m

index.js

@@ -19,15 +19,18 @@ var __importDefault = (this && this.__importDefault) || function (mod) {
     return (mod && mod.__esModule) ? mod : { "default": mod };
 };
 Object.defineProperty(exports, "__esModule", { value: true });
-exports.getGOterms = exports.getSymbol = void 0;
+exports.getAllSymbols = exports.getN = exports.getGOterms = exports.getSymbol = void 0;
 const fs_1 = __importDefault(require("fs"));
 const readline_1 = __importDefault(require("readline"));
+const stats_1 = require("@stdlib/stats");
 const line$ = (path) => readline_1.default.createInterface({
     input: fs_1.default.createReadStream(path),
     crlfDelay: Infinity
 });
 // http://geneontology.org/docs/guide-go-evidence-codes/
 // http://wiki.geneontology.org/index.php/Category:Evidence_Codes
+// http://current.geneontology.org/ontology/go-basic.obo
+// http://current.geneontology.org/annotations/goa_human.gaf.gz
 const getSymbol = (symbol, goaPath, oboPath) => __awaiter(void 0, void 0, void 0, function* () {
     var e_1, _a;
     var _b;
@@ -65,6 +68,7 @@ const getSymbol = (symbol, goaPath, oboPath) => __awaiter(void 0, void 0, void 0
 exports.getSymbol = getSymbol;
 const getGOterms = (terms, oboPath) => __awaiter(void 0, void 0, void 0, function* () {
     var e_2, _e;
+    terms = Array.isArray(terms) ? terms : [terms];
     const testerList = terms.map(e => new RegExp('id: ' + e));
     let delim = false;
     const results = [];
@@ -93,3 +97,87 @@ const getGOterms = (terms, oboPath) => __awaiter(void 0, void 0, void 0, functio
     return results;
 });
 exports.getGOterms = getGOterms;
+const getN = (terms, qualifiers, goaPath, oboPath) => __awaiter(void 0, void 0, void 0, function* () {
+    var e_3, _h;
+    terms = Array.isArray(terms) ? terms : [terms];
+    qualifiers = Array.isArray(qualifiers) ? qualifiers : [qualifiers];
+    let qualifs = {};
+    let termsList = [];
+    for (const term of terms) {
+        termsList.push(Object.assign(Object.assign({ nTotal: 0, genes: [] }, (yield getGOterms(term, oboPath))[0]), { test: new RegExp('\t' + term + '\t') }));
+    }
+    qualifiers.map((e) => qualifs[e] = {});
+    try {
+        for (var _j = __asyncValues(line$(goaPath)), _k; _k = yield _j.next(), !_k.done;) {
+            const line = _k.value;
+            const t = termsList.filter((rx) => rx.test.test(line));
+            if (t.length > 0) {
+                termsList = termsList.map((rx) => {
+                    if (rx.test.test(line)) {
+                        const genes = [...new Set([...(rx === null || rx === void 0 ? void 0 : rx.genes), line.split('\t')[2]])];
+                        return Object.assign(Object.assign({}, rx), { nTotal: genes.length, genes });
+                    }
+                    else {
+                        return rx;
+                    }
+                });
+            }
+        }
+    }
+    catch (e_3_1) { e_3 = { error: e_3_1 }; }
+    finally {
+        try {
+            if (_k && !_k.done && (_h = _j.return)) yield _h.call(_j);
+        }
+        finally { if (e_3) throw e_3.error; }
+    }
+    return termsList.map((e) => {
+        delete e['test'];
+        return e;
+    });
+});
+exports.getN = getN;
+const headerGOA = [
+    'database', 'ID', 'Symbol', 'Qualifier',
+    'GO_Term', 'Evidence', 'Evidence_Code',
+    'With', 'From', 'Name', 'Alternative_symbols',
+    'Class', 'Taxon', 'Date', 'Origin'
+];
+const getAllSymbols = (symbols, qualifier, goaPath, oboPath) => __awaiter(void 0, void 0, void 0, function* () {
+    var e_4, _l;
+    symbols = Array.isArray(symbols) ? symbols : [symbols];
+    const testerList = [...new Set(symbols)].map(e => new RegExp('\t' + e + '\t' + qualifier + '\t'));
+    const allGoa = [];
+    const allGenes = {};
+    try {
+        for (var _m = __asyncValues(line$(goaPath)), _o; _o = yield _m.next(), !_o.done;) {
+            const line = _o.value;
+            if (testerList.some(rx => rx.test(line))) {
+                allGoa.push(line.split('\t').
+                    reduce((p, c, i) => (Object.assign(Object.assign({}, p), { [headerGOA[i]]: c })), {}));
+            }
+            allGenes[line.split('\t')[2]] = {};
+        }
+    }
+    catch (e_4_1) { e_4 = { error: e_4_1 }; }
+    finally {
+        try {
+            if (_o && !_o.done && (_l = _m.return)) yield _l.call(_m);
+        }
+        finally { if (e_4) throw e_4.error; }
+    }
+    const nAllGenes = Object.keys(allGenes).length;
+    console.log(nAllGenes);
+    const allIDs = yield getN([...new Set(allGoa.map((e) => e.GO_Term))], qualifier, goaPath, oboPath);
+    return allIDs.map((e) => {
+        const observedGenes = symbols.filter((ee) => e.genes.includes(ee));
+        const observedGenesNotIn = symbols.filter((ee) => !e.genes.includes(ee));
+        // const allIn = Object.keys(allGenes).filter((ee:any)=>)
+        const diff = e.genes.length - observedGenes.length;
+        return Object.assign({ n: observedGenes.length, prop: observedGenes.length / e.genes.length, chi2test: (0, stats_1.chi2test)([[observedGenes.length,
+                    diff < 0 ? 0 : diff],
+                [symbols.length,
+                    nAllGenes]]).pValue, observedGenes }, e);
+    }).sort((a, b) => b.chi2test - a.chi2test);
+});
+exports.getAllSymbols = getAllSymbols;

index.ts

@@ -1,5 +1,6 @@
 import fs from 'fs'
 import readline from 'readline'
+import {chi2test} from '@stdlib/stats'
 
 const line$ = (path: string) => readline.createInterface({
     input: fs.createReadStream(path),
@@ -36,9 +37,10 @@ const getSymbol = async (symbol:string, goaPath:string, oboPath:string) => {
 }
 
 const getGOterms = async (
-    terms: string[],
+    terms: string[] | string,
     oboPath: string
 ) => {
+    terms = Array.isArray(terms) ? terms : [terms]
     const testerList = terms.map(e => new RegExp('id: ' + e))
     let delim = false
     const results = []
@@ -55,4 +57,95 @@ const getGOterms = async (
     return results
 }
 
-export { getSymbol, getGOterms }
+const getN = async (
+    terms: string | string[],
+    qualifiers: string | string[],
+    goaPath: string,
+    oboPath: string
+) => {
+    terms = Array.isArray(terms) ? terms : [terms]
+    qualifiers = Array.isArray(qualifiers) ? qualifiers : [qualifiers]
+
+    let qualifs = {} as {[key:string]: {[key:string]:any}}
+    let termsList: any[] = []
+    for (const term of terms) {
+        termsList.push({
+            nTotal: 0,
+            genes: [],
+            ...(await getGOterms(term, oboPath))[0],
+            test: new RegExp('\t' + term + '\t'),
+        })
+    }
+
+    qualifiers.map((e:any)=> qualifs[e] = {})
+    
+    for await (const line of line$(goaPath)) {
+        const t = termsList.filter((rx:any) => rx.test.test(line))
+        if (t.length > 0) {
+            termsList = termsList.map((rx:any) => {
+                if (rx.test.test(line)) {
+                    const genes = [...new Set([...(rx?.genes), line.split('\t')[2]])]
+                    return {...rx, nTotal:genes.length, genes}
+                } else {
+                    return rx
+                }
+            })
+        }
+    }
+    return termsList.map((e:any)=> {
+        delete e['test']
+        return e
+    })
+}
+
+const headerGOA = [
+    'database', 'ID', 'Symbol', 'Qualifier', 
+    'GO_Term', 'Evidence', 'Evidence_Code', 
+    'With', 'From','Name', 'Alternative_symbols', 
+    'Class', 'Taxon', 'Date', 'Origin']
+
+const getAllSymbols = async (
+    symbols: string[],
+    qualifier: string,
+    goaPath: string,
+    oboPath: string
+) => {
+    symbols = Array.isArray(symbols) ? symbols : [symbols]
+    const testerList = [...new Set(symbols)].map(e => new RegExp('\t' + e + '\t' + qualifier + '\t'))
+    const allGoa     = [] as Array<{[key:string]:any}>
+    const allGenes = {} as {[key:string]: any}
+    for await (const line of line$(goaPath)) {
+        if (testerList.some(rx => rx.test(line))) {
+            allGoa.push(
+                line.split('\t').
+                reduce((p,c,i) => ({...p, [headerGOA[i]] : c}), {})
+            )
+        }
+        allGenes[line.split('\t')[2]] = {}
+    }
+    const nAllGenes = Object.keys(allGenes).length
+    console.log(nAllGenes);
+    
+    const allIDs = await getN([...new Set(allGoa.map((e:any)=> e.GO_Term))], qualifier, goaPath, oboPath)
+    
+    return allIDs.map((e:any) => {
+        const observedGenes = symbols.filter((ee:string)=> e.genes.includes(ee))
+        // const observedGenesNotIn = symbols.filter((ee:string)=> !e.genes.includes(ee))
+        // const allIn = Object.keys(allGenes).filter((ee:any)=>)
+        const diff = e.genes.length - observedGenes.length
+        return {
+            n: observedGenes.length,
+            prop: observedGenes.length/e.genes.length,
+            chi2test: chi2test(
+                [[observedGenes.length,
+                diff < 0 ? 0 : diff],
+                [symbols.length,
+                nAllGenes]]
+            ).pValue,
+            observedGenes,
+            ...e
+        }
+    }).sort((a,b) => b.chi2test - a.chi2test)
+}
+
+export { getSymbol, getGOterms, getN, getAllSymbols }

node_modules/.yarn-integrity

@@ -6,12 +6,54 @@
   "flags": [],
   "linkedModules": [],
   "topLevelPatterns": [
+    "@stdlib/stats@^0.0.13",
     "@types/node@^17.0.21",
+    "fishers-exact-test@^1.0.5",
     "typescript@^4.6.2"
   ],
   "lockfileEntries": {
+    "@stdlib/array@^0.0.x": "https://registry.yarnpkg.com/@stdlib/array/-/array-0.0.12.tgz#12f40ab95bb36d424cdad991f29fc3cb491ee29e",
+    "@stdlib/assert@^0.0.x": "https://registry.yarnpkg.com/@stdlib/assert/-/assert-0.0.12.tgz#1648c9016e5041291f55a6464abcc4069c5103ce",
+    "@stdlib/bigint@^0.0.x": "https://registry.yarnpkg.com/@stdlib/bigint/-/bigint-0.0.11.tgz#c416a1d727001c55f4897e6424124199d638f2fd",
+    "@stdlib/blas@^0.0.x": "https://registry.yarnpkg.com/@stdlib/blas/-/blas-0.0.12.tgz#7e93e42b4621fc6903bf63264f045047333536c2",
+    "@stdlib/buffer@^0.0.x": "https://registry.yarnpkg.com/@stdlib/buffer/-/buffer-0.0.11.tgz#6137b00845e6c905181cc7ebfae9f7e47c01b0ce",
+    "@stdlib/cli@^0.0.x": "https://registry.yarnpkg.com/@stdlib/cli/-/cli-0.0.10.tgz#28e2fbe6865d7f5cd15b7dc5846c99bd3b91674f",
+    "@stdlib/complex@^0.0.x": "https://registry.yarnpkg.com/@stdlib/complex/-/complex-0.0.12.tgz#3afbc190cd0a9b37fc7c6e508c3aa9fda9106944",
+    "@stdlib/constants@^0.0.x": "https://registry.yarnpkg.com/@stdlib/constants/-/constants-0.0.11.tgz#78cd56d6c2982b30264843c3d75bde7125e90cd2",
+    "@stdlib/fs@^0.0.x": "https://registry.yarnpkg.com/@stdlib/fs/-/fs-0.0.12.tgz#662365fd5846a51f075724b4f2888ae88441b70d",
+    "@stdlib/math@^0.0.x": "https://registry.yarnpkg.com/@stdlib/math/-/math-0.0.11.tgz#eb6638bc03a20fbd6727dd5b977ee0170bda4649",
+    "@stdlib/ndarray@^0.0.x": "https://registry.yarnpkg.com/@stdlib/ndarray/-/ndarray-0.0.13.tgz#2e8fc645e10f56a645a0ab81598808c0e8f43b82",
+    "@stdlib/nlp@^0.0.x": "https://registry.yarnpkg.com/@stdlib/nlp/-/nlp-0.0.11.tgz#532ec0f7267b8d639e4c20c6de864e8de8a09054",
+    "@stdlib/number@^0.0.x": "https://registry.yarnpkg.com/@stdlib/number/-/number-0.0.10.tgz#4030ad8fc3fac19a9afb415c443cee6deea0e65c",
+    "@stdlib/os@^0.0.x": "https://registry.yarnpkg.com/@stdlib/os/-/os-0.0.12.tgz#08bbf013c62a7153099fa9cbac086ca1349a4677",
+    "@stdlib/process@^0.0.x": "https://registry.yarnpkg.com/@stdlib/process/-/process-0.0.12.tgz#123325079d89a32f4212f72fb694f8fe3614cf18",
+    "@stdlib/random@^0.0.x": "https://registry.yarnpkg.com/@stdlib/random/-/random-0.0.12.tgz#e819c3abd602ed5559ba800dba751e49c633ff85",
+    "@stdlib/regexp@^0.0.x": "https://registry.yarnpkg.com/@stdlib/regexp/-/regexp-0.0.13.tgz#80b98361dc7a441b47bc3fa964bb0c826759e971",
+    "@stdlib/stats@^0.0.13": "https://registry.yarnpkg.com/@stdlib/stats/-/stats-0.0.13.tgz#87c973f385379d794707c7b5196a173dba8b07e1",
+    "@stdlib/stats@^0.0.x": "https://registry.yarnpkg.com/@stdlib/stats/-/stats-0.0.13.tgz#87c973f385379d794707c7b5196a173dba8b07e1",
+    "@stdlib/streams@^0.0.x": "https://registry.yarnpkg.com/@stdlib/streams/-/streams-0.0.12.tgz#07f5ceae5852590afad8e1cb7ce94174becc8739",
+    "@stdlib/strided@^0.0.x": "https://registry.yarnpkg.com/@stdlib/strided/-/strided-0.0.12.tgz#86ac48e660cb7f64a45cf07e80cbbfe58be21ae1",
+    "@stdlib/string@^0.0.x": "https://registry.yarnpkg.com/@stdlib/string/-/string-0.0.13.tgz#37457ca49e8d1dff0e523c68f5673c655c79eb2d",
+    "@stdlib/symbol@^0.0.x": "https://registry.yarnpkg.com/@stdlib/symbol/-/symbol-0.0.12.tgz#b9f396b0bf269c2985bb7fe99810a8e26d7288c3",
+    "@stdlib/time@^0.0.x": "https://registry.yarnpkg.com/@stdlib/time/-/time-0.0.14.tgz#ea6daa438b1d3b019b99f5091117ee4bcef55d60",
+    "@stdlib/types@^0.0.x": "https://registry.yarnpkg.com/@stdlib/types/-/types-0.0.14.tgz#02d3aab7a9bfaeb86e34ab749772ea22f7b2f7e0",
+    "@stdlib/utils@^0.0.x": "https://registry.yarnpkg.com/@stdlib/utils/-/utils-0.0.12.tgz#670de5a7b253f04f11a4cba38f790e82393bcb46",
     "@types/node@^17.0.21": "https://registry.yarnpkg.com/@types/node/-/node-17.0.21.tgz#864b987c0c68d07b4345845c3e63b75edd143644",
-    "typescript@^4.6.2": "https://registry.npmjs.org/typescript/-/typescript-4.6.2.tgz"
+    "big.js@^6.1.1": "https://registry.yarnpkg.com/big.js/-/big.js-6.1.1.tgz#63b35b19dc9775c94991ee5db7694880655d5537",
+    "core-util-is@~1.0.0": "https://registry.yarnpkg.com/core-util-is/-/core-util-is-1.0.3.tgz#a6042d3634c2b27e9328f837b965fac83808db85",
+    "debug@^2.6.9": "https://registry.yarnpkg.com/debug/-/debug-2.6.9.tgz#5d128515df134ff327e90a4c93f4e077a536341f",
+    "fishers-exact-test@^1.0.5": "https://registry.yarnpkg.com/fishers-exact-test/-/fishers-exact-test-1.0.5.tgz#6556ebf4d4c07b8b3363d9f580c62d21f6eb3baf",
+    "inherits@~2.0.3": "https://registry.yarnpkg.com/inherits/-/inherits-2.0.4.tgz#0fa2c64f932917c3433a0ded55363aae37416b7c",
+    "isarray@~1.0.0": "https://registry.yarnpkg.com/isarray/-/isarray-1.0.0.tgz#bb935d48582cba168c06834957a54a3e07124f11",
+    "minimist@^1.2.0": "https://registry.yarnpkg.com/minimist/-/minimist-1.2.6.tgz#8637a5b759ea0d6e98702cfb3a9283323c93af44",
+    "ms@2.0.0": "https://registry.yarnpkg.com/ms/-/ms-2.0.0.tgz#5608aeadfc00be6c2901df5f9861788de0d597c8",
+    "process-nextick-args@~2.0.0": "https://registry.yarnpkg.com/process-nextick-args/-/process-nextick-args-2.0.1.tgz#7820d9b16120cc55ca9ae7792680ae7dba6d7fe2",
+    "readable-stream@^2.1.4": "https://registry.yarnpkg.com/readable-stream/-/readable-stream-2.3.7.tgz#1eca1cf711aef814c04f62252a36a62f6cb23b57",
+    "safe-buffer@~5.1.0": "https://registry.yarnpkg.com/safe-buffer/-/safe-buffer-5.1.2.tgz#991ec69d296e0313747d59bdfd2b745c35f8828d",
+    "safe-buffer@~5.1.1": "https://registry.yarnpkg.com/safe-buffer/-/safe-buffer-5.1.2.tgz#991ec69d296e0313747d59bdfd2b745c35f8828d",
+    "string_decoder@~1.1.1": "https://registry.yarnpkg.com/string_decoder/-/string_decoder-1.1.1.tgz#9cf1611ba62685d7030ae9e4ba34149c3af03fc8",
+    "typescript@^4.6.2": "https://registry.npmjs.org/typescript/-/typescript-4.6.2.tgz",
+    "util-deprecate@~1.0.1": "https://registry.yarnpkg.com/util-deprecate/-/util-deprecate-1.0.2.tgz#450d4dc9fa70de732762fbd2d4a28981419a0ccf"
   },
   "files": [],
   "artifacts": {}

package.json

@@ -13,5 +13,9 @@
   "devDependencies": {
     "@types/node": "^17.0.21",
     "typescript": "^4.6.2"
+  },
+  "dependencies": {
+    "@stdlib/stats": "^0.0.13",
+    "fishers-exact-test": "^1.0.5"
   }
 }

yarn-error.log

@@ -0,0 +1,79 @@
+Arguments: 
+  /usr/local/bin/node /usr/local/bin/yarn add @stdlib
+
+PATH: 
+  /usr/bin:/home/thomas/perl5/bin:/home/thomas/.local/bin:/home/thomas/.local/bin:/usr/bin:/home/thomas/perl5/bin:/home/thomas/miniconda3/bin:/home/thomas/miniconda3/condabin:/home/thomas/.local/bin:/home/thomas/.local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin:/snap/bin:/usr/local/go/bin:/opt/spark/bin:/opt/spark/sbin:/home/thomas/miniconda3/bin:/home/thomas/miniconda3/condabin:/home/thomas/.local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin:/bin:/sbin:/usr/local/go/bin:/home/thomas/go/bin:/usr/local/go/bin:/opt/spark/bin:/opt/spark/sbin:/home/thomas/miniconda3/bin:/home/thomas/miniconda3/condabin:/opt/spark/bin:/opt/spark/sbin:/home/thomas/miniconda3/bin:/home/thomas/miniconda3/condabin:/home/thomas/.local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin:/bin:/sbin:/usr/local/go/bin:/home/thomas/go/bin:/opt/spark/bin:/opt/spark/sbin:/home/thomas/miniconda3/bin:/home/thomas/miniconda3/condabin
+
+Yarn version: 
+  1.22.17
+
+Node version: 
+  16.13.1
+
+Platform: 
+  linux x64
+
+Trace: 
+  Error: https://registry.yarnpkg.com/@stdlib: Request "https://registry.yarnpkg.com/@stdlib" returned a 405
+      at Request.params.callback [as _callback] (/usr/local/lib/node_modules/yarn/lib/cli.js:67038:18)
+      at Request.self.callback (/usr/local/lib/node_modules/yarn/lib/cli.js:140883:22)
+      at Request.emit (node:events:390:28)
+      at Request.<anonymous> (/usr/local/lib/node_modules/yarn/lib/cli.js:141855:10)
+      at Request.emit (node:events:390:28)
+      at IncomingMessage.<anonymous> (/usr/local/lib/node_modules/yarn/lib/cli.js:141777:12)
+      at Object.onceWrapper (node:events:509:28)
+      at IncomingMessage.emit (node:events:402:35)
+      at endReadableNT (node:internal/streams/readable:1343:12)
+      at processTicksAndRejections (node:internal/process/task_queues:83:21)
+
+npm manifest: 
+  {
+    "name": "goparser",
+    "version": "1.0.0",
+    "description": "",
+    "main": "index.js",
+    "scripts": {
+      "build": "tsc",
+      "test": "echo \"Error: no test specified\" && exit 1"
+    },
+    "keywords": [],
+    "author": "",
+    "license": "ISC",
+    "devDependencies": {
+      "@types/node": "^17.0.21",
+      "typescript": "^4.6.2"
+    },
+    "dependencies": {
+      "fishers-exact-test": "^1.0.5"
+    }
+  }
+
+yarn manifest: 
+  No manifest
+
+Lockfile: 
+  # THIS IS AN AUTOGENERATED FILE. DO NOT EDIT THIS FILE DIRECTLY.
+  # yarn lockfile v1
+  
+  
+  "@types/node@^17.0.21":
+    version "17.0.21"
+    resolved "https://registry.yarnpkg.com/@types/node/-/node-17.0.21.tgz#864b987c0c68d07b4345845c3e63b75edd143644"
+    integrity sha512-DBZCJbhII3r90XbQxI8Y9IjjiiOGlZ0Hr32omXIZvwwZ7p4DMMXGrKXVyPfuoBOri9XNtL0UK69jYIBIsRX3QQ==
+  
+  big.js@^6.1.1:
+    version "6.1.1"
+    resolved "https://registry.yarnpkg.com/big.js/-/big.js-6.1.1.tgz#63b35b19dc9775c94991ee5db7694880655d5537"
+    integrity sha512-1vObw81a8ylZO5ePrtMay0n018TcftpTA5HFKDaSuiUDBo8biRBtjIobw60OpwuvrGk+FsxKamqN4cnmj/eXdg==
+  
+  fishers-exact-test@^1.0.5:
+    version "1.0.5"
+    resolved "https://registry.yarnpkg.com/fishers-exact-test/-/fishers-exact-test-1.0.5.tgz#6556ebf4d4c07b8b3363d9f580c62d21f6eb3baf"
+    integrity sha512-MggeIXuc8f3ODTiIS9G9Nh/hWBJ8qOT9wMU0ALE6fgc9Y5ikLDrUBqQKmjz5NXcSWOaIS/ZIWQi1KDWUIWtpqA==
+    dependencies:
+      big.js "^6.1.1"
+  
+  typescript@^4.6.2:
+    version "4.6.2"
+    resolved "https://registry.npmjs.org/typescript/-/typescript-4.6.2.tgz"
+    integrity sha512-HM/hFigTBHZhLXshn9sN37H085+hQGeJHJ/X7LpBWLID/fbc2acUMfU+lGD98X81sKP+pFa9f0DZmCwB9GnbAg==

yarn.lock

@@ -2,12 +2,420 @@
 # yarn lockfile v1
 
 
+"@stdlib/array@^0.0.x":
+  version "0.0.12"
+  resolved "https://registry.yarnpkg.com/@stdlib/array/-/array-0.0.12.tgz#12f40ab95bb36d424cdad991f29fc3cb491ee29e"
+  integrity sha512-nDksiuvRC1dSTHrf5yOGQmlRwAzSKV8MdFQwFSvLbZGGhi5Y4hExqea5HloLgNVouVs8lnAFi2oubSM4Mc7YAg==
+  dependencies:
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/blas" "^0.0.x"
+    "@stdlib/complex" "^0.0.x"
+    "@stdlib/constants" "^0.0.x"
+    "@stdlib/math" "^0.0.x"
+    "@stdlib/symbol" "^0.0.x"
+    "@stdlib/types" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+
+"@stdlib/assert@^0.0.x":
+  version "0.0.12"
+  resolved "https://registry.yarnpkg.com/@stdlib/assert/-/assert-0.0.12.tgz#1648c9016e5041291f55a6464abcc4069c5103ce"
+  integrity sha512-38FxFf+ZoQZbdc+m09UsWtaCmzd/2e7im0JOaaFYE7icmRfm+4KiE9BRvBT4tIn7ioLB2f9PsBicKjIsf+tY1w==
+  dependencies:
+    "@stdlib/array" "^0.0.x"
+    "@stdlib/cli" "^0.0.x"
+    "@stdlib/complex" "^0.0.x"
+    "@stdlib/constants" "^0.0.x"
+    "@stdlib/fs" "^0.0.x"
+    "@stdlib/math" "^0.0.x"
+    "@stdlib/ndarray" "^0.0.x"
+    "@stdlib/number" "^0.0.x"
+    "@stdlib/os" "^0.0.x"
+    "@stdlib/process" "^0.0.x"
+    "@stdlib/regexp" "^0.0.x"
+    "@stdlib/streams" "^0.0.x"
+    "@stdlib/string" "^0.0.x"
+    "@stdlib/symbol" "^0.0.x"
+    "@stdlib/types" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+
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+  version "0.0.11"
+  resolved "https://registry.yarnpkg.com/@stdlib/bigint/-/bigint-0.0.11.tgz#c416a1d727001c55f4897e6424124199d638f2fd"
+  integrity sha512-uz0aYDLABAYyqxaCSHYbUt0yPkXYUCR7TrVvHN+UUD3i8FZ02ZKcLO+faKisDyxKEoSFTNtn3Ro8Ir5ebOlVXQ==
+  dependencies:
+    "@stdlib/utils" "^0.0.x"
+
+"@stdlib/blas@^0.0.x":
+  version "0.0.12"
+  resolved "https://registry.yarnpkg.com/@stdlib/blas/-/blas-0.0.12.tgz#7e93e42b4621fc6903bf63264f045047333536c2"
+  integrity sha512-nWY749bWceuoWQ7gz977blCwR7lyQ/rsIXVO4b600h+NFpeA2i/ea7MYC680utIbeu2cnDWHdglBPoK535VAzA==
+  dependencies:
+    "@stdlib/array" "^0.0.x"
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/math" "^0.0.x"
+    "@stdlib/number" "^0.0.x"
+    "@stdlib/types" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+
+"@stdlib/buffer@^0.0.x":
+  version "0.0.11"
+  resolved "https://registry.yarnpkg.com/@stdlib/buffer/-/buffer-0.0.11.tgz#6137b00845e6c905181cc7ebfae9f7e47c01b0ce"
+  integrity sha512-Jeie5eDDa1tVuRcuU+cBXI/oOXSmMxUUccZpqXzgYe0IO8QSNtNxv9mUTzJk/m5wH+lmLoDvNxzPpOH9TODjJg==
+  dependencies:
+    "@stdlib/array" "^0.0.x"
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/process" "^0.0.x"
+    "@stdlib/types" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+
+"@stdlib/cli@^0.0.x":
+  version "0.0.10"
+  resolved "https://registry.yarnpkg.com/@stdlib/cli/-/cli-0.0.10.tgz#28e2fbe6865d7f5cd15b7dc5846c99bd3b91674f"
+  integrity sha512-OITGaxG46kwK799+NuOd/+ccosJ9koVuQBC610DDJv0ZJf8mD7sbjGXrmue9C4EOh8MP7Vm/6HN14BojX8oTCg==
+  dependencies:
+    "@stdlib/utils" "^0.0.x"
+    minimist "^1.2.0"
+
+"@stdlib/complex@^0.0.x":
+  version "0.0.12"
+  resolved "https://registry.yarnpkg.com/@stdlib/complex/-/complex-0.0.12.tgz#3afbc190cd0a9b37fc7c6e508c3aa9fda9106944"
+  integrity sha512-UbZBdaUxT2G+lsTIrVlRZwx2IRY6GXnVILggeejsIVxHSuK+oTyapfetcAv0FJFLP+Rrr+ZzrN4b9G3hBw6NHA==
+  dependencies:
+    "@stdlib/array" "^0.0.x"
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/types" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+
+"@stdlib/constants@^0.0.x":
+  version "0.0.11"
+  resolved "https://registry.yarnpkg.com/@stdlib/constants/-/constants-0.0.11.tgz#78cd56d6c2982b30264843c3d75bde7125e90cd2"
+  integrity sha512-cWKy0L9hXHUQTvFzdPkTvZnn/5Pjv7H4UwY0WC1rLt+A5CxFDJKjvnIi9ypSzJS3CAiGl1ZaHCdadoqXhNdkUg==
+  dependencies:
+    "@stdlib/array" "^0.0.x"
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/number" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+
+"@stdlib/fs@^0.0.x":
+  version "0.0.12"
+  resolved "https://registry.yarnpkg.com/@stdlib/fs/-/fs-0.0.12.tgz#662365fd5846a51f075724b4f2888ae88441b70d"
+  integrity sha512-zcDLbt39EEM3M3wJW6luChS53B8T+TMJkjs2526UpKJ71O0/0adR57cI7PfCpkMd33d05uM7GM+leEj4eks4Cw==
+  dependencies:
+    "@stdlib/array" "^0.0.x"
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/cli" "^0.0.x"
+    "@stdlib/math" "^0.0.x"
+    "@stdlib/process" "^0.0.x"
+    "@stdlib/string" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+    debug "^2.6.9"
+
+"@stdlib/math@^0.0.x":
+  version "0.0.11"
+  resolved "https://registry.yarnpkg.com/@stdlib/math/-/math-0.0.11.tgz#eb6638bc03a20fbd6727dd5b977ee0170bda4649"
+  integrity sha512-qI78sR1QqGjHj8k/aAqkZ51Su2fyBvaR/jMKQqcB/ML8bpYpf+QGlGvTty5Qdru/wpqds4kVFOVbWGcNFIV2+Q==
+  dependencies:
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/constants" "^0.0.x"
+    "@stdlib/ndarray" "^0.0.x"
+    "@stdlib/number" "^0.0.x"
+    "@stdlib/strided" "^0.0.x"
+    "@stdlib/symbol" "^0.0.x"
+    "@stdlib/types" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+    debug "^2.6.9"
+
+"@stdlib/ndarray@^0.0.x":
+  version "0.0.13"
+  resolved "https://registry.yarnpkg.com/@stdlib/ndarray/-/ndarray-0.0.13.tgz#2e8fc645e10f56a645a0ab81598808c0e8f43b82"
+  integrity sha512-Z+U9KJP4U2HWrLtuAXSPvhNetAdqaNLMcliR6S/fz+VPlFDeymRK7omRFMgVQ+1zcAvIgKZGJxpLC3vjiPUYEw==
+  dependencies:
+    "@stdlib/array" "^0.0.x"
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/bigint" "^0.0.x"
+    "@stdlib/buffer" "^0.0.x"
+    "@stdlib/complex" "^0.0.x"
+    "@stdlib/constants" "^0.0.x"
+    "@stdlib/math" "^0.0.x"
+    "@stdlib/number" "^0.0.x"
+    "@stdlib/string" "^0.0.x"
+    "@stdlib/types" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+
+"@stdlib/nlp@^0.0.x":
+  version "0.0.11"
+  resolved "https://registry.yarnpkg.com/@stdlib/nlp/-/nlp-0.0.11.tgz#532ec0f7267b8d639e4c20c6de864e8de8a09054"
+  integrity sha512-D9avYWANm0Db2W7RpzdSdi5GxRYALGAqUrNnRnnKIO6sMEfr/DvONoAbWruda4QyvSC+0MJNwcEn7+PHhRwYhw==
+  dependencies:
+    "@stdlib/array" "^0.0.x"
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/math" "^0.0.x"
+    "@stdlib/random" "^0.0.x"
+    "@stdlib/string" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+
+"@stdlib/number@^0.0.x":
+  version "0.0.10"
+  resolved "https://registry.yarnpkg.com/@stdlib/number/-/number-0.0.10.tgz#4030ad8fc3fac19a9afb415c443cee6deea0e65c"
+  integrity sha512-RyfoP9MlnX4kccvg8qv7vYQPbLdzfS1Mnp/prGOoWhvMG3pyBwFAan34kwFb5IS/zHC3W5EmrgXCV2QWyLg/Kg==
+  dependencies:
+    "@stdlib/array" "^0.0.x"
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/constants" "^0.0.x"
+    "@stdlib/math" "^0.0.x"
+    "@stdlib/os" "^0.0.x"
+    "@stdlib/string" "^0.0.x"
+    "@stdlib/types" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+
+"@stdlib/os@^0.0.x":
+  version "0.0.12"
+  resolved "https://registry.yarnpkg.com/@stdlib/os/-/os-0.0.12.tgz#08bbf013c62a7153099fa9cbac086ca1349a4677"
+  integrity sha512-O7lklZ/9XEzoCmYvzjPh7jrFWkbpOSHGI71ve3dkSvBy5tyiSL3TtivfKsIC+9ZxuEJZ3d3lIjc9e+yz4HVbqQ==
+  dependencies:
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/cli" "^0.0.x"
+    "@stdlib/fs" "^0.0.x"
+    "@stdlib/process" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+
+"@stdlib/process@^0.0.x":
+  version "0.0.12"
+  resolved "https://registry.yarnpkg.com/@stdlib/process/-/process-0.0.12.tgz#123325079d89a32f4212f72fb694f8fe3614cf18"
+  integrity sha512-P0X0TMvkissBE1Wr877Avi2/AxmP7X5Toa6GatHbpJdDg6jQmN4SgPd+NZNp98YtZUyk478c8XSIzMr1krQ20g==
+  dependencies:
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/buffer" "^0.0.x"
+    "@stdlib/cli" "^0.0.x"
+    "@stdlib/fs" "^0.0.x"
+    "@stdlib/streams" "^0.0.x"
+    "@stdlib/string" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+
+"@stdlib/random@^0.0.x":
+  version "0.0.12"
+  resolved "https://registry.yarnpkg.com/@stdlib/random/-/random-0.0.12.tgz#e819c3abd602ed5559ba800dba751e49c633ff85"
+  integrity sha512-c5yND4Ahnm9Jx0I+jsKhn4Yrz10D53ALSrIe3PG1qIz3kNFcIPnmvCuNGd+3V4ch4Mbrez55Y8z/ZC5RJh4vJQ==
+  dependencies:
+    "@stdlib/array" "^0.0.x"
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/blas" "^0.0.x"
+    "@stdlib/buffer" "^0.0.x"
+    "@stdlib/cli" "^0.0.x"
+    "@stdlib/constants" "^0.0.x"
+    "@stdlib/fs" "^0.0.x"
+    "@stdlib/math" "^0.0.x"
+    "@stdlib/process" "^0.0.x"
+    "@stdlib/stats" "^0.0.x"
+    "@stdlib/streams" "^0.0.x"
+    "@stdlib/symbol" "^0.0.x"
+    "@stdlib/types" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+    debug "^2.6.9"
+    readable-stream "^2.1.4"
+
+"@stdlib/regexp@^0.0.x":
+  version "0.0.13"
+  resolved "https://registry.yarnpkg.com/@stdlib/regexp/-/regexp-0.0.13.tgz#80b98361dc7a441b47bc3fa964bb0c826759e971"
+  integrity sha512-3JT5ZIoq/1nXY+dY+QtkU8/m7oWDeekyItEEXMx9c/AOf0ph8fmvTUGMDNfUq0RetcznFe3b66kFz6Zt4XHviA==
+  dependencies:
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+
+"@stdlib/stats@^0.0.13", "@stdlib/stats@^0.0.x":
+  version "0.0.13"
+  resolved "https://registry.yarnpkg.com/@stdlib/stats/-/stats-0.0.13.tgz#87c973f385379d794707c7b5196a173dba8b07e1"
+  integrity sha512-hm+t32dKbx/L7+7WlQ1o4NDEzV0J4QSnwFBCsIMIAO8+VPxTZ4FxyNERl4oKlS3hZZe4AVKjoOVhBDtgEWrS4g==
+  dependencies:
+    "@stdlib/array" "^0.0.x"
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/blas" "^0.0.x"
+    "@stdlib/constants" "^0.0.x"
+    "@stdlib/math" "^0.0.x"
+    "@stdlib/ndarray" "^0.0.x"
+    "@stdlib/random" "^0.0.x"
+    "@stdlib/string" "^0.0.x"
+    "@stdlib/symbol" "^0.0.x"
+    "@stdlib/types" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+
+"@stdlib/streams@^0.0.x":
+  version "0.0.12"
+  resolved "https://registry.yarnpkg.com/@stdlib/streams/-/streams-0.0.12.tgz#07f5ceae5852590afad8e1cb7ce94174becc8739"
+  integrity sha512-YLUlXwjJNknHp92IkJUdvn5jEQjDckpawKhDLLCoxyh3h5V+w/8+61SH7TMTfKx5lBxKJ8vvtchZh90mIJOAjQ==
+  dependencies:
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/buffer" "^0.0.x"
+    "@stdlib/cli" "^0.0.x"
+    "@stdlib/fs" "^0.0.x"
+    "@stdlib/types" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+    debug "^2.6.9"
+    readable-stream "^2.1.4"
+
+"@stdlib/strided@^0.0.x":
+  version "0.0.12"
+  resolved "https://registry.yarnpkg.com/@stdlib/strided/-/strided-0.0.12.tgz#86ac48e660cb7f64a45cf07e80cbbfe58be21ae1"
+  integrity sha512-1NINP+Y7IJht34iri/bYLY7TVxrip51f6Z3qWxGHUCH33kvk5H5QqV+RsmFEGbbyoGtdeHrT2O+xA+7R2e3SNg==
+  dependencies:
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/math" "^0.0.x"
+    "@stdlib/ndarray" "^0.0.x"
+    "@stdlib/types" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+
+"@stdlib/string@^0.0.x":
+  version "0.0.13"
+  resolved "https://registry.yarnpkg.com/@stdlib/string/-/string-0.0.13.tgz#37457ca49e8d1dff0e523c68f5673c655c79eb2d"
+  integrity sha512-nGMHi7Qk9LBW0+Y+e3pSePQEBqyWH7+7DjFR1APcbsYccJE0p4aCaQdhPhx9Tp7j3uRGBmqPFek8wpcvIuC+CQ==
+  dependencies:
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/cli" "^0.0.x"
+    "@stdlib/constants" "^0.0.x"
+    "@stdlib/fs" "^0.0.x"
+    "@stdlib/math" "^0.0.x"
+    "@stdlib/nlp" "^0.0.x"
+    "@stdlib/process" "^0.0.x"
+    "@stdlib/regexp" "^0.0.x"
+    "@stdlib/streams" "^0.0.x"
+    "@stdlib/types" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+
+"@stdlib/symbol@^0.0.x":
+  version "0.0.12"
+  resolved "https://registry.yarnpkg.com/@stdlib/symbol/-/symbol-0.0.12.tgz#b9f396b0bf269c2985bb7fe99810a8e26d7288c3"
+  integrity sha512-2IDhpzWVGeLHgsvIsX12RXvf78r7xBkc4QLoRUv3k7Cp61BisR1Ym1p0Tq9PbxT8fknlvLToh9n5RpmESi2d4w==
+  dependencies:
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+
+"@stdlib/time@^0.0.x":
+  version "0.0.14"
+  resolved "https://registry.yarnpkg.com/@stdlib/time/-/time-0.0.14.tgz#ea6daa438b1d3b019b99f5091117ee4bcef55d60"
+  integrity sha512-1gMFCQTabMVIgww+k4g8HHHIhyy1tIlvwT8mC0BHW7Q7TzDAgobwL0bvor+lwvCb5LlDAvNQEpaRgVT99QWGeQ==
+  dependencies:
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/cli" "^0.0.x"
+    "@stdlib/constants" "^0.0.x"
+    "@stdlib/fs" "^0.0.x"
+    "@stdlib/math" "^0.0.x"
+    "@stdlib/string" "^0.0.x"
+    "@stdlib/utils" "^0.0.x"
+
+"@stdlib/types@^0.0.x":
+  version "0.0.14"
+  resolved "https://registry.yarnpkg.com/@stdlib/types/-/types-0.0.14.tgz#02d3aab7a9bfaeb86e34ab749772ea22f7b2f7e0"
+  integrity sha512-AP3EI9/il/xkwUazcoY+SbjtxHRrheXgSbWZdEGD+rWpEgj6n2i63hp6hTOpAB5NipE0tJwinQlDGOuQ1lCaCw==
+
+"@stdlib/utils@^0.0.x":
+  version "0.0.12"
+  resolved "https://registry.yarnpkg.com/@stdlib/utils/-/utils-0.0.12.tgz#670de5a7b253f04f11a4cba38f790e82393bcb46"
+  integrity sha512-+JhFpl6l7RSq/xGnbWRQ5dAL90h9ONj8MViqlb7teBZFtePZLMwoRA1wssypFcJ8SFMRWQn7lPmpYVUkGwRSOg==
+  dependencies:
+    "@stdlib/array" "^0.0.x"
+    "@stdlib/assert" "^0.0.x"
+    "@stdlib/blas" "^0.0.x"
+    "@stdlib/buffer" "^0.0.x"
+    "@stdlib/cli" "^0.0.x"
+    "@stdlib/constants" "^0.0.x"
+    "@stdlib/fs" "^0.0.x"
+    "@stdlib/math" "^0.0.x"
+    "@stdlib/os" "^0.0.x"
+    "@stdlib/process" "^0.0.x"
+    "@stdlib/random" "^0.0.x"
+    "@stdlib/regexp" "^0.0.x"
+    "@stdlib/streams" "^0.0.x"
+    "@stdlib/string" "^0.0.x"
+    "@stdlib/symbol" "^0.0.x"
+    "@stdlib/time" "^0.0.x"
+    "@stdlib/types" "^0.0.x"
+    debug "^2.6.9"
+
 "@types/node@^17.0.21":
   version "17.0.21"
   resolved "https://registry.yarnpkg.com/@types/node/-/node-17.0.21.tgz#864b987c0c68d07b4345845c3e63b75edd143644"
   integrity sha512-DBZCJbhII3r90XbQxI8Y9IjjiiOGlZ0Hr32omXIZvwwZ7p4DMMXGrKXVyPfuoBOri9XNtL0UK69jYIBIsRX3QQ==
 
+big.js@^6.1.1:
+  version "6.1.1"
+  resolved "https://registry.yarnpkg.com/big.js/-/big.js-6.1.1.tgz#63b35b19dc9775c94991ee5db7694880655d5537"
+  integrity sha512-1vObw81a8ylZO5ePrtMay0n018TcftpTA5HFKDaSuiUDBo8biRBtjIobw60OpwuvrGk+FsxKamqN4cnmj/eXdg==
+
+core-util-is@~1.0.0:
+  version "1.0.3"
+  resolved "https://registry.yarnpkg.com/core-util-is/-/core-util-is-1.0.3.tgz#a6042d3634c2b27e9328f837b965fac83808db85"
+  integrity sha512-ZQBvi1DcpJ4GDqanjucZ2Hj3wEO5pZDS89BWbkcrvdxksJorwUDDZamX9ldFkp9aw2lmBDLgkObEA4DWNJ9FYQ==
+
+debug@^2.6.9:
+  version "2.6.9"
+  resolved "https://registry.yarnpkg.com/debug/-/debug-2.6.9.tgz#5d128515df134ff327e90a4c93f4e077a536341f"
+  integrity sha512-bC7ElrdJaJnPbAP+1EotYvqZsb3ecl5wi6Bfi6BJTUcNowp6cvspg0jXznRTKDjm/E7AdgFBVeAPVMNcKGsHMA==
+  dependencies:
+    ms "2.0.0"
+
+fishers-exact-test@^1.0.5:
+  version "1.0.5"
+  resolved "https://registry.yarnpkg.com/fishers-exact-test/-/fishers-exact-test-1.0.5.tgz#6556ebf4d4c07b8b3363d9f580c62d21f6eb3baf"
+  integrity sha512-MggeIXuc8f3ODTiIS9G9Nh/hWBJ8qOT9wMU0ALE6fgc9Y5ikLDrUBqQKmjz5NXcSWOaIS/ZIWQi1KDWUIWtpqA==
+  dependencies:
+    big.js "^6.1.1"
+
+inherits@~2.0.3:
+  version "2.0.4"
+  resolved "https://registry.yarnpkg.com/inherits/-/inherits-2.0.4.tgz#0fa2c64f932917c3433a0ded55363aae37416b7c"
+  integrity sha512-k/vGaX4/Yla3WzyMCvTQOXYeIHvqOKtnqBduzTHpzpQZzAskKMhZ2K+EnBiSM9zGSoIFeMpXKxa4dYeZIQqewQ==
+
+isarray@~1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/isarray/-/isarray-1.0.0.tgz#bb935d48582cba168c06834957a54a3e07124f11"
+  integrity sha1-u5NdSFgsuhaMBoNJV6VKPgcSTxE=
+
+minimist@^1.2.0:
+  version "1.2.6"
+  resolved "https://registry.yarnpkg.com/minimist/-/minimist-1.2.6.tgz#8637a5b759ea0d6e98702cfb3a9283323c93af44"
+  integrity sha512-Jsjnk4bw3YJqYzbdyBiNsPWHPfO++UGG749Cxs6peCu5Xg4nrena6OVxOYxrQTqww0Jmwt+Ref8rggumkTLz9Q==
+
+ms@2.0.0:
+  version "2.0.0"
+  resolved "https://registry.yarnpkg.com/ms/-/ms-2.0.0.tgz#5608aeadfc00be6c2901df5f9861788de0d597c8"
+  integrity sha1-VgiurfwAvmwpAd9fmGF4jeDVl8g=
+
+process-nextick-args@~2.0.0:
+  version "2.0.1"
+  resolved "https://registry.yarnpkg.com/process-nextick-args/-/process-nextick-args-2.0.1.tgz#7820d9b16120cc55ca9ae7792680ae7dba6d7fe2"
+  integrity sha512-3ouUOpQhtgrbOa17J7+uxOTpITYWaGP7/AhoR3+A+/1e9skrzelGi/dXzEYyvbxubEF6Wn2ypscTKiKJFFn1ag==
+
+readable-stream@^2.1.4:
+  version "2.3.7"
+  resolved "https://registry.yarnpkg.com/readable-stream/-/readable-stream-2.3.7.tgz#1eca1cf711aef814c04f62252a36a62f6cb23b57"
+  integrity sha512-Ebho8K4jIbHAxnuxi7o42OrZgF/ZTNcsZj6nRKyUmkhLFq8CHItp/fy6hQZuZmP/n3yZ9VBUbp4zz/mX8hmYPw==
+  dependencies:
+    core-util-is "~1.0.0"
+    inherits "~2.0.3"
+    isarray "~1.0.0"
+    process-nextick-args "~2.0.0"
+    safe-buffer "~5.1.1"
+    string_decoder "~1.1.1"
+    util-deprecate "~1.0.1"
+
+safe-buffer@~5.1.0, safe-buffer@~5.1.1:
+  version "5.1.2"
+  resolved "https://registry.yarnpkg.com/safe-buffer/-/safe-buffer-5.1.2.tgz#991ec69d296e0313747d59bdfd2b745c35f8828d"
+  integrity sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g==
+
+string_decoder@~1.1.1:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/string_decoder/-/string_decoder-1.1.1.tgz#9cf1611ba62685d7030ae9e4ba34149c3af03fc8"
+  integrity sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg==
+  dependencies:
+    safe-buffer "~5.1.0"
+
 typescript@^4.6.2:
   version "4.6.2"
   resolved "https://registry.npmjs.org/typescript/-/typescript-4.6.2.tgz"
   integrity sha512-HM/hFigTBHZhLXshn9sN37H085+hQGeJHJ/X7LpBWLID/fbc2acUMfU+lGD98X81sKP+pFa9f0DZmCwB9GnbAg==
+
+util-deprecate@~1.0.1:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/util-deprecate/-/util-deprecate-1.0.2.tgz#450d4dc9fa70de732762fbd2d4a28981419a0ccf"
+  integrity sha1-RQ1Nyfpw3nMnYvvS1KKJgUGaDM8=