dsv": "2.0.0",
"epub2": "3.0.1",
"html-to-text": "9.0.5", "html-to-text": "9.0.5",
"json-schema-to-zod": "1.2.0", "json-schema-to-zod": "1.2.0",
"langchain": "0.0.198", "langchain": "0.0.198",

View file

@ -1,82 +0,0 @@
// Modified version of https://github.com/hwchase17/langchainjs/blob/main/langchain/src/document_loaders/fs/epub.ts
// to support loading of EPUB files from a Buffer
import { parseEpub } from '@gxl/epub-parser';
import { BaseDocumentLoader } from 'langchain/document_loaders/base';
import { Document } from 'langchain/document';
import { htmlToText } from 'html-to-text';
/**
* A class that extends the `BaseDocumentLoader` class. It represents a
* document loader that loads documents from EPUB files.
*/
export class N8nEPubLoader extends BaseDocumentLoader {
private splitChapters: boolean;
constructor(
public file: Buffer,
{ splitChapters = true } = {},
) {
super();
this.splitChapters = splitChapters;
}
/**
* A protected method that takes an EPUB object as a parameter and returns
* a promise that resolves to an array of objects representing the content
* and metadata of each chapter.
* @param epub The EPUB object to parse.
* @returns A promise that resolves to an array of objects representing the content and metadata of each chapter.
*/
protected async parse(
epub: ReturnType<typeof parseEpub>,
): Promise<Array<{ pageContent: string; metadata?: object }>> {
// We await it here because epub-parsers doesn't export a type for the
// return value of parseEpub.
const parsed = await epub;
const chapters = await Promise.all(
(parsed.sections ?? []).map(async (chapter) => {
if (!chapter.id) return null as never;
const html = chapter.htmlString;
if (!html) return null as never;
return {
html,
title: chapter.id,
};
}),
);
return chapters.filter(Boolean).map((chapter) => ({
pageContent: htmlToText(chapter.html),
metadata: {
...(chapter.title && { chapter: chapter.title }),
},
}));
}
/**
* A method that loads the EPUB file and returns a promise that resolves
* to an array of `Document` instances.
* @returns A promise that resolves to an array of `Document` instances.
*/
public async load(): Promise<Document[]> {
const epub = parseEpub(this.file, { type: 'buffer' });
const parsed = await this.parse(epub);
return this.splitChapters
? parsed.map(
(chapter) =>
new Document({
pageContent: chapter.pageContent,
metadata: {
...chapter.metadata,
},
}),
)
: [
new Document({
pageContent: parsed.map((chapter) => chapter.pageContent).join('\n\n'),
}),
];
}
}

View file

@ -1,5 +1,5 @@
import type { IExecuteFunctions, INodeExecutionData, IBinaryData } from 'n8n-workflow'; import type { IExecuteFunctions, INodeExecutionData } from 'n8n-workflow';
import { NodeOperationError, NodeConnectionType } from 'n8n-workflow'; import { NodeOperationError, NodeConnectionType, BINARY_ENCODING } from 'n8n-workflow';
import type { TextSplitter } from 'langchain/text_splitter'; import type { TextSplitter } from 'langchain/text_splitter';
import type { Document } from 'langchain/document'; import type { Document } from 'langchain/document';
@ -8,7 +8,11 @@ import { DocxLoader } from 'langchain/document_loaders/fs/docx';
import { JSONLoader } from 'langchain/document_loaders/fs/json'; import { JSONLoader } from 'langchain/document_loaders/fs/json';
import { PDFLoader } from 'langchain/document_loaders/fs/pdf'; import { PDFLoader } from 'langchain/document_loaders/fs/pdf';
import { TextLoader } from 'langchain/document_loaders/fs/text'; import { TextLoader } from 'langchain/document_loaders/fs/text';
import { N8nEPubLoader } from './EpubLoader'; import { EPubLoader } from 'langchain/document_loaders/fs/epub';
import { file as tmpFile, type DirectoryResult } from 'tmp-promise';
import { pipeline } from 'stream/promises';
import { createWriteStream } from 'fs';
import { getMetadataFiltersValues } from './helpers'; import { getMetadataFiltersValues } from './helpers';
const SUPPORTED_MIME_TYPES = { const SUPPORTED_MIME_TYPES = {
@ -58,11 +62,7 @@ export class N8nBinaryLoader {
if (!item) return []; if (!item) return [];
// TODO: Should we support traversing the object to find the binary data? // TODO: Should we support traversing the object to find the binary data?
const binaryData = item.binary?.[binaryDataKey] as IBinaryData; const binaryData = this.context.helpers.assertBinaryData(itemIndex, binaryDataKey);
if (!binaryData) {
throw new NodeOperationError(this.context.getNode(), 'No binary data set.');
}
const { mimeType } = binaryData; const { mimeType } = binaryData;
@ -92,10 +92,18 @@ export class N8nBinaryLoader {
); );
} }
const bufferData = await this.context.helpers.getBinaryDataBuffer(itemIndex, binaryDataKey); let filePathOrBlob: string | Blob;
const itemBlob = new Blob([new Uint8Array(bufferData)], { type: mimeType }); if (binaryData.id) {
filePathOrBlob = this.context.helpers.getBinaryPath(binaryData.id);
} else {
filePathOrBlob = new Blob([Buffer.from(binaryData.data, BINARY_ENCODING)], {
type: mimeType,
});
}
let loader: PDFLoader | CSVLoader | EPubLoader | DocxLoader | TextLoader | JSONLoader;
let cleanupTmpFile: DirectoryResult["cleanup"] | undefined = undefined;
let loader: PDFLoader | CSVLoader | N8nEPubLoader | DocxLoader | TextLoader | JSONLoader;
switch (mimeType) { switch (mimeType) {
case 'application/pdf': case 'application/pdf':
const splitPages = this.context.getNodeParameter( const splitPages = this.context.getNodeParameter(
@ -103,7 +111,7 @@ export class N8nBinaryLoader {
itemIndex, itemIndex,
false, false,
) as boolean; ) as boolean;
loader = new PDFLoader(itemBlob, { loader = new PDFLoader(filePathOrBlob, {
splitPages, splitPages,
}); });
break; break;
@ -119,19 +127,39 @@ export class N8nBinaryLoader {
',', ',',
) as string; ) as string;
loader = new CSVLoader(itemBlob, { loader = new CSVLoader(filePathOrBlob, {
column: column ?? undefined, column: column ?? undefined,
separator, separator,
}); });
break; break;
case 'application/epub+zip': case 'application/epub+zip':
loader = new N8nEPubLoader(Buffer.from(bufferData)); // EPubLoader currently does not accept Blobs https://github.com/langchain-ai/langchainjs/issues/1623
let filePath: string;
if (filePathOrBlob instanceof Blob) {
const tmpFileData = await tmpFile({ prefix: 'epub-loader-' });
cleanupTmpFile = tmpFileData.cleanup;
try {
const bufferData = await filePathOrBlob.arrayBuffer();
await pipeline(
[new Uint8Array(bufferData)],
createWriteStream(tmpFileData.path),
);
loader = new EPubLoader(tmpFileData.path);
break
} catch (error) {
await cleanupTmpFile();
throw new NodeOperationError(this.context.getNode(), error as Error);
}
} else {
filePath = filePathOrBlob;
}
loader = new EPubLoader(filePath);
break; break;
case 'application/vnd.openxmlformats-officedocument.wordprocessingml.document': case 'application/vnd.openxmlformats-officedocument.wordprocessingml.document':
loader = new DocxLoader(itemBlob); loader = new DocxLoader(filePathOrBlob);
break; break;
case 'text/plain': case 'text/plain':
loader = new TextLoader(itemBlob); loader = new TextLoader(filePathOrBlob);
break; break;
case 'application/json': case 'application/json':
const pointers = this.context.getNodeParameter( const pointers = this.context.getNodeParameter(
@ -140,10 +168,10 @@ export class N8nBinaryLoader {
'', '',
) as string; ) as string;
const pointersArray = pointers.split(',').map((pointer) => pointer.trim()); const pointersArray = pointers.split(',').map((pointer) => pointer.trim());
loader = new JSONLoader(itemBlob, pointersArray); loader = new JSONLoader(filePathOrBlob, pointersArray);
break; break;
default: default:
loader = new TextLoader(itemBlob); loader = new TextLoader(filePathOrBlob);
} }
const textSplitter = (await this.context.getInputConnectionData( const textSplitter = (await this.context.getInputConnectionData(
@ -163,6 +191,10 @@ export class N8nBinaryLoader {
}; };
}); });
} }
if (cleanupTmpFile) {
await cleanupTmpFile();
}
return docs; return docs;
} }
} }

View file

@ -273,9 +273,6 @@ importers:
'@google-ai/generativelanguage': '@google-ai/generativelanguage':
specifier: 0.2.1 specifier: 0.2.1
version: 0.2.1 version: 0.2.1
'@gxl/epub-parser':
specifier: 2.0.4
version: 2.0.4
'@huggingface/inference': '@huggingface/inference':
specifier: 2.6.4 specifier: 2.6.4
version: 2.6.4 version: 2.6.4
@ -312,6 +309,9 @@ importers:
d3-dsv: d3-dsv:
specifier: 2.0.0 specifier: 2.0.0
version: 2.0.0 version: 2.0.0
epub2:
specifier: 3.0.1
version: 3.0.1(ts-toolbelt@9.6.0)
html-to-text: html-to-text:
specifier: 9.0.5 specifier: 9.0.5
version: 9.0.5 version: 9.0.5
@ -320,7 +320,7 @@ importers:
version: 1.2.0 version: 1.2.0
langchain: langchain:
specifier: 0.0.198 specifier: 0.0.198
version: 0.0.198(@aws-sdk/client-bedrock-runtime@3.454.0)(@getzep/zep-js@0.9.0)(@google-ai/generativelanguage@0.2.1)(@huggingface/inference@2.6.4)(@pinecone-database/pinecone@1.1.2)(@supabase/supabase-js@2.38.5)(@tensorflow-models/universal-sentence-encoder@1.3.3)(@tensorflow/tfjs-converter@4.11.0)(@tensorflow/tfjs-core@4.11.0)(@xata.io/client@0.25.3)(cohere-ai@6.2.2)(d3-dsv@2.0.0)(html-to-text@9.0.5)(lodash@4.17.21)(mammoth@1.6.0)(pdf-parse@1.1.1)(pg@8.11.3)(redis@4.6.11)(typeorm@0.3.17) version: 0.0.198(@aws-sdk/client-bedrock-runtime@3.454.0)(@getzep/zep-js@0.9.0)(@google-ai/generativelanguage@0.2.1)(@huggingface/inference@2.6.4)(@pinecone-database/pinecone@1.1.2)(@supabase/supabase-js@2.38.5)(@tensorflow-models/universal-sentence-encoder@1.3.3)(@tensorflow/tfjs-converter@4.11.0)(@tensorflow/tfjs-core@4.11.0)(@xata.io/client@0.25.3)(cohere-ai@6.2.2)(d3-dsv@2.0.0)(epub2@3.0.1)(html-to-text@9.0.5)(lodash@4.17.21)(mammoth@1.6.0)(pdf-parse@1.1.1)(pg@8.11.3)(redis@4.6.11)(typeorm@0.3.17)
lodash: lodash:
specifier: 4.17.21 specifier: 4.17.21
version: 4.17.21 version: 4.17.21
@ -4937,20 +4937,6 @@ packages:
yargs: 17.7.2 yargs: 17.7.2
dev: false dev: false
/@gxl/epub-parser@2.0.4:
resolution: {integrity: sha512-sk+h5+YFHMRfcEiAlnGlXYCPS/msJJ4ZYh9zRmJ+twa1XfpOofUqZBDGuDqAtI9wuY57h8DTnCBM6JRIA+f9jw==}
dependencies:
jsdom: 15.2.1
lodash: 4.17.21
node-zip: 1.1.1
to-markdown: 3.1.1
xml2js: 0.5.0
transitivePeerDependencies:
- bufferutil
- canvas
- utf-8-validate
dev: false
/@hapi/hoek@9.3.0: /@hapi/hoek@9.3.0:
resolution: {integrity: sha512-/c6rf4UJlmHlC9b5BaNvzAcFv7HZ2QHaV0D4/HNlBdvFnvQq8RI4kYdhyPCl7Xj+oWvTWQ8ujhqS53LIgAe6KQ==} resolution: {integrity: sha512-/c6rf4UJlmHlC9b5BaNvzAcFv7HZ2QHaV0D4/HNlBdvFnvQq8RI4kYdhyPCl7Xj+oWvTWQ8ujhqS53LIgAe6KQ==}
dev: true dev: true
@ -10884,13 +10870,9 @@ packages:
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dev: false dev: false
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deprecated: Use your platform's native atob() and btoa() methods instead
dev: false
/abab@2.0.6: /abab@2.0.6:
resolution: {integrity: sha512-j2afSsaIENvHZN2B8GOpF566vZ5WVk5opAiMTvWgaQT8DkbOqsTfvNAvHoRGU2zzP8cPoqys+xHTRDWW8L+/BA==} resolution: {integrity: sha512-j2afSsaIENvHZN2B8GOpF566vZ5WVk5opAiMTvWgaQT8DkbOqsTfvNAvHoRGU2zzP8cPoqys+xHTRDWW8L+/BA==}
dev: true
/abbrev@1.1.1: /abbrev@1.1.1:
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@ -10909,19 +10891,6 @@ packages:
mime-types: 2.1.35 mime-types: 2.1.35
negotiator: 0.6.3 negotiator: 0.6.3
/acorn-globals@3.1.0:
resolution: {integrity: sha512-uWttZCk96+7itPxK8xCzY86PnxKTMrReKDqrHzv42VQY0K30PUO8WY13WMOuI+cOdX4EIdzdvQ8k6jkuGRFMYw==}
dependencies:
acorn: 4.0.13
dev: false
/acorn-globals@4.3.4:
resolution: {integrity: sha512-clfQEh21R+D0leSbUdWf3OcfqyaCSAQ8Ryq00bofSekfr9W8u1jyYZo6ir0xu9Gtcf7BjcHJpnbZH7JOCpP60A==}
dependencies:
acorn: 6.4.2
acorn-walk: 6.2.0
dev: false
/acorn-globals@7.0.1: /acorn-globals@7.0.1:
resolution: {integrity: sha512-umOSDSDrfHbTNPuNpC2NSnnA3LUrqpevPb4T9jRx4MagXNS0rs+gwiTcAvqCRmsD6utzsrzNt+ebm00SNWiC3Q==} resolution: {integrity: sha512-umOSDSDrfHbTNPuNpC2NSnnA3LUrqpevPb4T9jRx4MagXNS0rs+gwiTcAvqCRmsD6utzsrzNt+ebm00SNWiC3Q==}
dependencies: dependencies:
@ -10944,31 +10913,15 @@ packages:
dependencies: dependencies:
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engines: {node: '>=0.4.0'}
dev: false
/acorn-walk@8.2.0: /acorn-walk@8.2.0:
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engines: {node: '>=0.4.0'} engines: {node: '>=0.4.0'}
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engines: {node: '>=0.4.0'}
hasBin: true
dev: false
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engines: {node: '>=0.4.0'}
hasBin: true
dev: false
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engines: {node: '>=0.4.0'} engines: {node: '>=0.4.0'}
hasBin: true hasBin: true
dev: true
/acorn@8.10.0: /acorn@8.10.0:
resolution: {integrity: sha512-F0SAmZ8iUtS//m8DmCTA0jlh6TDKkHQyK6xc6V4KDTyZKA9dnvX9/3sRTVQrWm79glUAZbnmmNcdYwUIHWVybw==} resolution: {integrity: sha512-F0SAmZ8iUtS//m8DmCTA0jlh6TDKkHQyK6xc6V4KDTyZKA9dnvX9/3sRTVQrWm79glUAZbnmmNcdYwUIHWVybw==}
@ -11276,13 +11229,16 @@ packages:
engines: {node: '>=0.10.0'} engines: {node: '>=0.10.0'}
dev: true dev: true
/array-equal@1.0.2:
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dev: false
/array-flatten@1.1.1: /array-flatten@1.1.1:
resolution: {integrity: sha512-PCVAQswWemu6UdxsDFFX/+gVeYqKAod3D3UVm91jHwynguOwAvYPhx8nNlM++NqRcK6CxxpUafjmhIdKiHibqg==} resolution: {integrity: sha512-PCVAQswWemu6UdxsDFFX/+gVeYqKAod3D3UVm91jHwynguOwAvYPhx8nNlM++NqRcK6CxxpUafjmhIdKiHibqg==}
/array-hyper-unique@2.1.4:
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dependencies:
deep-eql: 4.0.0
lodash: 4.17.21
dev: false
/array-includes@3.1.7: /array-includes@3.1.7:
resolution: {integrity: sha512-dlcsNBIiWhPkHdOEEKnehA+RNUWDc4UqFtnIXU4uuYDPtA4LDkr7qip2p0VvFAEXNDr0yWZ9PJyIRiGjRLQzwQ==} resolution: {integrity: sha512-dlcsNBIiWhPkHdOEEKnehA+RNUWDc4UqFtnIXU4uuYDPtA4LDkr7qip2p0VvFAEXNDr0yWZ9PJyIRiGjRLQzwQ==}
engines: {node: '>= 0.4'} engines: {node: '>= 0.4'}
@ -11590,6 +11546,7 @@ packages:
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resolution: {integrity: sha512-08kcGqnYf/YmjoRhfxyu+CLxBjUtHLXLXX/vUfx9l2LYzG3c1m61nrpyFUZI6zeS+Li/wWMMidD9KgrqtGq3mA==} resolution: {integrity: sha512-08kcGqnYf/YmjoRhfxyu+CLxBjUtHLXLXX/vUfx9l2LYzG3c1m61nrpyFUZI6zeS+Li/wWMMidD9KgrqtGq3mA==}
dev: true
/aws4@1.11.0: /aws4@1.11.0:
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engines: {node: '>=4.0.0'}
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dependencies:
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jsdom: 9.12.0
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dependencies:
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ts-toolbelt: 9.6.0
tslib: 2.6.1
typedarray-dts: 1.0.0
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dev: true
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'@vue/shared': 3.3.4 '@vue/shared': 3.3.4
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dependencies:
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dev: false
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dev: false dev: false
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dependencies:
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webidl-conversions: 4.0.2
xml-name-validator: 3.0.0
dev: false
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engines: {node: '>=12'} engines: {node: '>=12'}
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dev: false
/webidl-conversions@7.0.0: /webidl-conversions@7.0.0:
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engines: {node: '>=12'} engines: {node: '>=12'}
@ -26138,12 +25868,6 @@ packages:
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dev: false dev: false
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dependencies:
iconv-lite: 0.4.24
dev: false
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engines: {node: '>=12'} engines: {node: '>=12'}
@ -26151,10 +25875,6 @@ packages:
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dev: false
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engines: {node: '>=12'} engines: {node: '>=12'}
@ -26175,27 +25895,12 @@ packages:
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dev: true dev: true
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dependencies:
tr46: 0.0.3
webidl-conversions: 3.0.1
dev: false
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dependencies: dependencies:
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webidl-conversions: 3.0.1 webidl-conversions: 3.0.1
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dependencies:
lodash.sortby: 4.7.0
tr46: 1.0.1
webidl-conversions: 4.0.2
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