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# Based on https://raw.githubusercontent.com/github/gitignore/main/Node.gitignore | ||
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# Logs | ||
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logs | ||
_.log | ||
npm-debug.log_ | ||
yarn-debug.log* | ||
yarn-error.log* | ||
lerna-debug.log* | ||
.pnpm-debug.log* | ||
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# Caches | ||
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.cache | ||
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# Diagnostic reports (https://nodejs.org/api/report.html) | ||
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report.[0-9]_.[0-9]_.[0-9]_.[0-9]_.json | ||
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# Runtime data | ||
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pids | ||
_.pid | ||
_.seed | ||
*.pid.lock | ||
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# Directory for instrumented libs generated by jscoverage/JSCover | ||
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lib-cov | ||
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# Coverage directory used by tools like istanbul | ||
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coverage | ||
*.lcov | ||
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# nyc test coverage | ||
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.nyc_output | ||
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# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files) | ||
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.grunt | ||
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# Bower dependency directory (https://bower.io/) | ||
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bower_components | ||
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# node-waf configuration | ||
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.lock-wscript | ||
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# Compiled binary addons (https://nodejs.org/api/addons.html) | ||
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build/Release | ||
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# Dependency directories | ||
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node_modules/ | ||
jspm_packages/ | ||
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# Snowpack dependency directory (https://snowpack.dev/) | ||
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web_modules/ | ||
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# TypeScript cache | ||
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*.tsbuildinfo | ||
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# Optional npm cache directory | ||
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.npm | ||
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# Optional eslint cache | ||
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.eslintcache | ||
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# Optional stylelint cache | ||
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.stylelintcache | ||
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# Microbundle cache | ||
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.rpt2_cache/ | ||
.rts2_cache_cjs/ | ||
.rts2_cache_es/ | ||
.rts2_cache_umd/ | ||
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# Optional REPL history | ||
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.node_repl_history | ||
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# Output of 'npm pack' | ||
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*.tgz | ||
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# Yarn Integrity file | ||
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.yarn-integrity | ||
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# dotenv environment variable files | ||
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.env | ||
.env.development.local | ||
.env.test.local | ||
.env.production.local | ||
.env.local | ||
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# parcel-bundler cache (https://parceljs.org/) | ||
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.parcel-cache | ||
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# Next.js build output | ||
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.next | ||
out | ||
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# Nuxt.js build / generate output | ||
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.nuxt | ||
dist | ||
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# Gatsby files | ||
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# Comment in the public line in if your project uses Gatsby and not Next.js | ||
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# https://nextjs.org/blog/next-9-1#public-directory-support | ||
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# public | ||
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# vuepress build output | ||
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.vuepress/dist | ||
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# vuepress v2.x temp and cache directory | ||
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.temp | ||
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# Docusaurus cache and generated files | ||
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.docusaurus | ||
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# Serverless directories | ||
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.serverless/ | ||
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# FuseBox cache | ||
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.fusebox/ | ||
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# DynamoDB Local files | ||
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.dynamodb/ | ||
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# TernJS port file | ||
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.tern-port | ||
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# Stores VSCode versions used for testing VSCode extensions | ||
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.vscode-test | ||
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# yarn v2 | ||
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.yarn/cache | ||
.yarn/unplugged | ||
.yarn/build-state.yml | ||
.yarn/install-state.gz | ||
.pnp.* | ||
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# IntelliJ based IDEs | ||
.idea | ||
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# Finder (MacOS) folder config | ||
.DS_Store |
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# bigint-quantile | ||
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Easily calculate quantiles for large datasets. | ||
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## Installation | ||
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```bash | ||
$ npm install bigint-quantile | ||
``` | ||
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## Usage | ||
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```ts | ||
import { calculateQuantile } from "bigint-quantile"; | ||
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const data: bigint[] = [1n, 2n, 3n, 4n, 5n, 6n, 7n, 8n, 9n, 10n]; | ||
const quantile = 0.5; | ||
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const result = calculateQuantile(data, quantile); | ||
``` |
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{ | ||
"$schema": "https://biomejs.dev/schemas/1.9.1/schema.json", | ||
"vcs": { | ||
"enabled": false, | ||
"clientKind": "git", | ||
"useIgnoreFile": false | ||
}, | ||
"files": { | ||
"ignoreUnknown": false, | ||
"ignore": ["dist/**/*"] | ||
}, | ||
"formatter": { | ||
"enabled": true, | ||
"indentStyle": "tab" | ||
}, | ||
"organizeImports": { | ||
"enabled": true | ||
}, | ||
"linter": { | ||
"enabled": true, | ||
"rules": { | ||
"recommended": true | ||
} | ||
}, | ||
"javascript": { | ||
"formatter": { | ||
"quoteStyle": "double" | ||
} | ||
} | ||
} |
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import { defineBuildConfig } from "unbuild"; | ||
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export default defineBuildConfig({ | ||
entries: ["./src/index"], | ||
outDir: "dist", | ||
declaration: true, | ||
failOnWarn: false, | ||
rollup: { | ||
emitCJS: true, | ||
}, | ||
}); |
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{ | ||
"name": "bigint-quantile", | ||
"type": "module", | ||
"version": "0.0.1", | ||
"exports": { | ||
".": { | ||
"import": "./dist/index.mjs", | ||
"require": "./dist/index.cjs" | ||
} | ||
}, | ||
"main": "./dist/index.cjs", | ||
"types": "./dist/index.d.ts", | ||
"files": ["dist"], | ||
"scripts": { | ||
"build": "bunx unbuild", | ||
"test": "bun test", | ||
"test:coverage": "bun test --coverage", | ||
"lint": "bunx biome check .", | ||
"format": "bunx biome check . --write --unsafe" | ||
}, | ||
"devDependencies": { | ||
"@biomejs/biome": "1.9.1", | ||
"@types/bun": "latest", | ||
"unbuild": "^2.0.0" | ||
}, | ||
"peerDependencies": { | ||
"typescript": "^5.0.0" | ||
} | ||
} |
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import { expect, it } from "bun:test"; | ||
import { calculateQuantile } from "./"; | ||
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const data: bigint[] = [1n, 2n, 3n, 4n, 5n, 6n, 7n, 8n, 9n, 10n]; | ||
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it("should calculate 25th percentile / first quartile", () => { | ||
const firstQuartile = calculateQuantile(data, 0.25); | ||
expect(firstQuartile).toBe(3n); | ||
}); | ||
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it("should calculate 50th percentile / median", () => { | ||
const median = calculateQuantile(data, 0.5); | ||
expect(median).toBe(5n); | ||
}); | ||
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it("should calculate 75th percentile / third quartile", () => { | ||
const thirdQuartile = calculateQuantile(data, 0.75); | ||
expect(thirdQuartile).toBe(7n); | ||
}); | ||
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it("should throw error if quantile is not between 0 and 1", () => { | ||
expect(() => calculateQuantile(data, 1.1)).toThrowError( | ||
"Quantile must be between 0 and 1", | ||
); | ||
expect(() => calculateQuantile(data, -0.1)).toThrowError( | ||
"Quantile must be between 0 and 1", | ||
); | ||
}); | ||
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it("should return 0 if data is empty", () => { | ||
expect(calculateQuantile([], 0.5)).toBe(0n); | ||
}); |
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export const calculateQuantile = (data: bigint[], q: number): bigint => { | ||
if (q < 0 || q > 1) throw new Error("Quantile must be between 0 and 1"); | ||
const sorted = data.sort((a, b) => (a < b ? -1 : a > b ? 1 : 0)); | ||
const pos = (sorted.length - 1) * q; | ||
const base = BigInt(Math.floor(pos)); | ||
const rest = pos - Math.floor(pos); | ||
if (sorted[Number(base)] === undefined) return 0n; | ||
const result = sorted[Number(base)]; | ||
if (rest === 0) { | ||
return result; | ||
} | ||
const next = sorted[Number(base) + 1] || sorted[Number(base)]; | ||
return result + ((next - result) * BigInt(Math.round(rest * 100))) / 100n; | ||
}; |
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{ | ||
"compilerOptions": { | ||
// Enable latest features | ||
"lib": ["ESNext", "DOM"], | ||
"target": "ESNext", | ||
"module": "ESNext", | ||
"moduleDetection": "force", | ||
"jsx": "react-jsx", | ||
"allowJs": true, | ||
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// Bundler mode | ||
"moduleResolution": "bundler", | ||
"allowImportingTsExtensions": true, | ||
"verbatimModuleSyntax": true, | ||
"noEmit": true, | ||
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// Best practices | ||
"strict": true, | ||
"skipLibCheck": true, | ||
"noFallthroughCasesInSwitch": true, | ||
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// Some stricter flags (disabled by default) | ||
"noUnusedLocals": false, | ||
"noUnusedParameters": false, | ||
"noPropertyAccessFromIndexSignature": false | ||
} | ||
} |