lodash cleanup (#747)

* add own range() function

* lodash cleanup

* remove redundant fill range implementations

* remove use of _.get

* sync test babel config with build

* update tests to match new range implementation

client/__tests__/util/range.test.js

@@ -0,0 +1,42 @@
+import { range, rangeFill } from "../../src/util/range";
+
+describe("range", () => {
+	test("no defaults", () => {
+		expect(range(0, 3, 1)).toMatchObject([0, 1, 2]);
+	});
+
+	test("range(stop)", () => {
+		expect(range(3)).toMatchObject([0, 1, 2]);
+		expect(range(0)).toMatchObject([]);
+		expect(range(1)).toMatchObject([0]);
+	});
+
+	test("range(start,stop)", () => {
+		expect(range(0, 0)).toMatchObject([]);
+		expect(range(0, 2)).toMatchObject([0, 1]);
+		expect(range(4, 8)).toMatchObject([4, 5, 6, 7]);
+	});
+
+	test("range(start, stop, step", () => {
+		expect(range(4, 0, -1)).toMatchObject([4, 3, 2, 1]);
+		expect(range(0, 4, 2)).toMatchObject([0, 2]);
+	});
+});
+
+describe("rangefill", () => {
+	test("rangeFill(arr)", () => {
+		expect(rangeFill(new Int32Array(3))).toMatchObject(
+			new Int32Array([0, 1, 2])
+		);
+	});
+	test("rangeFill(arr, start)", () => {
+		expect(rangeFill(new Int32Array(2), 1)).toMatchObject(
+			new Int32Array([1, 2])
+		);
+	});
+	test("rangeFill(arr, start, step)", () => {
+		expect(rangeFill(new Int32Array(3), 2, -1)).toMatchObject(
+			new Int32Array([2, 1, 0])
+		);
+	});
+});

client/__tests__/util/typedCrossfilter/util.test.js

@@ -1,8 +1,8 @@
 import {
-  fillRange,
   sliceByIndex,
   makeSortIndex
 } from "../../../src/util/typedCrossfilter/util";
+import { rangeFill as fillRange } from "../../../src/util/range";
 
 describe("fillRange", () => {
   test("Array", () => {

client/package.json

@@ -142,7 +142,9 @@
           ],
           "@babel/plugin-proposal-export-namespace-from",
           "@babel/plugin-transform-react-constant-elements",
-          "@babel/plugin-transform-runtime"
+          "@babel/plugin-transform-runtime",
+          "@babel/plugin-proposal-optional-chaining",
+          "@babel/plugin-proposal-nullish-coalescing-operator"
         ]
       }
     }

client/src/components/categorical/occupancy.js

@@ -1,6 +1,5 @@
 // jshint esversion: 6
 import React from "react";
-import _ from "lodash";
 import { connect } from "react-redux";
 import * as d3 from "d3";
 
@@ -17,9 +16,7 @@ class Occupancy extends React.Component {
     const width = 100;
     const height = 11;
 
-    const categories = _.filter(schema.annotations.obs, {
-      name: colorAccessor
-    })[0].categories;
+    const categories = schema.annotations.obsByName[colorAccessor]?.categories;
 
     const x = d3
       .scaleLinear()

client/src/components/categorical/util.js

@@ -5,7 +5,6 @@
 // return sorted index
 
 import isNumber from "is-number";
-import _ from "lodash";
 
 const sortedCategoryValues = values => {
   /* this sort could be memoized for perf */
@@ -13,7 +12,7 @@ const sortedCategoryValues = values => {
   const strings = [];
   const ints = [];
 
-  _.forEach(values, v => {
+  values.forEach(v => {
     if (isNumber(v[0])) {
       ints.push(v);
     } else {

client/src/components/categorical/value.js

@@ -1,7 +1,6 @@
 // jshint esversion: 6
 import { connect } from "react-redux";
 import React from "react";
-import _ from "lodash";
 import Occupancy from "./occupancy";
 import { countCategoryValues2D } from "../../util/stateManager/worldUtil";
 import * as globals from "../../globals";
@@ -10,7 +9,7 @@ import * as globals from "../../globals";
   categoricalSelection: state.categoricalSelection,
   colorScale: state.colors.scale,
   colorAccessor: state.colors.colorAccessor,
-  schema: _.get(state.world, "schema", null),
+  schema: state.world?.schema,
   world: state.world
 }))
 class CategoryValue extends React.Component {
@@ -60,9 +59,7 @@ class CategoryValue extends React.Component {
     let occupancy = null;
 
     if (isColorBy && schema) {
-      categories = _.filter(schema.annotations.obs, {
-        name: colorAccessor
-      })[0].categories;
+      categories = schema.annotations.obsByName[colorAccessor]?.categories;
     }
 
     if (colorAccessor && !isColorBy && categoricalSelection[colorAccessor]) {

client/src/components/continuous/continuous.js

@@ -9,10 +9,10 @@ import * as globals from "../../globals";
 import HistogramBrush from "../brushableHistogram";
 
 @connect(state => ({
-  obsAnnotations: _.get(state.world, "obsAnnotations", null),
+  obsAnnotations: state.world?.obsAnnotations,
   colorAccessor: state.colors.colorAccessor,
   colorScale: state.colors.scale,
-  schema: _.get(state.world, "schema", null)
+  schema: state.world?.schema
 }))
 class Continuous extends React.Component {
   constructor(props) {

client/src/components/geneExpression/index.js

@@ -57,7 +57,7 @@ const filterGenes = (query, genes) =>
 
 @connect(state => {
   return {
-    obsAnnotations: _.get(state.world, "obsAnnotations", null),
+    obsAnnotations: state.world?.obsAnnotations,
     userDefinedGenes: state.controls.userDefinedGenes,
     userDefinedGenesLoading: state.controls.userDefinedGenesLoading,
     world: state.world,

client/src/components/leftsidebar.js

@@ -1,5 +1,4 @@
 // jshint esversion: 6
-import _ from "lodash";
 import React from "react";
 import { connect } from "react-redux";
 import Categorical from "./categorical/categorical";
@@ -10,7 +9,7 @@ import DynamicScatterplot from "./scatterplot/scatterplot";
 
 @connect(state => ({
   responsive: state.responsive,
-  datasetTitle: _.get(state.config, "displayNames.dataset"),
+  datasetTitle: state.config?.displayNames?.dataset,
   scatterplotXXaccessor: state.controls.scatterplotXXaccessor,
   scatterplotYYaccessor: state.controls.scatterplotYYaccessor
 }))

client/src/reducers/categoricalSelection.js

@@ -1,12 +1,9 @@
-import _ from "lodash";
-
 import { ControlsHelpers } from "../util/stateManager";
 import * as globals from "../globals";
 
 function maxCategoryItems(state) {
-  return _.get(
-    state.config,
-    "parameters.max-category-items",
+  return (
+    state.config.parameters?.["max-category-items"] ??
     globals.configDefaults.parameters["max-category-items"]
   );
 }

client/src/util/dataframe/labelIndex.js

@@ -3,6 +3,8 @@ Label indexing - map a label to & from an integer offset.  See Dataframe
 for how this is used.
 **/
 
+import { rangeFill as fillRange } from "../range";
+
 /*
 Private utility functions
 */
@@ -21,14 +23,6 @@ function extent(tarr) {
   return [min, max];
 }
 
-function fillRange(arr, start = 0) {
-  const larr = arr;
-  for (let i = 0, l = larr.length; i < l; i += 1) {
-    larr[i] = i + start;
-  }
-  return larr;
-}
-
 /* eslint-disable class-methods-use-this */
 class IdentityInt32Index {
   /*

client/src/util/range.js

@@ -0,0 +1,45 @@
+/*
+Array range creation
+
+range(start, stop, step) -> Array
+	This is identical to https://docs.python.org/3/library/functions.html#func-range
+	Returns new array filled with a range of numbers.
+
+	Usage:
+
+		range(stop) - start defaults to zero, step defaults to 1
+		range(start, stop, [step]) - step defaults to 1
+
+	Examples:
+		range(3) -> [0, 1, 2]
+		range(1, 3) -> [1, 2]
+		range(1, 5, 2) -> [1, 3]
+
+
+rangeFill(array, start, step) -> array
+	Fill entire array with values, from start, by step.  Returns first array.
+	start defaults to zero, step defaults to one.
+
+*/
+
+function _doFill(arr, start, step, count) {
+	for (let idx = 0, val = start; idx < count; idx += 1, val += step) {
+		arr[idx] = val;
+	}
+	return arr;
+}
+
+export function rangeFill(arr, start = 0, step = 1) {
+	return _doFill(arr, start, step, arr.length);
+}
+
+export function range(start, stop, step) {
+	if (start === undefined) return [];
+	if (stop === undefined) {
+		stop = start;
+		start = 0;
+	}
+	step = step || 1; // catch undefind and zero
+	const len = Math.max(Math.ceil((stop - start) / step), 0);
+	return _doFill(new Array(len), start, step, len);
+}

client/src/util/stateManager/colorHelpers.js

@@ -1,12 +1,12 @@
 /*
 Helper functions for the embedded graph colors
 */
-import _ from "lodash";
 import * as d3 from "d3";
 import { interpolateRainbow, interpolateCool } from "d3-scale-chromatic";
 import * as globals from "../../globals";
 import parseRGB from "../parseRGB";
 import finiteExtent from "../finiteExtent";
+import { range } from "../range";
 
 /*
 create new colors state object.   Paramters:
@@ -37,9 +37,7 @@ function createColors(world, colorMode = null, colorAccessor = null) {
 }
 
 function createColorsByCategoricalMetadata(world, accessor) {
-  const { categories } = _.filter(world.schema.annotations.obs, {
-    name: accessor
-  })[0];
+  const { categories } = world.schema.annotations.obsByName[accessor];
 
   const scale = d3
     .scaleSequential(interpolateRainbow)
@@ -67,7 +65,7 @@ function createColorsByContinuousMetadata(world, accessor) {
   const scale = d3
     .scaleQuantile()
     .domain([min, max])
-    .range(_.range(colorBins - 1, -1, -1));
+    .range(range(colorBins - 1, -1, -1));
 
   /* pre-create colors - much faster than doing it for each obs */
   const colors = new Array(colorBins);
@@ -97,7 +95,7 @@ function createColorsByExpression(world, accessor) {
   const scale = d3
     .scaleQuantile()
     .domain([min, max])
-    .range(_.range(colorBins - 1, -1, -1));
+    .range(range(colorBins - 1, -1, -1));
 
   /* pre-create colors - much faster than doing it for each obs */
   const colors = new Array(colorBins);

client/src/util/stateManager/controlsHelpers.js

@@ -5,7 +5,7 @@ Helper functions for the controls reducer
 import _ from "lodash";
 
 import * as globals from "../../globals";
-import { fillRange } from "../typedCrossfilter/util";
+import { rangeFill as fillRange } from "../range";
 import {
   userDefinedDimensionName,
   diffexpDimensionName

client/src/util/stateManager/universe.js

@@ -122,15 +122,15 @@ function reconcileSchemaCategoriesWithSummary(universe) {
   cases, add a 'categories' field to the schema so it is accessible.
   */
 
-  _.forEach(universe.schema.annotations.obs, s => {
+  universe.schema.annotations.obs.forEach(s => {
     if (
       s.type === "string" ||
       s.type === "boolean" ||
       s.type === "categorical"
     ) {
       const categories = _.union(
-        _.get(s, "categories", []),
-        _.get(universe.obsAnnotations.col(s.name).summarize(), "categories", [])
+        s.categories ?? [],
+        universe.obsAnnotations.col(s.name).summarize().categories ?? []
       );
       s.categories = categories;
     }

client/src/util/typedCrossfilter/util.js

@@ -1,22 +1,12 @@
 // jshint esversion: 6
 
 import { sortIndex } from "./sort";
+import { rangeFill as fillRange } from "../range";
 
 /*
     Utility functions, private to this module.
 */
 
-// fill an array or typedarray with a sequential range of numbers,
-// starting with `start`
-//
-export function fillRange(arr, start = 0) {
-  const larr = arr;
-  for (let i = 0, len = larr.length; i < len; i += 1) {
-    larr[i] = i + start;
-  }
-  return larr;
-}
-
 // slice out of one array into another, using an index array
 //
 export function sliceByIndex(src, index) {