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data-juggler
Advanced tools
data-juggler - npm Package Compare versions
Comparing version 0.1.2 to 0.1.3
| import { FormatterObject, GenericDatum } from './utils/dataInference'; | ||
| import { CategoricalDatum, ContinuousDatum, DatetimeDatum, InferObject } from '../types/types'; | ||
| declare type JuggledData<D> = Array<{ | ||
| export declare type JuggledData<D> = Array<{ | ||
| [V in keyof D]: ContinuousDatum | CategoricalDatum | DatetimeDatum; | ||
@@ -10,2 +10,1 @@ }>; | ||
| export declare function dataJuggler<T>(rawDataSet: Array<GenericDatum<T>>, inferTypes: InferObject<T>, parserObject?: FormatterObject<T>): JuggledData<T>; | ||
| export {}; |
| "use strict"; | ||
| Object.defineProperty(exports, "__esModule", { value: true }); | ||
| const parse_1 = require("./parse"); | ||
| const parseObjects_1 = require("./utils/parseObjects"); | ||
| const stats_1 = require("./utils/stats"); | ||
@@ -10,2 +11,5 @@ // TODO: Better typing for this. | ||
| function dataJuggler(rawDataSet, inferTypes, parserObject) { | ||
| if (!parseObjects_1.doKeysMatch(rawDataSet, inferTypes)) { | ||
| throw new Error('It seems like the data keys and the types object you passed do not match!'); | ||
| } | ||
| const filledDataSet = stats_1.populateNullData(rawDataSet); | ||
@@ -18,2 +22,2 @@ const moments = stats_1.computeMoments(filledDataSet, inferTypes); | ||
| exports.dataJuggler = dataJuggler; | ||
| //# sourceMappingURL=data:application/json;base64,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 | ||
| //# sourceMappingURL=data:application/json;base64,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 |
@@ -1,2 +0,3 @@ | ||
| import { ValueOf } from "../../types/types"; | ||
| import { InferObject, ValueOf } from "../../types/types"; | ||
| import { GenericDatum } from "./dataInference"; | ||
| export declare function fromPairs<K extends string, V>(pairs: Array<[K, V]>): { | ||
@@ -6,1 +7,2 @@ [P in K]: V; | ||
| export declare function toPairs<O>(obj: O): Array<[keyof O, ValueOf<O>]>; | ||
| export declare function doKeysMatch<T>(dataSet: Array<GenericDatum<T>>, inferObject: InferObject<T>): boolean; |
| "use strict"; | ||
| Object.defineProperty(exports, "__esModule", { value: true }); | ||
| const stats_1 = require("./stats"); | ||
| // tslint:disable:no-expression-statement | ||
@@ -16,2 +17,25 @@ // tslint:disable:no-object-mutation | ||
| exports.toPairs = toPairs; | ||
| //# sourceMappingURL=data:application/json;base64,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 | ||
| // TODO: Optimize this ugly function | ||
| function equalSets(setOne, setTwo) { | ||
| if (setOne.size !== setTwo.size) { | ||
| return false; | ||
| } | ||
| for (const one of setOne) { | ||
| if (!setTwo.has(one)) { | ||
| return false; | ||
| } | ||
| } | ||
| for (const two of setTwo) { | ||
| if (!setOne.has(two)) { | ||
| return false; | ||
| } | ||
| } | ||
| return true; | ||
| } | ||
| function doKeysMatch(dataSet, inferObject) { | ||
| const incomingKeys = stats_1.getAllKeys(dataSet); | ||
| const expectedKeys = new Set([...Object.keys(inferObject)]); | ||
| return equalSets(incomingKeys, expectedKeys); | ||
| } | ||
| exports.doKeysMatch = doKeysMatch; | ||
| //# sourceMappingURL=data:application/json;base64,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 |
| import { InferObject, MomentsObject } from '../../types/types'; | ||
| import { GenericDatum } from './dataInference'; | ||
| export declare function generateParamsArrayFromInferObject<T>(inferObject: InferObject<T>): MomentsObject<T>; | ||
| export declare function generateDefaultMoments<T>(inferObject: InferObject<T>): MomentsObject<T>; | ||
| export declare function getAllKeys<T>(rawDataSet: Array<GenericDatum<T>>): Set<(keyof T)>; | ||
@@ -5,0 +5,0 @@ export declare function populateNullData<T>(rawDataSet: Array<GenericDatum<T>>): Array<GenericDatum<T>>; |
@@ -6,3 +6,2 @@ "use strict"; | ||
| const parseObjects_1 = require("./parseObjects"); | ||
| // tslint:disable:no-console | ||
| const mapParams = { | ||
@@ -17,3 +16,3 @@ categorical: { frequencies: {} }, | ||
| const setDifference = (a, b) => [...a].filter(x => !b.has(x)); | ||
| function generateParamsArrayFromInferObject(inferObject) { | ||
| function generateDefaultMoments(inferObject) { | ||
| const variables = getKeys(inferObject); | ||
@@ -23,3 +22,3 @@ const moments = variables.reduce((acc, v) => (Object.assign({}, acc, { [v]: mapParams[inferObject[v]] })), {}); | ||
| } | ||
| exports.generateParamsArrayFromInferObject = generateParamsArrayFromInferObject; | ||
| exports.generateDefaultMoments = generateDefaultMoments; | ||
| function getAllKeys(rawDataSet) { | ||
@@ -77,3 +76,3 @@ return rawDataSet.reduce((acc, datum) => new Set([...acc, ...getKeys(datum)]), new Set()); | ||
| function computeMoments(rawDataSet, inferObject) { | ||
| const inferedObject = generateParamsArrayFromInferObject(inferObject); | ||
| const inferedObject = generateDefaultMoments(inferObject); | ||
| const momentsObject = rawDataSet.reduce(exports.generateNewMoments, inferedObject); | ||
@@ -83,2 +82,2 @@ return momentsObject; | ||
| exports.computeMoments = computeMoments; | ||
| //# sourceMappingURL=data:application/json;base64,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 | ||
| //# sourceMappingURL=data:application/json;base64,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 |
| import { FormatterObject, GenericDatum } from './utils/dataInference'; | ||
| import { CategoricalDatum, ContinuousDatum, DatetimeDatum, InferObject } from '../types/types'; | ||
| declare type JuggledData<D> = Array<{ | ||
| export declare type JuggledData<D> = Array<{ | ||
| [V in keyof D]: ContinuousDatum | CategoricalDatum | DatetimeDatum; | ||
@@ -10,2 +10,1 @@ }>; | ||
| export declare function dataJuggler<T>(rawDataSet: Array<GenericDatum<T>>, inferTypes: InferObject<T>, parserObject?: FormatterObject<T>): JuggledData<T>; | ||
| export {}; |
| import { parseDatumFactory } from './parse'; | ||
| import { computeMoments, populateNullData } from './utils/stats'; | ||
| import { doKeysMatch } from './utils/parseObjects'; | ||
| import { computeMoments, populateNullData, } from './utils/stats'; | ||
| // TODO: Better typing for this. | ||
@@ -8,2 +9,5 @@ /** | ||
| export function dataJuggler(rawDataSet, inferTypes, parserObject) { | ||
| if (!doKeysMatch(rawDataSet, inferTypes)) { | ||
| throw new Error('It seems like the data keys and the types object you passed do not match!'); | ||
| } | ||
| const filledDataSet = populateNullData(rawDataSet); | ||
@@ -15,2 +19,2 @@ const moments = computeMoments(filledDataSet, inferTypes); | ||
| } | ||
| //# sourceMappingURL=data:application/json;base64,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 | ||
| //# sourceMappingURL=data:application/json;base64,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 |
@@ -1,2 +0,3 @@ | ||
| import { ValueOf } from "../../types/types"; | ||
| import { InferObject, ValueOf } from "../../types/types"; | ||
| import { GenericDatum } from "./dataInference"; | ||
| export declare function fromPairs<K extends string, V>(pairs: Array<[K, V]>): { | ||
@@ -6,1 +7,2 @@ [P in K]: V; | ||
| export declare function toPairs<O>(obj: O): Array<[keyof O, ValueOf<O>]>; | ||
| export declare function doKeysMatch<T>(dataSet: Array<GenericDatum<T>>, inferObject: InferObject<T>): boolean; |
@@ -0,1 +1,2 @@ | ||
| import { getAllKeys } from "./stats"; | ||
| // tslint:disable:no-expression-statement | ||
@@ -12,2 +13,24 @@ // tslint:disable:no-object-mutation | ||
| } | ||
| //# sourceMappingURL=data:application/json;base64,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 | ||
| // TODO: Optimize this ugly function | ||
| function equalSets(setOne, setTwo) { | ||
| if (setOne.size !== setTwo.size) { | ||
| return false; | ||
| } | ||
| for (const one of setOne) { | ||
| if (!setTwo.has(one)) { | ||
| return false; | ||
| } | ||
| } | ||
| for (const two of setTwo) { | ||
| if (!setOne.has(two)) { | ||
| return false; | ||
| } | ||
| } | ||
| return true; | ||
| } | ||
| export function doKeysMatch(dataSet, inferObject) { | ||
| const incomingKeys = getAllKeys(dataSet); | ||
| const expectedKeys = new Set([...Object.keys(inferObject)]); | ||
| return equalSets(incomingKeys, expectedKeys); | ||
| } | ||
| //# sourceMappingURL=data:application/json;base64,eyJ2ZXJzaW9uIjozLCJmaWxlIjoicGFyc2VPYmplY3RzLmpzIiwic291cmNlUm9vdCI6IiIsInNvdXJjZXMiOlsiLi4vLi4vLi4vLi4vc3JjL2xpYi91dGlscy9wYXJzZU9iamVjdHMudHMiXSwibmFtZXMiOltdLCJtYXBwaW5ncyI6IkFBRUEsT0FBTyxFQUFFLFVBQVUsRUFBRSxNQUFNLFNBQVMsQ0FBQztBQUVyQyx5Q0FBeUM7QUFDekMsb0NBQW9DO0FBQ3BDLGtEQUFrRDtBQUVsRCxNQUFNLFVBQVUsU0FBUyxDQUFzQixLQUFvQjtJQUNqRSxNQUFNLE1BQU0sR0FBRyxFQUFtQixDQUFBO0lBQ2xDLEtBQUssQ0FBQyxPQUFPLENBQUMsQ0FBQyxDQUFDLEdBQUcsRUFBRSxLQUFLLENBQUMsRUFBRSxFQUFFLEdBQUcsTUFBTSxDQUFDLEdBQUcsQ0FBQyxHQUFHLEtBQUssQ0FBQSxDQUFDLENBQUMsQ0FBQyxDQUFBO0lBRXhELE9BQU8sTUFBTSxDQUFBO0FBQ2YsQ0FBQztBQUVELE1BQU0sVUFBVSxPQUFPLENBQUksR0FBTTtJQUMvQixPQUFPLE1BQU0sQ0FBQyxPQUFPLENBQUMsR0FBRyxDQUFpQyxDQUFBO0FBQzVELENBQUM7QUFFRCxvQ0FBb0M7QUFDcEMsU0FBUyxTQUFTLENBQUksTUFBYyxFQUFFLE1BQWM7SUFDbEQsSUFBSSxNQUFNLENBQUMsSUFBSSxLQUFLLE1BQU0sQ0FBQyxJQUFJLEVBQUU7UUFBRSxPQUFPLEtBQUssQ0FBQTtLQUFFO0lBRWpELEtBQUssTUFBTSxHQUFHLElBQUksTUFBTSxFQUFFO1FBQ3hCLElBQUksQ0FBQyxNQUFNLENBQUMsR0FBRyxDQUFDLEdBQUcsQ0FBQyxFQUFFO1lBQUUsT0FBTyxLQUFLLENBQUE7U0FBRTtLQUN2QztJQUVELEtBQUssTUFBTSxHQUFHLElBQUksTUFBTSxFQUFFO1FBQ3hCLElBQUksQ0FBQyxNQUFNLENBQUMsR0FBRyxDQUFDLEdBQUcsQ0FBQyxFQUFFO1lBQUUsT0FBTyxLQUFLLENBQUE7U0FBRTtLQUN2QztJQUVELE9BQU8sSUFBSSxDQUFBO0FBQ2IsQ0FBQztBQUVELE1BQU0sVUFBVSxXQUFXLENBQUksT0FBK0IsRUFBRSxXQUEyQjtJQUN6RixNQUFNLFlBQVksR0FBRyxVQUFVLENBQUMsT0FBTyxDQUFDLENBQUE7SUFDeEMsTUFBTSxZQUFZLEdBQUcsSUFBSSxHQUFHLENBQUMsQ0FBQyxHQUFHLE1BQU0sQ0FBQyxJQUFJLENBQUMsV0FBVyxDQUFDLENBQUMsQ0FBQyxDQUFBO0lBQzNELE9BQU8sU0FBUyxDQUFDLFlBQVksRUFBRSxZQUFZLENBQUMsQ0FBQTtBQUM5QyxDQUFDIn0= |
| import { InferObject, MomentsObject } from '../../types/types'; | ||
| import { GenericDatum } from './dataInference'; | ||
| export declare function generateParamsArrayFromInferObject<T>(inferObject: InferObject<T>): MomentsObject<T>; | ||
| export declare function generateDefaultMoments<T>(inferObject: InferObject<T>): MomentsObject<T>; | ||
| export declare function getAllKeys<T>(rawDataSet: Array<GenericDatum<T>>): Set<(keyof T)>; | ||
@@ -5,0 +5,0 @@ export declare function populateNullData<T>(rawDataSet: Array<GenericDatum<T>>): Array<GenericDatum<T>>; |
| import { isCategorical, isContinuous, isDatetime } from './dataInference'; | ||
| import { isNull } from 'lodash'; | ||
| import { fromPairs, toPairs } from './parseObjects'; | ||
| // tslint:disable:no-console | ||
| const mapParams = { | ||
@@ -14,3 +13,3 @@ categorical: { frequencies: {} }, | ||
| const setDifference = (a, b) => [...a].filter(x => !b.has(x)); | ||
| export function generateParamsArrayFromInferObject(inferObject) { | ||
| export function generateDefaultMoments(inferObject) { | ||
| const variables = getKeys(inferObject); | ||
@@ -73,6 +72,6 @@ const moments = variables.reduce((acc, v) => ({ ...acc, [v]: mapParams[inferObject[v]] }), {}); | ||
| export function computeMoments(rawDataSet, inferObject) { | ||
| const inferedObject = generateParamsArrayFromInferObject(inferObject); | ||
| const inferedObject = generateDefaultMoments(inferObject); | ||
| const momentsObject = rawDataSet.reduce(generateNewMoments, inferedObject); | ||
| return momentsObject; | ||
| } | ||
| //# sourceMappingURL=data:application/json;base64,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 | ||
| //# 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NBQUMsTUFBTSxDQUFDLGtCQUFrQixFQUFFLGFBQWEsQ0FBQyxDQUFBO0lBRTVGLE9BQU8sYUFBYSxDQUFBO0FBQ3RCLENBQUMifQ== |
| { | ||
| "name": "data-juggler", | ||
| "version": "0.1.2", | ||
| "version": "0.1.3", | ||
| "main": "build/main/index.js", | ||
@@ -61,2 +61,3 @@ "typings": "build/main/index.d.ts", | ||
| "@types/d3-scale": "^2.1.1", | ||
| "@types/node-fetch": "^2.3.2", | ||
| "ava": "1.0.0-beta.7", | ||
@@ -67,2 +68,3 @@ "codecov": "^3.1.0", | ||
| "gh-pages": "^2.0.1", | ||
| "node-fetch": "^2.3.0", | ||
| "npm-run-all": "^4.1.5", | ||
@@ -78,3 +80,3 @@ "nyc": "^13.1.0", | ||
| "typedoc": "^0.13.0", | ||
| "typescript": "^3.1.6" | ||
| "typescript": "^3.4.4" | ||
| }, | ||
@@ -81,0 +83,0 @@ "ava": { |
@@ -7,3 +7,3 @@ # data-juggler | ||
| In the context, the idea is to generalize and abstract the overused and reused DataStore, that we magically create in all of our projects, with a fetching function and so on. | ||
| In the context, the idea is to generalize and abstract the data propagation within an application, that we magically create in all of our projects. | ||
| This library abstracts that, normalizes, counts, calculates and does many inefficient things that feed into our laziness. | ||
@@ -16,3 +16,3 @@ | ||
| ```bash | ||
| yarn add mst-datastore | ||
| yarn add data-juggler | ||
| ``` | ||
@@ -39,10 +39,10 @@ | ||
| const dataset = dataJuggler('dataStore', data, types); | ||
| const dataset = dataJuggler(data, types); | ||
| ``` | ||
| Launch the `dataStoreFactory` function with a name and the sample data and instance types, and enjoy a beutiful mobx-state-tree store with everything that you need in it (this is, at least for now, a lie). | ||
| Launch the `dataJuggler` function with the sample data and instance types, and enjoy a beutiful dataset full of getters and stuff with everything that you need in it (this is, at least for now, a lie). | ||
| ### Properties | ||
| The datastore will have a defult property `data`, i.e. an array of the decorated datum instances. | ||
| You'll get your data back (don't worry) with added properties! | ||
@@ -73,9 +73,9 @@ ```javascript | ||
| All of the feautures and representation of a datapoint are computed and lazy and whatnot. | ||
| On top of that you also get some getters for each variable that return the whole column, this could be cutted eventually in a censorship attempt by my boss. | ||
| Edit: the censorship did happen, this is not there anymore. | ||
| ### Custom formatter | ||
| You can also pass a custom formatter for each column type (in the next PR you will be able to pass multiple per column so stay tuned) as follow: | ||
| You can also pass a custom formatter for each column type as follow: | ||
@@ -101,3 +101,3 @@ ```javascript | ||
| const dataStore = dataStoreFactory('dataStore', data, types, formatter); | ||
| const dataStore = dataStoreFactory(data, types, formatter); | ||
@@ -104,0 +104,0 @@ instance === { |
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Improved metrics
- Total package byte prevSize
- increased by6.14%
66078
- Lines of code
- increased by8.42%
708
Worsened metrics
- Dev dependency count
- increased by11.76%
19
No dependency changes