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/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) {