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ppaska committed Nov 25, 2019
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46 changes: 46 additions & 0 deletions .gitignore
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# See http://help.github.com/ignore-files/ for more about ignoring files.

# compiled output
/dist
/tmp
/out-tsc
/release
/lib
/docs
/md-docs

# dependencies
/node_modules

# IDEs and editors
/.idea
.project
.classpath
.c9/
*.launch
.settings/
*.sublime-workspace

# IDE - VSCode
.vscode/*
!.vscode/settings.json
!.vscode/tasks.json
!.vscode/launch.json
!.vscode/extensions.json

# misc
/.sass-cache
/connect.lock
/coverage
/libpeerconnection.log
npm-debug.log
yarn-error.log
testem.log
/typings

# System Files
.DS_Store
Thumbs.db

package-lock.json
*.tgz
7 changes: 7 additions & 0 deletions .npmignore
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/src
/node_modules
.gitignore
rollup.config.js
jest.config.js
*.tgz
tsconfig.json
57 changes: 57 additions & 0 deletions README.md
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# dataPipe

dataPipe is data transformation and analytical library inspired by LINQ (C#) and Pandas - (Python)

```js
const data = [
{ name: "John", country: "US"}, { name: "Joe", country: "US"}, { name: "Bill", country: "US"}, { name: "Adam", country: "UK"},
{ name: "Scott", country: "UK"}, { name: "Diana",country: "UK"}, { name: "Marry",country: "FR"}, { name: "Luc",country: "FR"}
]

const summaryForUS = dataPipe(data)
.groupBy(i => i.country)
.select(g =>
r = {}
r.country = dataPipe(g).first().country
r.names = dataPipe(g).map(r => r.name).join(", ")
r.count = dataPipe(g).count()
r
)
.where(r => r.country != "US")
.toArray()
```

## methods (Pretty much WIP. Do not use it until v0.1)
- select / map
- filter / where
- dropColumns([])

- orderBy()
- thenBy()
- orderByDescending()
- thenByDescending()

- groupBy(keySelector)
- join(array2, keySelector1, keySelector2, resultProjector)
- join(separator) - string style concatenation
- intercept()
- except()
- pivot()
- merge()
- union / concat()

- avg / average (predicate)
- max / maximum (predicate)
- min / minimum (predicate)
- count(predicate)
- first(predicate)
- last(predicate)

- toArray()
- toMap(keySelector, valueSelector)
- toObject(nameSelector, valueSelector)
- toCsv()
- toTsv()



192 changes: 192 additions & 0 deletions jest.config.js
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// For a detailed explanation regarding each configuration property, visit:
// https://jestjs.io/docs/en/configuration.html

module.exports = {
// All imported modules in your tests should be mocked automatically
// automock: false,

// Stop running tests after `n` failures
// bail: 0,

// Respect "browser" field in package.json when resolving modules
// browser: false,

// The directory where Jest should store its cached dependency information
// cacheDirectory: "/tmp/jest_rs",

// Automatically clear mock calls and instances between every test
clearMocks: true,

// Indicates whether the coverage information should be collected while executing the test
// collectCoverage: false,

// An array of glob patterns indicating a set of files for which coverage information should be collected
// collectCoverageFrom: null,

// The directory where Jest should output its coverage files
coverageDirectory: "coverage",

// An array of regexp pattern strings used to skip coverage collection
// coveragePathIgnorePatterns: [
// "/node_modules/"
// ],

// A list of reporter names that Jest uses when writing coverage reports
// coverageReporters: [
// "json",
// "text",
// "lcov",
// "clover"
// ],

// An object that configures minimum threshold enforcement for coverage results
// coverageThreshold: null,

// A path to a custom dependency extractor
// dependencyExtractor: null,

// Make calling deprecated APIs throw helpful error messages
// errorOnDeprecated: false,

// Force coverage collection from ignored files using an array of glob patterns
// forceCoverageMatch: [],

// A path to a module which exports an async function that is triggered once before all test suites
// globalSetup: null,

// A path to a module which exports an async function that is triggered once after all test suites
// globalTeardown: null,

// A set of global variables that need to be available in all test environments
globals: {
'ts-jest': {
// diagnostics: false
}
},

// The maximum amount of workers used to run your tests. Can be specified as % or a number. E.g. maxWorkers: 10% will use 10% of your CPU amount + 1 as the maximum worker number. maxWorkers: 2 will use a maximum of 2 workers.
// maxWorkers: "50%",

// An array of directory names to be searched recursively up from the requiring module's location
// moduleDirectories: [
// "node_modules"
// ],

// An array of file extensions your modules use
// moduleFileExtensions: [
// "js",
// "json",
// "jsx",
// "ts",
// "tsx",
// "node"
// ],

// A map from regular expressions to module names that allow to stub out resources with a single module
// moduleNameMapper: {},

// An array of regexp pattern strings, matched against all module paths before considered 'visible' to the module loader
// modulePathIgnorePatterns: [],

// Activates notifications for test results
// notify: false,

// An enum that specifies notification mode. Requires { notify: true }
// notifyMode: "failure-change",

// A preset that is used as a base for Jest's configuration
preset: 'ts-jest',

// Run tests from one or more projects
// projects: null,

// Use this configuration option to add custom reporters to Jest
// reporters: undefined,

// Automatically reset mock state between every test
// resetMocks: false,

// Reset the module registry before running each individual test
// resetModules: false,

// A path to a custom resolver
// resolver: null,

// Automatically restore mock state between every test
// restoreMocks: false,

// The root directory that Jest should scan for tests and modules within
// rootDir: null,

// A list of paths to directories that Jest should use to search for files in
// roots: [
// "<rootDir>"
// ],

// Allows you to use a custom runner instead of Jest's default test runner
// runner: "jest-runner",

// The paths to modules that run some code to configure or set up the testing environment before each test
setupFiles: ['./setupJest.js'],

// A list of paths to modules that run some code to configure or set up the testing framework before each test
// setupFilesAfterEnv: [],

// A list of paths to snapshot serializer modules Jest should use for snapshot testing
// snapshotSerializers: [],

// The test environment that will be used for testing
// testEnvironment: "jest-environment-jsdom",

// Options that will be passed to the testEnvironment
// testEnvironmentOptions: {},

// Adds a location field to test results
// testLocationInResults: false,

// The glob patterns Jest uses to detect test files
// testMatch: [
// "**/__tests__/**/*.[jt]s?(x)",
// "**/?(*.)+(spec|test).[tj]s?(x)"
// ],

// An array of regexp pattern strings that are matched against all test paths, matched tests are skipped
// testPathIgnorePatterns: [
// "/node_modules/"
// ],

// The regexp pattern or array of patterns that Jest uses to detect test files
testRegex: ['\\.spec\\.ts$'],

// This option allows the use of a custom results processor
// testResultsProcessor: null,

// This option allows use of a custom test runner
// testRunner: "jasmine2",

// This option sets the URL for the jsdom environment. It is reflected in properties such as location.href
// testURL: "http://localhost",

// Setting this value to "fake" allows the use of fake timers for functions such as "setTimeout"
// timers: "real",

// A map from regular expressions to paths to transformers
// transform: null,

// An array of regexp pattern strings that are matched against all source file paths, matched files will skip transformation
// transformIgnorePatterns: [
// "/node_modules/"
// ],

// An array of regexp pattern strings that are matched against all modules before the module loader will automatically return a mock for them
// unmockedModulePathPatterns: undefined,

// Indicates whether each individual test should be reported during the run
// verbose: null,

// An array of regexp patterns that are matched against all source file paths before re-running tests in watch mode
// watchPathIgnorePatterns: [],

// Whether to use watchman for file crawling
// watchman: true,
};
53 changes: 53 additions & 0 deletions package.json
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{
"name": "datapipe-js",
"version": "0.0.1",
"description": "dataPipe is data transformation and analytical library inspired by LINQ (C#) and Pandas - (Python)",
"main": "lib/data-pipe.umd.js",
"module": "lib/data-pipe.esm.js",
"typings": "lib/index.d.ts",
"files": [
"lib"
],
"scripts": {
"test": "jest",
"test:dev": "node --inspect-brk node_modules/.bin/jest --runInBand --watch",
"build": "npx rollup -c && npm pack && npm run docs",
"docs": "npx typedoc src --plugin none",
"docs:md": "npx typedoc src --out md-docs --plugin typedoc-plugin-markdown"
},
"repository": {
"type": "git",
"url": "git+https://github.com/falconsoft/dataPipe.git"
},
"author": "Pavlo Paska - [email protected]",
"license": "MIT",
"bugs": {
"url": "https://github.com/falconsoft/dataPipe/issues"
},
"homepage": "https://github.com/falconsoft/dataPipe#readme",
"keywords": [
"data",
"data-analysis",
"linq",
"pandas",
"data-management",
"data-science",
"data-manipulation",
"json",
"data-munging",
"data-cleaning",
"data-clensing"
],
"devDependencies": {
"@types/jest": "^24.0.23",
"jest": "^24.9.0",
"jest-fetch-mock": "^2.1.2",
"rollup": "^1.27.0",
"rollup-plugin-typescript2": "^0.25.2",
"rollup-plugin-uglify": "^6.0.3",
"ts-jest": "^24.1.0",
"typedoc": "^0.15.2",
"typedoc-plugin-markdown": "^2.2.11",
"typescript": "^3.7.2"
}
}
28 changes: 28 additions & 0 deletions rollup.config.js
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import typescript from 'rollup-plugin-typescript2';
import { uglify } from 'rollup-plugin-uglify';

const pkg = require('./package.json');
const input = 'src/index.ts';

export default [{
input,
output: [
{ file: pkg.main, name: 'P', format: 'umd', sourcemap: true, compact: true },
],
treeshake: true,
plugins: [
typescript({
clean: true
}),
uglify()
]
}, {
input,
output: { file: pkg.module, format: 'esm', sourcemap: true, compact: true },
treeshake: true,
plugins: [
typescript({
clean: true
})
]
}];
1 change: 1 addition & 0 deletions setupJest.js
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global.fetch = require('jest-fetch-mock');
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