From 68837e06ee2eb2d2e778f5dd036e0df6aa7ee56b Mon Sep 17 00:00:00 2001 From: ItzCrazyKns Date: Tue, 7 May 2024 11:52:53 +0530 Subject: [PATCH] feat(embedding-providers): add local models --- package.json | 1 + src/lib/huggingfaceTransformer.ts | 82 ++++++ src/lib/providers.ts | 7 + tsconfig.json | 3 +- yarn.lock | 470 +++++++++++++++++++++++++++++- 5 files changed, 555 insertions(+), 8 deletions(-) create mode 100644 src/lib/huggingfaceTransformer.ts diff --git a/package.json b/package.json index ca01c44..ae20c7c 100644 --- a/package.json +++ b/package.json @@ -22,6 +22,7 @@ "dependencies": { "@iarna/toml": "^2.2.5", "@langchain/openai": "^0.0.25", + "@xenova/transformers": "^2.17.1", "axios": "^1.6.8", "compute-cosine-similarity": "^1.1.0", "compute-dot": "^1.1.0", diff --git a/src/lib/huggingfaceTransformer.ts b/src/lib/huggingfaceTransformer.ts new file mode 100644 index 0000000..7a959ca --- /dev/null +++ b/src/lib/huggingfaceTransformer.ts @@ -0,0 +1,82 @@ +import { Embeddings, type EmbeddingsParams } from '@langchain/core/embeddings'; +import { chunkArray } from '@langchain/core/utils/chunk_array'; + +export interface HuggingFaceTransformersEmbeddingsParams + extends EmbeddingsParams { + modelName: string; + + model: string; + + timeout?: number; + + batchSize?: number; + + stripNewLines?: boolean; +} + +export class HuggingFaceTransformersEmbeddings + extends Embeddings + implements HuggingFaceTransformersEmbeddingsParams +{ + modelName = 'Xenova/all-MiniLM-L6-v2'; + + model = 'Xenova/all-MiniLM-L6-v2'; + + batchSize = 512; + + stripNewLines = true; + + timeout?: number; + + private pipelinePromise: Promise; + + constructor(fields?: Partial) { + super(fields ?? {}); + + this.modelName = fields?.model ?? fields?.modelName ?? this.model; + this.model = this.modelName; + this.stripNewLines = fields?.stripNewLines ?? this.stripNewLines; + this.timeout = fields?.timeout; + } + + async embedDocuments(texts: string[]): Promise { + const batches = chunkArray( + this.stripNewLines ? texts.map((t) => t.replace(/\n/g, ' ')) : texts, + this.batchSize, + ); + + const batchRequests = batches.map((batch) => this.runEmbedding(batch)); + const batchResponses = await Promise.all(batchRequests); + const embeddings: number[][] = []; + + for (let i = 0; i < batchResponses.length; i += 1) { + const batchResponse = batchResponses[i]; + for (let j = 0; j < batchResponse.length; j += 1) { + embeddings.push(batchResponse[j]); + } + } + + return embeddings; + } + + async embedQuery(text: string): Promise { + const data = await this.runEmbedding([ + this.stripNewLines ? text.replace(/\n/g, ' ') : text, + ]); + return data[0]; + } + + private async runEmbedding(texts: string[]) { + const { pipeline } = await import('@xenova/transformers'); + + const pipe = await (this.pipelinePromise ??= pipeline( + 'feature-extraction', + this.model, + )); + + return this.caller.call(async () => { + const output = await pipe(texts, { pooling: 'mean', normalize: true }); + return output.tolist(); + }); + } +} diff --git a/src/lib/providers.ts b/src/lib/providers.ts index 751d23f..cd0ef78 100644 --- a/src/lib/providers.ts +++ b/src/lib/providers.ts @@ -1,6 +1,7 @@ import { ChatOpenAI, OpenAIEmbeddings } from '@langchain/openai'; import { ChatOllama } from '@langchain/community/chat_models/ollama'; import { OllamaEmbeddings } from '@langchain/community/embeddings/ollama'; +import { HuggingFaceTransformersEmbeddings } from './huggingfaceTransformer'; import { getGroqApiKey, getOllamaApiEndpoint, @@ -156,6 +157,12 @@ export const getAvailableEmbeddingModelProviders = async () => { }); return acc; }, {}); + + models['local'] = { + 'GTE Small': new HuggingFaceTransformersEmbeddings({ + modelName: 'Xenova/gte-small', + }), + }; } catch (err) { logger.error(`Error loading Ollama embeddings: ${err}`); } diff --git a/tsconfig.json b/tsconfig.json index 5bdba67..48e6042 100644 --- a/tsconfig.json +++ b/tsconfig.json @@ -1,7 +1,8 @@ { "compilerOptions": { "lib": ["ESNext"], - "module": "commonjs", + "module": "Node16", + "moduleResolution": "Node16", "target": "ESNext", "outDir": "dist", "sourceMap": false, diff --git a/yarn.lock b/yarn.lock index 205b0ed..6ec0ff2 100644 --- a/yarn.lock +++ b/yarn.lock @@ -38,6 +38,11 @@ enabled "2.0.x" kuler "^2.0.0" +"@huggingface/jinja@^0.2.2": + version "0.2.2" + resolved "https://registry.yarnpkg.com/@huggingface/jinja/-/jinja-0.2.2.tgz#faeb205a9d6995089bef52655ddd8245d3190627" + integrity sha512-/KPde26khDUIPkTGU82jdtTW9UAuvUTumCAbFs/7giR0SxsvZC4hru51PBvpijH6BVkHcROcvZM/lpy5h1jRRA== + "@iarna/toml@^2.2.5": version "2.2.5" resolved "https://registry.yarnpkg.com/@iarna/toml/-/toml-2.2.5.tgz#b32366c89b43c6f8cefbdefac778b9c828e3ba8c" @@ -102,6 +107,59 @@ zod "^3.22.4" zod-to-json-schema "^3.22.3" +"@protobufjs/aspromise@^1.1.1", "@protobufjs/aspromise@^1.1.2": + version "1.1.2" + resolved "https://registry.yarnpkg.com/@protobufjs/aspromise/-/aspromise-1.1.2.tgz#9b8b0cc663d669a7d8f6f5d0893a14d348f30fbf" + 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form-data "^4.0.0" proxy-from-env "^1.1.0" +b4a@^1.6.4: + version "1.6.6" + resolved "https://registry.yarnpkg.com/b4a/-/b4a-1.6.6.tgz#a4cc349a3851987c3c4ac2d7785c18744f6da9ba" + integrity sha512-5Tk1HLk6b6ctmjIkAcU/Ujv/1WqiDl0F0JdRCR80VsOcUlHcu7pWeWRlOqQLHfDEsVx9YH/aif5AG4ehoCtTmg== + balanced-match@^1.0.0: version "1.0.2" resolved "https://registry.yarnpkg.com/balanced-match/-/balanced-match-1.0.2.tgz#e83e3a7e3f300b34cb9d87f615fa0cbf357690ee" integrity sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw== +bare-events@^2.0.0, bare-events@^2.2.0: + version "2.2.2" + resolved "https://registry.yarnpkg.com/bare-events/-/bare-events-2.2.2.tgz#a98a41841f98b2efe7ecc5c5468814469b018078" + integrity sha512-h7z00dWdG0PYOQEvChhOSWvOfkIKsdZGkWr083FgN/HyoQuebSew/cgirYqh9SCuy/hRvxc5Vy6Fw8xAmYHLkQ== + +bare-fs@^2.1.1: + version "2.3.0" + resolved "https://registry.yarnpkg.com/bare-fs/-/bare-fs-2.3.0.tgz#0872f8e33cf291c9fd527d827154f156a298d402" + integrity 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optionalDependencies: fsevents "~2.3.2" +chownr@^1.1.1: + version "1.1.4" + resolved "https://registry.yarnpkg.com/chownr/-/chownr-1.1.4.tgz#6fc9d7b42d32a583596337666e7d08084da2cc6b" + integrity sha512-jJ0bqzaylmJtVnNgzTeSOs8DPavpbYgEr/b0YL8/2GO3xJEhInFmhKMUnEJQjZumK7KXGFhUy89PrsJWlakBVg== + color-convert@^1.9.3: version "1.9.3" resolved "https://registry.yarnpkg.com/color-convert/-/color-convert-1.9.3.tgz#bb71850690e1f136567de629d2d5471deda4c1e8" @@ -436,17 +577,24 @@ color-convert@^1.9.3: dependencies: color-name "1.1.3" +color-convert@^2.0.1: + version "2.0.1" + resolved "https://registry.yarnpkg.com/color-convert/-/color-convert-2.0.1.tgz#72d3a68d598c9bdb3af2ad1e84f21d896abd4de3" + integrity sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ== + dependencies: + color-name "~1.1.4" + color-name@1.1.3: version "1.1.3" resolved "https://registry.yarnpkg.com/color-name/-/color-name-1.1.3.tgz#a7d0558bd89c42f795dd42328f740831ca53bc25" integrity 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"https://registry.yarnpkg.com/deep-extend/-/deep-extend-0.6.0.tgz#c4fa7c95404a17a9c3e8ca7e1537312b736330ac" + integrity sha512-LOHxIOaPYdHlJRtCQfDIVZtfw/ufM8+rVj649RIHzcm/vGwQRXFt6OPqIFWsm2XEMrNIEtWR64sY1LEKD2vAOA== + define-data-property@^1.1.4: version "1.1.4" resolved "https://registry.yarnpkg.com/define-data-property/-/define-data-property-1.1.4.tgz#894dc141bb7d3060ae4366f6a0107e68fbe48c5e" @@ -596,6 +764,11 @@ destroy@1.2.0: resolved "https://registry.yarnpkg.com/destroy/-/destroy-1.2.0.tgz#4803735509ad8be552934c67df614f94e66fa015" integrity sha512-2sJGJTaXIIaR1w4iJSNoN0hnMY7Gpc/n8D4qSCJw8QqFWXf7cuAgnEHxBpweaVcPevC2l3KpjYCx3NypQQgaJg== +detect-libc@^2.0.0, detect-libc@^2.0.2: + version "2.0.3" + resolved "https://registry.yarnpkg.com/detect-libc/-/detect-libc-2.0.3.tgz#f0cd503b40f9939b894697d19ad50895e30cf700" + integrity sha512-bwy0MGW55bG41VqxxypOsdSdGqLwXPI/focwgTYCFMbdUiBAxLg9CFzG08sz2aqzknwiX7Hkl0bQENjg8iLByw== + diff@^4.0.1: version "4.0.2" resolved "https://registry.yarnpkg.com/diff/-/diff-4.0.2.tgz#60f3aecb89d5fae520c11aa19efc2bb982aade7d" @@ -629,6 +802,13 @@ encodeurl@~1.0.2: resolved "https://registry.yarnpkg.com/encodeurl/-/encodeurl-1.0.2.tgz#ad3ff4c86ec2d029322f5a02c3a9a606c95b3f59" integrity sha512-TPJXq8JqFaVYm2CWmPvnP2Iyo4ZSM7/QKcSmuMLDObfpH5fi7RUGmd/rTDf+rut/saiDiQEeVTNgAmJEdAOx0w== +end-of-stream@^1.1.0, end-of-stream@^1.4.1: + version "1.4.4" + resolved "https://registry.yarnpkg.com/end-of-stream/-/end-of-stream-1.4.4.tgz#5ae64a5f45057baf3626ec14da0ca5e4b2431eb0" + integrity sha512-+uw1inIHVPQoaVuHzRyXd21icM+cnt4CzD5rW+NC1wjOUSTOs+Te7FOv7AhN7vS9x/oIyhLP5PR1H+phQAHu5Q== + dependencies: + once "^1.4.0" + es-define-property@^1.0.0: version "1.0.0" resolved "https://registry.yarnpkg.com/es-define-property/-/es-define-property-1.0.0.tgz#c7faefbdff8b2696cf5f46921edfb77cc4ba3845" @@ -661,6 +841,11 @@ eventemitter3@^4.0.4: resolved 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fecha@^4.2.0: version "4.2.3" resolved "https://registry.yarnpkg.com/fecha/-/fecha-4.2.3.tgz#4d9ccdbc61e8629b259fdca67e65891448d569fd" @@ -733,6 +923,11 @@ flat@^5.0.2: resolved "https://registry.yarnpkg.com/flat/-/flat-5.0.2.tgz#8ca6fe332069ffa9d324c327198c598259ceb241" integrity sha512-b6suED+5/3rTpUBdG1gupIl8MPFCAMA0QXwmljLhvCUKcUvdE4gWky9zpuGCcXHOsz4J9wPGNWq6OKpmIzz3hQ== +flatbuffers@^1.12.0: + version "1.12.0" + resolved "https://registry.yarnpkg.com/flatbuffers/-/flatbuffers-1.12.0.tgz#72e87d1726cb1b216e839ef02658aa87dcef68aa" + integrity sha512-c7CZADjRcl6j0PlvFy0ZqXQ67qSEZfrVPynmnL+2zPc+NtMvrF8Y0QceMo7QqnSPc7+uWjUIAbvCQ5WIKlMVdQ== + fn.name@1.x.x: version "1.1.0" resolved "https://registry.yarnpkg.com/fn.name/-/fn.name-1.1.0.tgz#26cad8017967aea8731bc42961d04a3d5988accc" @@ -775,6 +970,11 @@ fresh@0.5.2: resolved "https://registry.yarnpkg.com/fresh/-/fresh-0.5.2.tgz#3d8cadd90d976569fa835ab1f8e4b23a105605a7" integrity sha512-zJ2mQYM18rEFOudeV4GShTGIQ7RbzA7ozbU9I/XBpm7kqgMywgmylMwXHxZJmkVoYkna9d2pVXVXPdYTP9ej8Q== +fs-constants@^1.0.0: + version "1.0.0" + resolved "https://registry.yarnpkg.com/fs-constants/-/fs-constants-1.0.0.tgz#6be0de9be998ce16af8afc24497b9ee9b7ccd9ad" + integrity sha512-y6OAwoSIf7FyjMIv94u+b5rdheZEjzR63GTyZJm5qh4Bi+2YgwLCcI/fPFZkL5PSixOt6ZNKm+w+Hfp/Bciwow== + fsevents@~2.3.2: version "2.3.3" resolved "https://registry.yarnpkg.com/fsevents/-/fsevents-2.3.3.tgz#cac6407785d03675a2a5e1a5305c697b347d90d6" @@ -796,6 +996,11 @@ get-intrinsic@^1.1.3, get-intrinsic@^1.2.4: has-symbols "^1.0.3" hasown "^2.0.0" +github-from-package@0.0.0: + version "0.0.0" + resolved "https://registry.yarnpkg.com/github-from-package/-/github-from-package-0.0.0.tgz#97fb5d96bfde8973313f20e8288ef9a167fa64ce" + integrity sha512-SyHy3T1v2NUXn29OsWdxmK6RwHD+vkj3v8en8AOBZ1wBQ/hCAQ5bAQTD02kW4W9tUp/3Qh6J8r9EvntiyCmOOw== + glob-parent@~5.1.2: version "5.1.2" resolved "https://registry.yarnpkg.com/glob-parent/-/glob-parent-5.1.2.tgz#869832c58034fe68a4093c17dc15e8340d8401c4" @@ -810,6 +1015,11 @@ gopd@^1.0.1: dependencies: get-intrinsic "^1.1.3" +guid-typescript@^1.0.9: + version "1.0.9" + resolved "https://registry.yarnpkg.com/guid-typescript/-/guid-typescript-1.0.9.tgz#e35f77003535b0297ea08548f5ace6adb1480ddc" + integrity sha512-Y8T4vYhEfwJOTbouREvG+3XDsjr8E3kIr7uf+JZ0BYloFsttiHU0WfvANVsR7TxNUJa/WpCnw/Ino/p+DeBhBQ== + has-flag@^3.0.0: version "3.0.0" resolved "https://registry.yarnpkg.com/has-flag/-/has-flag-3.0.0.tgz#b5d454dc2199ae225699f3467e5a07f3b955bafd" @@ -864,16 +1074,26 @@ iconv-lite@0.4.24: dependencies: safer-buffer ">= 2.1.2 < 3" +ieee754@^1.1.13: + version "1.2.1" + resolved "https://registry.yarnpkg.com/ieee754/-/ieee754-1.2.1.tgz#8eb7a10a63fff25d15a57b001586d177d1b0d352" + integrity sha512-dcyqhDvX1C46lXZcVqCpK+FtMRQVdIMN6/Df5js2zouUsqG7I6sFxitIC+7KYK29KdXOLHdu9zL4sFnoVQnqaA== + ignore-by-default@^1.0.1: version "1.0.1" resolved 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safe-stable-stringify "^2.3.1" triple-beam "^1.3.0" +long@^4.0.0: + version "4.0.0" + resolved "https://registry.yarnpkg.com/long/-/long-4.0.0.tgz#9a7b71cfb7d361a194ea555241c92f7468d5bf28" + integrity sha512-XsP+KhQif4bjX1kbuSiySJFNAehNxgLb6hPRGJ9QsUr8ajHkuXGdrHmFUTUUXhDwVX2R5bY4JNZEwbUiMhV+MA== + lru-cache@^6.0.0: version "6.0.0" resolved "https://registry.yarnpkg.com/lru-cache/-/lru-cache-6.0.0.tgz#6d6fe6570ebd96aaf90fcad1dafa3b2566db3a94" @@ -1051,6 +1276,11 @@ mime@1.6.0: resolved "https://registry.yarnpkg.com/mime/-/mime-1.6.0.tgz#32cd9e5c64553bd58d19a568af452acff04981b1" integrity sha512-x0Vn8spI+wuJ1O6S7gnbaQg8Pxh4NNHb7KSINmEWKiPE4RKOplvijn+NkmYmmRgP68mc70j2EbeTFRsrswaQeg== +mimic-response@^3.1.0: + version "3.1.0" + resolved "https://registry.yarnpkg.com/mimic-response/-/mimic-response-3.1.0.tgz#2d1d59af9c1b129815accc2c46a022a5ce1fa3c9" + integrity sha512-z0yWI+4FDrrweS8Zmt4Ej5HdJmky15+L2e6Wgn3+iK5fWzb6T3fhNFq2+MeTRb064c6Wr4N/wv0DzQTjNzHNGQ== + minimatch@^3.1.2: version "3.1.2" resolved "https://registry.yarnpkg.com/minimatch/-/minimatch-3.1.2.tgz#19cd194bfd3e428f049a70817c038d89ab4be35b" @@ -1058,6 +1288,16 @@ minimatch@^3.1.2: dependencies: brace-expansion "^1.1.7" +minimist@^1.2.0, minimist@^1.2.3: + version "1.2.8" + resolved "https://registry.yarnpkg.com/minimist/-/minimist-1.2.8.tgz#c1a464e7693302e082a075cee0c057741ac4772c" + integrity sha512-2yyAR8qBkN3YuheJanUpWC5U3bb5osDywNB8RzDVlDwDHbocAJveqqj1u8+SVD7jkWT4yvsHCpWqqWqAxb0zCA== + +mkdirp-classic@^0.5.2, mkdirp-classic@^0.5.3: + version "0.5.3" + resolved "https://registry.yarnpkg.com/mkdirp-classic/-/mkdirp-classic-0.5.3.tgz#fa10c9115cc6d8865be221ba47ee9bed78601113" + integrity sha512-gKLcREMhtuZRwRAfqP3RFW+TK4JqApVBtOIftVgjuABpAtpxhPGaDcfvbhNvD0B8iD1oUr/txX35NjcaY6Ns/A== + ml-array-mean@^1.1.6: version "1.1.6" resolved "https://registry.yarnpkg.com/ml-array-mean/-/ml-array-mean-1.1.6.tgz#d951a700dc8e3a17b3e0a583c2c64abd0c619c56" @@ -1109,11 +1349,28 @@ ms@2.1.3, ms@^2.0.0, ms@^2.1.1: resolved 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dependencies: + semver "^7.3.5" + +node-addon-api@^6.1.0: + version "6.1.0" + resolved "https://registry.yarnpkg.com/node-addon-api/-/node-addon-api-6.1.0.tgz#ac8470034e58e67d0c6f1204a18ae6995d9c0d76" + integrity sha512-+eawOlIgy680F0kBzPUNFhMZGtJ1YmqM6l4+Crf4IkImjYrO/mqPwRMh352g23uIaQKFItcQ64I7KMaJxHgAVA== + node-domexception@1.0.0: version "1.0.0" resolved "https://registry.yarnpkg.com/node-domexception/-/node-domexception-1.0.0.tgz#6888db46a1f71c0b76b3f7555016b63fe64766e5" @@ -1176,6 +1433,13 @@ on-finished@2.4.1: dependencies: ee-first "1.1.1" +once@^1.3.1, once@^1.4.0: + version "1.4.0" + resolved "https://registry.yarnpkg.com/once/-/once-1.4.0.tgz#583b1aa775961d4b113ac17d9c50baef9dd76bd1" + integrity sha512-lNaJgI+2Q5URQBkccEKHTQOPaXdUxnZZElQTZY0MFUAuaEqe1E+Nyvgdz/aIyNi6Z9MzO5dv1H8n58/GELp3+w== + dependencies: + wrappy "1" + one-time@^1.0.0: version "1.0.0" resolved "https://registry.yarnpkg.com/one-time/-/one-time-1.0.0.tgz#e06bc174aed214ed58edede573b433bbf827cb45" @@ -1183,6 +1447,37 @@ one-time@^1.0.0: dependencies: fn.name "1.x.x" +onnx-proto@^4.0.4: + version "4.0.4" + resolved "https://registry.yarnpkg.com/onnx-proto/-/onnx-proto-4.0.4.tgz#2431a25bee25148e915906dda0687aafe3b9e044" + integrity sha512-aldMOB3HRoo6q/phyB6QRQxSt895HNNw82BNyZ2CMh4bjeKv7g/c+VpAFtJuEMVfYLMbRx61hbuqnKceLeDcDA== + dependencies: + protobufjs "^6.8.8" + +onnxruntime-common@~1.14.0: + version "1.14.0" + resolved "https://registry.yarnpkg.com/onnxruntime-common/-/onnxruntime-common-1.14.0.tgz#2bb5dac5261269779aa5fb6536ca379657de8bf6" + integrity sha512-3LJpegM2iMNRX2wUmtYfeX/ytfOzNwAWKSq1HbRrKc9+uqG/FsEA0bbKZl1btQeZaXhC26l44NWpNUeXPII7Ew== + +onnxruntime-node@1.14.0: + version "1.14.0" + resolved "https://registry.yarnpkg.com/onnxruntime-node/-/onnxruntime-node-1.14.0.tgz#c4ae6c355cfae7d83abaf36dd39a905c4a010217" + integrity sha512-5ba7TWomIV/9b6NH/1x/8QEeowsb+jBEvFzU6z0T4mNsFwdPqXeFUM7uxC6QeSRkEbWu3qEB0VMjrvzN/0S9+w== + dependencies: + onnxruntime-common "~1.14.0" + +onnxruntime-web@1.14.0: + version "1.14.0" + resolved "https://registry.yarnpkg.com/onnxruntime-web/-/onnxruntime-web-1.14.0.tgz#c8cee538781b1d4c1c6b043934f4a3e6ddf1466e" + integrity sha512-Kcqf43UMfW8mCydVGcX9OMXI2VN17c0p6XvR7IPSZzBf/6lteBzXHvcEVWDPmCKuGombl997HgLqj91F11DzXw== + dependencies: + flatbuffers "^1.12.0" + guid-typescript "^1.0.9" + long "^4.0.0" + onnx-proto "^4.0.4" + onnxruntime-common "~1.14.0" + platform "^1.3.6" + openai@^4.26.0: version "4.31.0" resolved "https://registry.yarnpkg.com/openai/-/openai-4.31.0.tgz#5d96045c4eb244fa21f0fff0981043a2c9f09e8c" @@ -1246,11 +1541,53 @@ picomatch@^2.0.4, picomatch@^2.2.1: resolved "https://registry.yarnpkg.com/picomatch/-/picomatch-2.3.1.tgz#3ba3833733646d9d3e4995946c1365a67fb07a42" integrity sha512-JU3teHTNjmE2VCGFzuY8EXzCDVwEqB2a8fsIvwaStHhAWJEeVd1o1QD80CU6+ZdEXXSLbSsuLwJjkCBWqRQUVA== +platform@^1.3.6: + version "1.3.6" + resolved 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sha512-3/GWa9aOC0YeD7LUfvOG2NiDyhOWRvt1k+rcKhOuYnMY24iiCphgneUfJDyFXd6rZCAnuLBv6UeAULtrhT/F4A== +protobufjs@^6.8.8: + version "6.11.4" + resolved "https://registry.yarnpkg.com/protobufjs/-/protobufjs-6.11.4.tgz#29a412c38bf70d89e537b6d02d904a6f448173aa" + integrity sha512-5kQWPaJHi1WoCpjTGszzQ32PG2F4+wRY6BmAT4Vfw56Q2FZ4YZzK20xUYQH4YkfehY1e6QSICrJquM6xXZNcrw== + dependencies: + "@protobufjs/aspromise" "^1.1.2" + "@protobufjs/base64" "^1.1.2" + "@protobufjs/codegen" "^2.0.4" + "@protobufjs/eventemitter" "^1.1.0" + "@protobufjs/fetch" "^1.1.0" + "@protobufjs/float" "^1.0.2" + "@protobufjs/inquire" "^1.1.0" + "@protobufjs/path" "^1.1.2" + "@protobufjs/pool" "^1.1.0" + "@protobufjs/utf8" "^1.1.0" + "@types/long" "^4.0.1" + "@types/node" ">=13.7.0" + long "^4.0.0" + proxy-addr@~2.0.7: version "2.0.7" resolved "https://registry.yarnpkg.com/proxy-addr/-/proxy-addr-2.0.7.tgz#f19fe69ceab311eeb94b42e70e8c2070f9ba1025" @@ -1269,6 +1606,14 @@ pstree.remy@^1.1.8: resolved "https://registry.yarnpkg.com/pstree.remy/-/pstree.remy-1.1.8.tgz#c242224f4a67c21f686839bbdb4ac282b8373d3a" integrity sha512-77DZwxQmxKnu3aR542U+X8FypNzbfJ+C5XQDk3uWjWxn6151aIMGthWYRXTqT1E5oJvg+ljaa2OJi+VfvCOQ8w== +pump@^3.0.0: + version "3.0.0" + resolved "https://registry.yarnpkg.com/pump/-/pump-3.0.0.tgz#b4a2116815bde2f4e1ea602354e8c75565107a64" + integrity sha512-LwZy+p3SFs1Pytd/jYct4wpv49HiYCqd9Rlc5ZVdk0V+8Yzv6jR5Blk3TRmPL1ft69TxP0IMZGJ+WPFU2BFhww== + dependencies: + end-of-stream "^1.1.0" + once "^1.3.1" + qs@6.11.0: version "6.11.0" resolved "https://registry.yarnpkg.com/qs/-/qs-6.11.0.tgz#fd0d963446f7a65e1367e01abd85429453f0c37a" @@ -1276,6 +1621,11 @@ qs@6.11.0: dependencies: side-channel "^1.0.4" +queue-tick@^1.0.1: + version "1.0.1" + resolved "https://registry.yarnpkg.com/queue-tick/-/queue-tick-1.0.1.tgz#f6f07ac82c1fd60f82e098b417a80e52f1f4c142" + integrity sha512-kJt5qhMxoszgU/62PLP1CJytzd2NKetjSRnyuj31fDd3Rlcz3fzlFdFLD1SItunPwyqEOkca6GbV612BWfaBag== + range-parser@~1.2.1: version "1.2.1" resolved "https://registry.yarnpkg.com/range-parser/-/range-parser-1.2.1.tgz#3cf37023d199e1c24d1a55b84800c2f3e6468031" @@ -1291,7 +1641,17 @@ raw-body@2.5.2: iconv-lite "0.4.24" unpipe "1.0.0" -readable-stream@^3.4.0, readable-stream@^3.6.0: +rc@^1.2.7: + version "1.2.8" + resolved "https://registry.yarnpkg.com/rc/-/rc-1.2.8.tgz#cd924bf5200a075b83c188cd6b9e211b7fc0d3ed" + integrity sha512-y3bGgqKj3QBdxLbLkomlohkvsA8gdAiUQlSBJnBhfn+BPxg4bc62d8TcBW15wavDfgexCgccckhcZvywyQYPOw== + dependencies: + deep-extend "^0.6.0" + ini "~1.3.0" + minimist "^1.2.0" + strip-json-comments "~2.0.1" + +readable-stream@^3.1.1, readable-stream@^3.4.0, readable-stream@^3.6.0: version "3.6.2" resolved "https://registry.yarnpkg.com/readable-stream/-/readable-stream-3.6.2.tgz#56a9b36ea965c00c5a93ef31eb111a0f11056967" integrity sha512-9u/sniCrY3D5WdsERHzHE4G2YCXqoG5FTHUiCC4SIbr6XcLZBY05ya9EKjYek9O5xOAwjGq+1JdGBAS7Q9ScoA== @@ -1312,7 +1672,7 @@ retry@^0.13.1: resolved "https://registry.yarnpkg.com/retry/-/retry-0.13.1.tgz#185b1587acf67919d63b357349e03537b2484658" integrity sha512-XQBQ3I8W1Cge0Seh+6gjj03LbmRFWuoszgK9ooCpwYIrhhoO80pfq4cUkU5DkknwfOfFteRwlZ56PYOGYyFWdg== -safe-buffer@5.2.1, safe-buffer@~5.2.0: +safe-buffer@5.2.1, safe-buffer@^5.0.1, safe-buffer@~5.2.0: version "5.2.1" resolved "https://registry.yarnpkg.com/safe-buffer/-/safe-buffer-5.2.1.tgz#1eaf9fa9bdb1fdd4ec75f58f9cdb4e6b7827eec6" integrity sha512-rp3So07KcdmmKbGvgaNxQSJr7bGVSVk5S9Eq1F+ppbRo70+YeaDxkw5Dd8NPN+GD6bjnYm2VuPuCXmpuYvmCXQ== @@ -1332,7 +1692,7 @@ safe-stable-stringify@^2.3.1: resolved "https://registry.yarnpkg.com/safer-buffer/-/safer-buffer-2.1.2.tgz#44fa161b0187b9549dd84bb91802f9bd8385cd6a" integrity sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg== -semver@^7.5.3: +semver@^7.3.5, semver@^7.5.3, semver@^7.5.4: version "7.6.0" resolved "https://registry.yarnpkg.com/semver/-/semver-7.6.0.tgz#1a46a4db4bffcccd97b743b5005c8325f23d4e2d" integrity sha512-EnwXhrlwXMk9gKu5/flx5sv/an57AkRplG3hTK68W7FRDN+k+OWBj65M7719OkA82XLBxrcX0KSHj+X5COhOVg== @@ -1385,6 +1745,20 @@ setprototypeof@1.2.0: resolved "https://registry.yarnpkg.com/setprototypeof/-/setprototypeof-1.2.0.tgz#66c9a24a73f9fc28cbe66b09fed3d33dcaf1b424" integrity sha512-E5LDX7Wrp85Kil5bhZv46j8jOeboKq5JMmYM3gVGdGH8xFpPWXUMsNrlODCrkoxMEeNi/XZIwuRvY4XNwYMJpw== +sharp@^0.32.0: + version "0.32.6" + resolved "https://registry.yarnpkg.com/sharp/-/sharp-0.32.6.tgz#6ad30c0b7cd910df65d5f355f774aa4fce45732a" + integrity sha512-KyLTWwgcR9Oe4d9HwCwNM2l7+J0dUQwn/yf7S0EnTtb0eVS4RxO0eUSvxPtzT4F3SY+C4K6fqdv/DO27sJ/v/w== + dependencies: + color "^4.2.3" + detect-libc "^2.0.2" + node-addon-api "^6.1.0" + prebuild-install "^7.1.1" + semver "^7.5.4" + simple-get "^4.0.1" + tar-fs "^3.0.4" + tunnel-agent "^0.6.0" + side-channel@^1.0.4: version "1.0.6" resolved "https://registry.yarnpkg.com/side-channel/-/side-channel-1.0.6.tgz#abd25fb7cd24baf45466406b1096b7831c9215f2" @@ -1395,6 +1769,20 @@ side-channel@^1.0.4: get-intrinsic "^1.2.4" object-inspect "^1.13.1" +simple-concat@^1.0.0: + version "1.0.1" + resolved "https://registry.yarnpkg.com/simple-concat/-/simple-concat-1.0.1.tgz#f46976082ba35c2263f1c8ab5edfe26c41c9552f" + integrity sha512-cSFtAPtRhljv69IK0hTVZQ+OfE9nePi/rtJmw5UjHeVyVroEqJXP1sFztKUy1qU+xvz3u/sfYJLa947b7nAN2Q== + +simple-get@^4.0.0, simple-get@^4.0.1: + version "4.0.1" + resolved "https://registry.yarnpkg.com/simple-get/-/simple-get-4.0.1.tgz#4a39db549287c979d352112fa03fd99fd6bc3543" + integrity sha512-brv7p5WgH0jmQJr1ZDDfKDOSeWWg+OVypG99A/5vYGPqJ6pxiaHLy8nxtFjBA7oMa01ebA9gfh1uMCFqOuXxvA== + dependencies: + decompress-response "^6.0.0" + once "^1.3.1" + simple-concat "^1.0.0" + simple-swizzle@^0.2.2: version "0.2.2" resolved "https://registry.yarnpkg.com/simple-swizzle/-/simple-swizzle-0.2.2.tgz#a4da6b635ffcccca33f70d17cb92592de95e557a" @@ -1419,6 +1807,16 @@ statuses@2.0.1: resolved "https://registry.yarnpkg.com/statuses/-/statuses-2.0.1.tgz#55cb000ccf1d48728bd23c685a063998cf1a1b63" integrity sha512-RwNA9Z/7PrK06rYLIzFMlaF+l73iwpzsqRIFgbMLbTcLD6cOao82TaWefPXQvB2fOC4AjuYSEndS7N/mTCbkdQ== +streamx@^2.15.0, streamx@^2.16.1: + version "2.16.1" + resolved "https://registry.yarnpkg.com/streamx/-/streamx-2.16.1.tgz#2b311bd34832f08aa6bb4d6a80297c9caef89614" + integrity sha512-m9QYj6WygWyWa3H1YY69amr4nVgy61xfjys7xO7kviL5rfIEc2naf+ewFiOA+aEJD7y0JO3h2GoiUv4TDwEGzQ== + dependencies: + fast-fifo "^1.1.0" + queue-tick "^1.0.1" + optionalDependencies: + bare-events "^2.2.0" + string_decoder@^1.1.1: version "1.3.0" resolved "https://registry.yarnpkg.com/string_decoder/-/string_decoder-1.3.0.tgz#42f114594a46cf1a8e30b0a84f56c78c3edac21e" @@ -1426,6 +1824,11 @@ string_decoder@^1.1.1: dependencies: safe-buffer "~5.2.0" +strip-json-comments@~2.0.1: + version "2.0.1" + resolved "https://registry.yarnpkg.com/strip-json-comments/-/strip-json-comments-2.0.1.tgz#3c531942e908c2697c0ec344858c286c7ca0a60a" + integrity sha512-4gB8na07fecVVkOI6Rs4e7T6NOTki5EmL7TUduTs6bu3EdnSycntVJ4re8kgZA+wx9IueI2Y11bfbgwtzuE0KQ== + supports-color@^5.5.0: version "5.5.0" resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-5.5.0.tgz#e2e69a44ac8772f78a1ec0b35b689df6530efc8f" @@ -1433,6 +1836,47 @@ supports-color@^5.5.0: dependencies: has-flag "^3.0.0" +tar-fs@^2.0.0: + version "2.1.1" + resolved "https://registry.yarnpkg.com/tar-fs/-/tar-fs-2.1.1.tgz#489a15ab85f1f0befabb370b7de4f9eb5cbe8784" + integrity sha512-V0r2Y9scmbDRLCNex/+hYzvp/zyYjvFbHPNgVTKfQvVrb6guiE/fxP+XblDNR011utopbkex2nM4dHNV6GDsng== + dependencies: + chownr "^1.1.1" + mkdirp-classic "^0.5.2" + pump "^3.0.0" + tar-stream "^2.1.4" + +tar-fs@^3.0.4: + version "3.0.6" + resolved "https://registry.yarnpkg.com/tar-fs/-/tar-fs-3.0.6.tgz#eaccd3a67d5672f09ca8e8f9c3d2b89fa173f217" + integrity sha512-iokBDQQkUyeXhgPYaZxmczGPhnhXZ0CmrqI+MOb/WFGS9DW5wnfrLgtjUJBvz50vQ3qfRwJ62QVoCFu8mPVu5w== + dependencies: + pump "^3.0.0" + tar-stream "^3.1.5" + optionalDependencies: + bare-fs "^2.1.1" + bare-path "^2.1.0" + +tar-stream@^2.1.4: + version "2.2.0" + resolved "https://registry.yarnpkg.com/tar-stream/-/tar-stream-2.2.0.tgz#acad84c284136b060dc3faa64474aa9aebd77287" + integrity sha512-ujeqbceABgwMZxEJnk2HDY2DlnUZ+9oEcb1KzTVfYHio0UE6dG71n60d8D2I4qNvleWrrXpmjpt7vZeF1LnMZQ== + dependencies: + bl "^4.0.3" + end-of-stream "^1.4.1" + fs-constants "^1.0.0" + inherits "^2.0.3" + readable-stream "^3.1.1" + +tar-stream@^3.1.5: + version "3.1.7" + resolved "https://registry.yarnpkg.com/tar-stream/-/tar-stream-3.1.7.tgz#24b3fb5eabada19fe7338ed6d26e5f7c482e792b" + integrity sha512-qJj60CXt7IU1Ffyc3NJMjh6EkuCFej46zUqJ4J7pqYlThyd9bO0XBTmcOIhSzZJVWfsLks0+nle/j538YAW9RQ== + dependencies: + b4a "^1.6.4" + fast-fifo "^1.2.0" + streamx "^2.15.0" + text-hex@1.0.x: version "1.0.0" resolved "https://registry.yarnpkg.com/text-hex/-/text-hex-1.0.0.tgz#69dc9c1b17446ee79a92bf5b884bb4b9127506f5" @@ -1486,6 +1930,13 @@ ts-node@^10.9.2: v8-compile-cache-lib "^3.0.1" yn "3.1.1" +tunnel-agent@^0.6.0: + version "0.6.0" + resolved "https://registry.yarnpkg.com/tunnel-agent/-/tunnel-agent-0.6.0.tgz#27a5dea06b36b04a0a9966774b290868f0fc40fd" + integrity sha512-McnNiV1l8RYeY8tBgEpuodCC1mLUdbSN+CYBL7kJsJNInOP8UjDDEwdk6Mw60vdLLrr5NHKZhMAOSrR2NZuQ+w== + dependencies: + safe-buffer "^5.0.1" + type-is@~1.6.18: version "1.6.18" resolved "https://registry.yarnpkg.com/type-is/-/type-is-1.6.18.tgz#4e552cd05df09467dcbc4ef739de89f2cf37c131" @@ -1598,6 +2049,11 @@ winston@^3.13.0: triple-beam "^1.3.0" winston-transport "^4.7.0" +wrappy@1: + version "1.0.2" + resolved "https://registry.yarnpkg.com/wrappy/-/wrappy-1.0.2.tgz#b5243d8f3ec1aa35f1364605bc0d1036e30ab69f" + integrity sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ== + ws@^8.16.0: version "8.16.0" resolved "https://registry.yarnpkg.com/ws/-/ws-8.16.0.tgz#d1cd774f36fbc07165066a60e40323eab6446fd4"