data-juggler - npm Package Compare versions

Comparing version 0.3.0 to 0.4.0

build/main/lib/juggler.d.ts

 import { FormatterObject, GenericDatum, ParserObject } from './utils/dataInference';
 import { CategoricalDatum, ContinuousDatum, DatetimeDatum, InferObject, MomentsObject } from '../types/types';
+import { ScalingFnsRecords } from './generate-scaling';
 interface JuggleConfig<T> {
@@ -18,3 +19,4 @@ types?: InferObject<T>;
     types: InferObject<T>;
+    scalers: ScalingFnsRecords<T>;
 };
 export {};

build/main/lib/juggler.js

@@ -5,2 +5,3 @@ "use strict";
 const dataInference_1 = require("./utils/dataInference");
+const generate_scaling_1 = require("./generate-scaling");
 const parseObjects_1 = require("./utils/parseObjects");
@@ -24,5 +25,6 @@ const stats_1 = require("./utils/stats");
     const data = dataSet.map(datum => datumPreprocessor(datum));
-    return { data, moments, types: inferedTypes };
+    const scalingFns = generate_scaling_1.scalesFromMoments(moments);
+    return { data, moments, types: inferedTypes, scalers: scalingFns };
 }
 exports.dataJuggler = dataJuggler;
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+//# sourceMappingURL=data:application/json;base64,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

build/main/lib/parse.js

@@ -29,2 +29,5 @@ "use strict";
                         get scaled() {
+                            if (lodash_1.isNull(this.raw)) {
+                                return null;
+                            }
                             return !lodash_1.isNull(min) && !lodash_1.isNull(max)
@@ -120,2 +123,2 @@ ? (this.raw - min) / (max - min)
 exports.parseDates = parseDates;
-//# 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+//# sourceMappingURL=data:application/json;base64,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build/module/lib/juggler.d.ts

 import { FormatterObject, GenericDatum, ParserObject } from './utils/dataInference';
 import { CategoricalDatum, ContinuousDatum, DatetimeDatum, InferObject, MomentsObject } from '../types/types';
+import { ScalingFnsRecords } from './generate-scaling';
 interface JuggleConfig<T> {
@@ -18,3 +19,4 @@ types?: InferObject<T>;
     types: InferObject<T>;
+    scalers: ScalingFnsRecords<T>;
 };
 export {};

build/module/lib/juggler.js

 import { parseDates, parseDatumFactory } from './parse';
 import { autoInferenceType } from './utils/dataInference';
+import { scalesFromMoments } from './generate-scaling';
 import { doKeysMatch } from './utils/parseObjects';
@@ -21,4 +22,5 @@ import { computeMoments, populateNullData } from './utils/stats';
     const data = dataSet.map(datum => datumPreprocessor(datum));
-    return { data, moments, types: inferedTypes };
+    const scalingFns = scalesFromMoments(moments);
+    return { data, moments, types: inferedTypes, scalers: scalingFns };
 }
-//# sourceMappingURL=data:application/json;base64,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build/module/lib/parse.js

@@ -24,2 +24,5 @@ import { get, isNaN, isNull, isNumber, toString } from 'lodash';
                         get scaled() {
+                            if (isNull(this.raw)) {
+                                return null;
+                            }
                             return !isNull(min) && !isNull(max)
@@ -113,2 +116,2 @@ ? (this.raw - min) / (max - min)
 }
-//# 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+//# 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package.json

 {
   "name": "data-juggler",
-  "version": "0.3.0",
+  "version": "0.4.0",
   "main": "build/main/index.js",
@@ -5,0 +5,0 @@ "typings": "build/main/index.d.ts",

README.md

@@ -73,5 +73,30 @@ # data-juggler 🤹‍♀️
 On top of that you also get some getters for each variable that return the whole column, this could be cut eventually in a censorship attempt by my boss.
-
 Edit: the censorship did happen, this is not there anymore.
 
+## The rescaling functions
+
+It could be annoying having to rescale all your functions because some time having them fitted from min-max to 0-1 is not what you need! We got your back. Another entry in the magical return object of the juggler is `scalers`! Imaging the classical situation below:
+
+```javascript
+const d = [
+  {x: 0},
+  {x: 1},
+  {x: 2}
+]
+```
+
+You can simply apply `dataJuggler`:
+
+```javascript
+const { data, scalers } = dataJuggler(d, { types: infer})
+```
+
+Now if you need to rescale the data you can simply do this:
+
+```javascript
+const newExtent = [0, 4]
+const rescaleV = scalers.x(...newExtent)
+const rescaledX = data.map(datum => rescaleX(datum.v.scaled)) // [0, 0.25, 0.5]
+```
+
 ## The configuration object
@@ -78,0 +103,0 @@

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Fixed alerts

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Improved metrics

Total package byte prevSize

427888

increased by1.43%

Number of package files

39

increased by11.43%

Lines of code

10007

increased by0.49%

Number of lines in readme file

232

increased by12.08%

No dependency changes