+
{renderLegend && (
= Reac
/>
)}
-
+
{isUpdatingChart && }
{children}
+ {isDownsampled && }
diff --git a/web/src/components/ui/charts/BusterChartLegend/DownsampleAlert.tsx b/web/src/components/ui/charts/BusterChartLegend/DownsampleAlert.tsx
new file mode 100644
index 000000000..55a93dfb4
--- /dev/null
+++ b/web/src/components/ui/charts/BusterChartLegend/DownsampleAlert.tsx
@@ -0,0 +1,65 @@
+import React, { useEffect, useState } from 'react';
+import { Text } from '../../typography/Text';
+import { TriangleWarning } from '../../icons/NucleoIconFilled';
+import { Popover } from '../../popover';
+import { DOWNSIZE_SAMPLE_THRESHOLD } from '../config';
+import { cn } from '@/lib/classMerge';
+import { Xmark } from '../../icons';
+
+export const DownsampleAlert = React.memo(({ isDownsampled }: { isDownsampled: boolean }) => {
+ const [close, setClose] = useState(false);
+ const [onHover, setOnHover] = useState(false);
+ const [open, setOpen] = useState(false);
+
+ useEffect(() => {
+ setClose(false);
+ }, [isDownsampled]);
+
+ if (close) {
+ return null;
+ }
+
+ return (
+ setOnHover(true)}
+ onMouseLeave={() => setOnHover(false)}>
+
+ {`This chart has been downsampled to ${DOWNSIZE_SAMPLE_THRESHOLD} data points to improve performance. Click the results tab or download the data to see all points.`}
+
+ }>
+ open && setClose(true)}
+ className={cn(
+ 'group relative z-10 flex h-6 w-full cursor-pointer items-center justify-center overflow-hidden rounded-sm border border-yellow-300 bg-yellow-200 px-1.5 text-sm text-yellow-700 shadow transition-all duration-300 hover:bg-yellow-300'
+ )}>
+
+
+ Downsampled
+
+
+
+ Close
+
+
+
+
+ );
+});
+
+DownsampleAlert.displayName = 'DownsampleAlert';
diff --git a/web/src/components/ui/charts/chartHooks/useDatasetOptions/datasetHelpers_Scatter.ts b/web/src/components/ui/charts/chartHooks/useDatasetOptions/datasetHelpers_Scatter.ts
index 0a5b8d2a8..cfae31019 100644
--- a/web/src/components/ui/charts/chartHooks/useDatasetOptions/datasetHelpers_Scatter.ts
+++ b/web/src/components/ui/charts/chartHooks/useDatasetOptions/datasetHelpers_Scatter.ts
@@ -1,8 +1,4 @@
-import {
- type BusterChartProps,
- type ColumnLabelFormat,
- type ScatterAxis
-} from '@/api/asset_interfaces/metric/charts';
+import { type BusterChartProps, type ScatterAxis } from '@/api/asset_interfaces/metric/charts';
import { createDimension } from './datasetHelpers_BarLinePie';
import { appendToKeyValueChain } from './groupingHelpers';
import { DatasetOption } from './interfaces';
@@ -68,10 +64,7 @@ export const processScatterData = (
measureFields.forEach((measure) => {
categories.forEach((category) => {
const columnLabelFormat = columnLabelFormats[measure];
- const replaceMissingDataWith =
- columnLabelFormat?.replaceMissingDataWith !== undefined
- ? columnLabelFormat?.replaceMissingDataWith
- : defaultReplaceMissingDataWith;
+ const replaceMissingDataWith = defaultReplaceMissingDataWith;
if (categoryKey === category) {
const value = item[measure] || replaceMissingDataWith;
row.push(value as string | number);
diff --git a/web/src/components/ui/charts/chartHooks/useDatasetOptions/useDatasetOptions.tsx b/web/src/components/ui/charts/chartHooks/useDatasetOptions/useDatasetOptions.tsx
index 78cf4189d..dd18a4b37 100644
--- a/web/src/components/ui/charts/chartHooks/useDatasetOptions/useDatasetOptions.tsx
+++ b/web/src/components/ui/charts/chartHooks/useDatasetOptions/useDatasetOptions.tsx
@@ -34,6 +34,7 @@ import {
import { type TrendlineDataset, useDataTrendlineOptions } from './useDataTrendlineOptions';
import type { DatasetOption } from './interfaces';
import { DEFAULT_COLUMN_LABEL_FORMAT } from '@/api/asset_interfaces/metric';
+import { DOWNSIZE_SAMPLE_THRESHOLD } from '../../config';
type DatasetHookResult = {
datasetOptions: DatasetOption[];
@@ -42,6 +43,7 @@ type DatasetHookResult = {
y2AxisKeys: string[];
tooltipKeys: string[];
hasMismatchedTooltipsAndMeasures: boolean;
+ isDownsampled: boolean;
};
type DatasetHookParams = {
@@ -125,6 +127,10 @@ export const useDatasetOptions = (params: DatasetHookParams): DatasetHookResult
return uniq([...yAxisFields, ...y2AxisFields, ...tooltipFields]);
}, [yAxisFieldsString, y2AxisFieldsString, tooltipFieldsString]);
+ const isDownsampled = useMemo(() => {
+ return data.length > DOWNSIZE_SAMPLE_THRESHOLD;
+ }, [data]);
+
const sortedAndLimitedData = useMemo(() => {
if (isScatter) return downsampleScatterData(data);
return sortLineBarData(data, columnMetadata, xFieldSorts, xFields);
@@ -139,18 +145,25 @@ export const useDatasetOptions = (params: DatasetHookParams): DatasetHookResult
return measureFields
.map((field) => {
const value = columnLabelFormats[field]?.replaceMissingDataWith;
- if (value === undefined) return 0;
- if (value === null) return null;
- if (value === '') return '';
+ if (value === undefined) return 'undefined';
+ if (value === null) return 'null';
+ if (value === '') return 'empty';
return value;
})
.join(',');
}, [measureFields.join(''), columnLabelFormats]);
+ const dimensions: string[] = useMemo(() => {
+ if (isScatter) {
+ return getScatterDimensions(categoriesSet, xAxisField, measureFields, sizeField);
+ }
+ return getLineBarPieDimensions(categoriesSet, measureFields, xFields);
+ }, [categoriesSet, measureFields, xFieldsString, sizeFieldString, isScatter]);
+
const processedData = useMemo(() => {
if (isScatter) {
return processScatterData(
- data,
+ sortedAndLimitedData,
xAxisField,
measureFields,
categoryFields,
@@ -168,7 +181,7 @@ export const useDatasetOptions = (params: DatasetHookParams): DatasetHookResult
columnLabelFormats
);
}, [
- data,
+ sortedAndLimitedData,
xFieldSortsString,
xFieldsString,
isScatter,
@@ -177,16 +190,10 @@ export const useDatasetOptions = (params: DatasetHookParams): DatasetHookResult
dataMap,
measureFields,
sizeFieldString,
+ dimensions,
measureFieldsReplaceDataWithKey //use this instead of columnLabelFormats
]);
- const dimensions: string[] = useMemo(() => {
- if (isScatter) {
- return getScatterDimensions(categoriesSet, xAxisField, measureFields, sizeField);
- }
- return getLineBarPieDimensions(categoriesSet, measureFields, xFields);
- }, [categoriesSet, measureFields, xFieldsString, sizeFieldString, isScatter]);
-
const yAxisKeys = useMemo(() => {
if (isScatter) return getLineBarPieYAxisKeys(categoriesSet, yAxisFields); //not a typo. I want to use the same function for both scatter and bar/line/pie
return getLineBarPieYAxisKeys(categoriesSet, yAxisFields);
@@ -258,11 +265,12 @@ export const useDatasetOptions = (params: DatasetHookParams): DatasetHookResult
});
return {
- datasetOptions,
+ datasetOptions, //this is a matrix of dimensions x measures
dataTrendlineOptions,
yAxisKeys,
y2AxisKeys,
tooltipKeys,
- hasMismatchedTooltipsAndMeasures
+ hasMismatchedTooltipsAndMeasures,
+ isDownsampled
};
};
diff --git a/web/src/components/ui/charts/config/config.ts b/web/src/components/ui/charts/config/config.ts
index 01312a3fb..cf681b733 100644
--- a/web/src/components/ui/charts/config/config.ts
+++ b/web/src/components/ui/charts/config/config.ts
@@ -1,6 +1,7 @@
-export const DOWNSIZE_SAMPLE_THRESHOLD = 500;
+export const DOWNSIZE_SAMPLE_THRESHOLD = 1000;
export const LINE_DECIMATION_THRESHOLD = 300;
export const LINE_DECIMATION_SAMPLES = 450;
-export const ANIMATION_THRESHOLD = 150;
+export const LEGEND_ANIMATION_THRESHOLD = 200; //we use this when there is a large dataset and need to show a loading animation
+export const ANIMATION_THRESHOLD = 125; //testing 175 with scatter chart
export const ANIMATION_DURATION = 1000;
-export const TOOLTIP_THRESHOLD = 500;
+export const TOOLTIP_THRESHOLD = 2500;
diff --git a/web/src/components/ui/charts/interfaces/chartComponentInterfaces.ts b/web/src/components/ui/charts/interfaces/chartComponentInterfaces.ts
index 414eabb57..5a85f6c72 100644
--- a/web/src/components/ui/charts/interfaces/chartComponentInterfaces.ts
+++ b/web/src/components/ui/charts/interfaces/chartComponentInterfaces.ts
@@ -23,6 +23,7 @@ export interface BusterChartComponentProps
>,
ReturnType
{
selectedAxis: ChartEncodes;
+ isDownsampled: boolean;
}
export interface BusterChartRenderComponentProps
diff --git a/web/src/components/ui/charts/stories/BusterChart.ScatterChart.stories.tsx b/web/src/components/ui/charts/stories/BusterChart.ScatterChart.stories.tsx
index bfbb7602b..e68835ebc 100644
--- a/web/src/components/ui/charts/stories/BusterChart.ScatterChart.stories.tsx
+++ b/web/src/components/ui/charts/stories/BusterChart.ScatterChart.stories.tsx
@@ -8,6 +8,7 @@ import React from 'react';
import { Slider } from '@/components/ui/slider';
import { useDebounceFn } from '@/hooks';
import dayjs from 'dayjs';
+import { scatterConfig_problematic1, scatterDataProblematic1 } from './scatterData_problematic1';
type ScatterChartData = ReturnType;
@@ -25,7 +26,7 @@ export const Default: Story = {
data: generateScatterChartData(50),
scatterAxis: {
x: ['x'],
- y: ['y'],
+ y: ['y', 'y2'],
size: [],
category: ['category']
},
@@ -57,7 +58,7 @@ export const Default: Story = {
style: 'string'
} satisfies IColumnLabelFormat
} satisfies Record,
- className: 'w-[400px] h-[400px]'
+ className: 'w-[400px] h-[400px] max-w-[400px] max-h-[400px]'
}
};
@@ -437,3 +438,18 @@ export const ScatterWithTrendline_DateXAxisLogarithmicRegression: Story = {
}
}
};
+
+export const ProblematicDataset: Story = {
+ args: {
+ ...Default.args,
+ data: scatterDataProblematic1.data,
+ columnMetadata: scatterDataProblematic1.data_metadata.column_metadata,
+ ...(scatterConfig_problematic1 as any),
+ barAndLineAxis: {
+ x: ['eligible_orders'],
+ y: ['attach_rate'],
+ category: ['merchant']
+ },
+ selectedChartType: ChartType.Scatter
+ }
+};
diff --git a/web/src/components/ui/charts/stories/scatterData_problematic1.ts b/web/src/components/ui/charts/stories/scatterData_problematic1.ts
new file mode 100644
index 000000000..dd29d60a4
--- /dev/null
+++ b/web/src/components/ui/charts/stories/scatterData_problematic1.ts
@@ -0,0 +1,9050 @@
+import { ChartType } from '@/api/asset_interfaces';
+import { faker } from '@faker-js/faker';
+export const scatterDataProblematic1 = {
+ metric_id: '7bbe91e5-7133-50f4-a9b2-5a4663f4848a',
+ data: [
+ {
+ merchant: 'Bins Group swift',
+ eligible_orders: 1,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Conroy, Pacocha and Conn strict',
+ eligible_orders: 3,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Effertz Inc vibrant',
+ eligible_orders: 1,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Cummings - Krajcik plump',
+ eligible_orders: 1,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Haley - Brown unsightly',
+ eligible_orders: 3,
+ attach_rate: 0.6666666666666666
+ },
+ {
+ merchant: 'Zboncak, Rippin and Gibson little',
+ eligible_orders: 16,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Feil and Sons favorite',
+ eligible_orders: 7,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Bogisich Group orange',
+ eligible_orders: 40,
+ attach_rate: 0.925
+ },
+ {
+ merchant: 'Morar and Sons elastic',
+ eligible_orders: 11,
+ attach_rate: 0.9090909090909091
+ },
+ {
+ merchant: 'Klocko, Klocko and Kreiger rewarding',
+ eligible_orders: 19855,
+ attach_rate: 0.6414505162427601
+ },
+ {
+ merchant: 'Swaniawski, Konopelski and Nolan pointed',
+ eligible_orders: 1833,
+ attach_rate: 0.5728314238952537
+ },
+ {
+ merchant: 'Legros Inc upright',
+ eligible_orders: 181,
+ attach_rate: 0.47513812154696133
+ },
+ {
+ merchant: 'Kunde - Walker helpful',
+ eligible_orders: 9166,
+ attach_rate: 0.7554003927558368
+ },
+ {
+ merchant: 'Heidenreich - Hilpert stylish',
+ eligible_orders: 18457,
+ attach_rate: 0.6551443896624587
+ },
+ {
+ merchant: 'Turner - Ankunding clean',
+ eligible_orders: 6948,
+ attach_rate: 0.4106217616580311
+ },
+ {
+ merchant: 'Dare - Corwin cheap',
+ eligible_orders: 1995,
+ attach_rate: 0.843609022556391
+ },
+ {
+ merchant: 'Ledner Inc super',
+ eligible_orders: 955,
+ attach_rate: 0.743455497382199
+ },
+ {
+ merchant: 'Jenkins, Oberbrunner and Adams outstanding',
+ eligible_orders: 6617,
+ attach_rate: 0.9209611606468188
+ },
+ {
+ merchant: 'Cremin - Marks worthy',
+ eligible_orders: 4370,
+ attach_rate: 0.7155606407322654
+ },
+ {
+ merchant: 'Parisian - Hilpert round',
+ eligible_orders: 674,
+ attach_rate: 0.857566765578635
+ },
+ {
+ merchant: 'Krajcik LLC ornate',
+ eligible_orders: 8128,
+ attach_rate: 0.7212106299212598
+ },
+ {
+ merchant: 'Blick - Kovacek dirty',
+ eligible_orders: 10619,
+ attach_rate: 0.7796402674451455
+ },
+ {
+ merchant: 'Vandervort, Abernathy and Abbott lean',
+ eligible_orders: 8002,
+ attach_rate: 0.8941514621344664
+ },
+ {
+ merchant: 'Windler and Sons extroverted',
+ eligible_orders: 1285,
+ attach_rate: 0.7859922178988327
+ },
+ {
+ merchant: 'Boyle, Feest and Walter showy',
+ eligible_orders: 269,
+ attach_rate: 0.7881040892193308
+ },
+ {
+ merchant: 'Stiedemann - Parker caring',
+ eligible_orders: 1980,
+ attach_rate: 0.6090909090909091
+ },
+ {
+ merchant: 'Stroman, Armstrong and Johnston careless',
+ eligible_orders: 2886,
+ attach_rate: 0.6957726957726957
+ },
+ {
+ merchant: 'Dicki, Predovic and Pacocha cumbersome',
+ eligible_orders: 4377,
+ attach_rate: 0.7809001599268905
+ },
+ {
+ merchant: 'Gutmann Inc parallel',
+ eligible_orders: 1599,
+ attach_rate: 0.6197623514696685
+ },
+ {
+ merchant: 'Greenfelder - Bauch imaginative',
+ eligible_orders: 11817,
+ attach_rate: 0.745028348988745
+ },
+ {
+ merchant: 'Schinner, Hoppe and Rath finished',
+ eligible_orders: 943,
+ attach_rate: 0.7158006362672322
+ },
+ {
+ merchant: 'Ferry and Sons vast',
+ eligible_orders: 1529,
+ attach_rate: 0.7135382603008502
+ },
+ {
+ merchant: 'Purdy and Sons miserable',
+ eligible_orders: 1464,
+ attach_rate: 0.898224043715847
+ },
+ {
+ merchant: 'Stiedemann, Rutherford and Smith great',
+ eligible_orders: 1980,
+ attach_rate: 0.9303030303030303
+ },
+ {
+ merchant: 'Rolfson Inc jaunty',
+ eligible_orders: 725,
+ attach_rate: 0.7958620689655173
+ },
+ {
+ merchant: 'Runolfsson LLC youthful',
+ eligible_orders: 935,
+ attach_rate: 0.6748663101604279
+ },
+ {
+ merchant: 'Zieme, Bauch and Cummings stark',
+ eligible_orders: 633,
+ attach_rate: 0.7851500789889415
+ },
+ {
+ merchant: 'Schmitt - Zulauf royal',
+ eligible_orders: 177,
+ attach_rate: 0.672316384180791
+ },
+ {
+ merchant: 'Metz, Rutherford and Fahey unhealthy',
+ eligible_orders: 1559,
+ attach_rate: 0.8011545862732521
+ },
+ {
+ merchant: 'Wolff - Kihn fussy',
+ eligible_orders: 243,
+ attach_rate: 0.31275720164609055
+ },
+ {
+ merchant: 'Crooks and Sons flawless',
+ eligible_orders: 206,
+ attach_rate: 0.7669902912621359
+ },
+ {
+ merchant: 'Quitzon, Beier and Heaney judicious',
+ eligible_orders: 981,
+ attach_rate: 0.6422018348623854
+ },
+ {
+ merchant: 'Lehner - Hand damaged',
+ eligible_orders: 4621,
+ attach_rate: 0.9681887037437784
+ },
+ {
+ merchant: 'Nader - Gislason tangible',
+ eligible_orders: 170,
+ attach_rate: 0.5941176470588235
+ },
+ {
+ merchant: 'Green, Fahey and Ebert massive',
+ eligible_orders: 276,
+ attach_rate: 0.6521739130434783
+ },
+ {
+ merchant: 'Boehm and Sons valuable',
+ eligible_orders: 691,
+ attach_rate: 0.6729377713458755
+ },
+ {
+ merchant: 'Berge LLC indelible',
+ eligible_orders: 71,
+ attach_rate: 0.704225352112676
+ },
+ {
+ merchant: 'Blanda Group mad',
+ eligible_orders: 107,
+ attach_rate: 0.8504672897196262
+ },
+ {
+ merchant: 'Bode - Beatty sneaky',
+ eligible_orders: 507,
+ attach_rate: 0.4930966469428008
+ },
+ {
+ merchant: 'Wyman - Cummings specific',
+ eligible_orders: 50,
+ attach_rate: 0.74
+ },
+ {
+ merchant: 'Barrows Inc sarcastic',
+ eligible_orders: 118,
+ attach_rate: 0.7457627118644068
+ },
+ {
+ merchant: 'Gorczany - Jacobson ordinary',
+ eligible_orders: 52,
+ attach_rate: 0.6346153846153846
+ },
+ {
+ merchant: 'Hammes - Swift slimy',
+ eligible_orders: 266,
+ attach_rate: 0.6729323308270677
+ },
+ {
+ merchant: 'Mosciski - Mills proud',
+ eligible_orders: 455,
+ attach_rate: 0.5340659340659341
+ },
+ {
+ merchant: 'Waters - Ruecker improbable',
+ eligible_orders: 1546,
+ attach_rate: 0.7884864165588615
+ },
+ {
+ merchant: 'Howe - Dare staid',
+ eligible_orders: 332,
+ attach_rate: 0.7018072289156626
+ },
+ {
+ merchant: 'Lynch - Cruickshank pale',
+ eligible_orders: 71,
+ attach_rate: 0.647887323943662
+ },
+ {
+ merchant: 'Hand, Mayer and Gerhold tattered',
+ eligible_orders: 59,
+ attach_rate: 0.847457627118644
+ },
+ {
+ merchant: 'Corwin and Sons comfortable',
+ eligible_orders: 40,
+ attach_rate: 0.725
+ },
+ {
+ merchant: 'Metz - Kilback enlightened',
+ eligible_orders: 9533,
+ attach_rate: 0.6653729151368929
+ },
+ {
+ merchant: 'Frami Group illustrious',
+ eligible_orders: 17899,
+ attach_rate: 0.5539974300240237
+ },
+ {
+ merchant: 'Tremblay LLC free',
+ eligible_orders: 1381,
+ attach_rate: 0.7118030412744388
+ },
+ {
+ merchant: 'Greenfelder - Crist surprised',
+ eligible_orders: 1272,
+ attach_rate: 0.6933962264150944
+ },
+ {
+ merchant: 'Beatty Group hurtful',
+ eligible_orders: 474,
+ attach_rate: 0.5970464135021097
+ },
+ {
+ merchant: 'Mueller - Olson upbeat',
+ eligible_orders: 172,
+ attach_rate: 0.6511627906976745
+ },
+ {
+ merchant: 'Herzog LLC which',
+ eligible_orders: 1197,
+ attach_rate: 0.7201336675020885
+ },
+ {
+ merchant: 'Johns, Powlowski and Cummerata celebrated',
+ eligible_orders: 29,
+ attach_rate: 0.6551724137931034
+ },
+ {
+ merchant: 'Lemke - Mante nifty',
+ eligible_orders: 428,
+ attach_rate: 0.7873831775700935
+ },
+ {
+ merchant: 'Hauck - Marvin other',
+ eligible_orders: 2191,
+ attach_rate: 0.4413509812870835
+ },
+ {
+ merchant: 'Wisozk, Kerluke and Rice warped',
+ eligible_orders: 525,
+ attach_rate: 0.8514285714285714
+ },
+ {
+ merchant: 'Streich, Tillman and Feeney lazy',
+ eligible_orders: 692,
+ attach_rate: 0.4841040462427746
+ },
+ {
+ merchant: 'McDermott and Sons steel',
+ eligible_orders: 909,
+ attach_rate: 0.8052805280528053
+ },
+ {
+ merchant: 'Dickinson, Renner and Shields punctual',
+ eligible_orders: 1372,
+ attach_rate: 0.858600583090379
+ },
+ {
+ merchant: 'Dietrich, Kunze and Cruickshank noxious',
+ eligible_orders: 459,
+ attach_rate: 0.6928104575163399
+ },
+ {
+ merchant: 'Stehr, Kuphal and Deckow realistic',
+ eligible_orders: 963,
+ attach_rate: 0.715472481827622
+ },
+ {
+ merchant: "O'Conner - Sawayn blaring",
+ eligible_orders: 447,
+ attach_rate: 0.7158836689038032
+ },
+ {
+ merchant: 'Quigley - Frami worthwhile',
+ eligible_orders: 1339,
+ attach_rate: 0.5197908887229276
+ },
+ {
+ merchant: 'Lind - Stark juvenile',
+ eligible_orders: 213,
+ attach_rate: 0.6995305164319249
+ },
+ {
+ merchant: 'Zieme LLC scented',
+ eligible_orders: 575,
+ attach_rate: 0.7756521739130435
+ },
+ {
+ merchant: 'Wiza, Beer and Ryan simplistic',
+ eligible_orders: 1289,
+ attach_rate: 0.6004654771140419
+ },
+ {
+ merchant: 'Botsford, Konopelski and Jast violent',
+ eligible_orders: 589,
+ attach_rate: 0.8743633276740238
+ },
+ {
+ merchant: 'Smith, Lueilwitz and Conroy noteworthy',
+ eligible_orders: 118,
+ attach_rate: 0.6186440677966102
+ },
+ {
+ merchant: "O'Keefe, Sauer and Kozey illiterate",
+ eligible_orders: 79,
+ attach_rate: 0.7341772151898734
+ },
+ {
+ merchant: 'Kozey - Walter oblong',
+ eligible_orders: 203,
+ attach_rate: 0.5566502463054187
+ },
+ {
+ merchant: 'Mosciski - Lebsack authorized',
+ eligible_orders: 328,
+ attach_rate: 0.6676829268292683
+ },
+ {
+ merchant: 'Hickle Group wrong',
+ eligible_orders: 796,
+ attach_rate: 0.7198492462311558
+ },
+ {
+ merchant: 'Gerhold Inc unconscious',
+ eligible_orders: 291,
+ attach_rate: 0.6701030927835051
+ },
+ {
+ merchant: 'Kshlerin, Moen and Smitham clumsy',
+ eligible_orders: 9918,
+ attach_rate: 0.5423472474289172
+ },
+ {
+ merchant: 'Bosco, Williamson and Prohaska earnest',
+ eligible_orders: 97,
+ attach_rate: 0.8350515463917526
+ },
+ {
+ merchant: 'Hane Group tedious',
+ eligible_orders: 8374,
+ attach_rate: 0.31967996178648195
+ },
+ {
+ merchant: 'MacGyver, Bechtelar and Bergstrom huge',
+ eligible_orders: 1326,
+ attach_rate: 0.8891402714932126
+ },
+ {
+ merchant: 'Kuhlman, Bruen and Welch ambitious',
+ eligible_orders: 630,
+ attach_rate: 0.08095238095238096
+ },
+ {
+ merchant: 'Kris Group outstanding',
+ eligible_orders: 1098,
+ attach_rate: 0.7131147540983607
+ },
+ {
+ merchant: 'King, Reinger and Lowe strange',
+ eligible_orders: 96,
+ attach_rate: 0.5729166666666666
+ },
+ {
+ merchant: 'Braun LLC bouncy',
+ eligible_orders: 124,
+ attach_rate: 0.7903225806451613
+ },
+ {
+ merchant: 'Farrell, Tillman and Kutch lavish',
+ eligible_orders: 189,
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+ attach_rate: 0.7927631578947368
+ },
+ {
+ merchant: 'Schmidt, Durgan and Bogisich cute',
+ eligible_orders: 196,
+ attach_rate: 0.5408163265306123
+ },
+ {
+ merchant: 'Cole Group frugal',
+ eligible_orders: 15,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Paucek, Bogisich and Mueller only',
+ eligible_orders: 19,
+ attach_rate: 0.6842105263157895
+ },
+ {
+ merchant: 'Stroman - Ferry same',
+ eligible_orders: 39,
+ attach_rate: 0.6153846153846154
+ },
+ {
+ merchant: 'Sporer LLC obedient',
+ eligible_orders: 31,
+ attach_rate: 0.6129032258064516
+ },
+ {
+ merchant: "O'Kon - Schultz tired",
+ eligible_orders: 11408,
+ attach_rate: 0.610273492286115
+ },
+ {
+ merchant: 'Fay - Funk yellow',
+ eligible_orders: 4897,
+ attach_rate: 0.7990606493771697
+ },
+ {
+ merchant: 'Hegmann Inc wasteful',
+ eligible_orders: 1233,
+ attach_rate: 0.5863746958637469
+ },
+ {
+ merchant: 'Dickens - Mosciski squeaky',
+ eligible_orders: 30,
+ attach_rate: 0.7666666666666667
+ },
+ {
+ merchant: 'Schmitt - Runolfsson well-made',
+ eligible_orders: 7161,
+ attach_rate: 0.5067727970953777
+ },
+ {
+ merchant: 'Zboncak Group uncomfortable',
+ eligible_orders: 1116,
+ attach_rate: 0.32974910394265233
+ },
+ {
+ merchant: 'Orn - Schaefer moral',
+ eligible_orders: 3243,
+ attach_rate: 0.9056429232192414
+ },
+ {
+ merchant: 'Conn, Runolfsdottir and Beahan serene',
+ eligible_orders: 2080,
+ attach_rate: 0.7677884615384616
+ },
+ {
+ merchant: 'Beatty - Treutel honored',
+ eligible_orders: 1557,
+ attach_rate: 0.720616570327553
+ },
+ {
+ merchant: 'Barton, Boyer and Fritsch chubby',
+ eligible_orders: 1990,
+ attach_rate: 0.8226130653266331
+ },
+ {
+ merchant: 'Kiehn Group prudent',
+ eligible_orders: 102,
+ attach_rate: 0.7352941176470589
+ },
+ {
+ merchant: 'Jones, Mann and Welch late',
+ eligible_orders: 437,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Rohan, Deckow and Altenwerth passionate',
+ eligible_orders: 30,
+ attach_rate: 0.6666666666666666
+ },
+ {
+ merchant: 'Witting, Osinski and Moen striking',
+ eligible_orders: 229,
+ attach_rate: 0.7074235807860262
+ },
+ {
+ merchant: 'Kunze LLC pushy',
+ eligible_orders: 21,
+ attach_rate: 0.8095238095238095
+ },
+ {
+ merchant: 'Kozey - Steuber athletic',
+ eligible_orders: 84,
+ attach_rate: 0.6666666666666666
+ },
+ {
+ merchant: 'Jaskolski - Gutmann windy',
+ eligible_orders: 65,
+ attach_rate: 0.7538461538461538
+ },
+ {
+ merchant: 'Powlowski and Sons aged',
+ eligible_orders: 204,
+ attach_rate: 0.696078431372549
+ },
+ {
+ merchant: 'Lueilwitz - Maggio deadly',
+ eligible_orders: 140,
+ attach_rate: 0.8071428571428572
+ },
+ {
+ merchant: 'Gerhold Group mammoth',
+ eligible_orders: 71,
+ attach_rate: 0.9295774647887324
+ },
+ {
+ merchant: 'Welch, Conroy and Stroman strict',
+ eligible_orders: 21,
+ attach_rate: 0.6666666666666666
+ },
+ {
+ merchant: 'Ullrich - Kuhlman personal',
+ eligible_orders: 17,
+ attach_rate: 0.8235294117647058
+ },
+ {
+ merchant: 'Crist LLC weighty',
+ eligible_orders: 34,
+ attach_rate: 0.9117647058823529
+ },
+ {
+ merchant: 'Goyette, Cassin and Lynch tight',
+ eligible_orders: 6819,
+ attach_rate: 0.7232732072151342
+ },
+ {
+ merchant: "Goodwin - O'Reilly admired",
+ eligible_orders: 5923,
+ attach_rate: 0.7025156170859361
+ },
+ {
+ merchant: 'Walker Inc diligent',
+ eligible_orders: 1557,
+ attach_rate: 0.7026332691072575
+ },
+ {
+ merchant: 'Herman LLC instructive',
+ eligible_orders: 643,
+ attach_rate: 0.48367029548989116
+ },
+ {
+ merchant: 'Corwin - Hackett rectangular',
+ eligible_orders: 1584,
+ attach_rate: 0.7733585858585859
+ },
+ {
+ merchant: 'Hoeger and Sons soulful',
+ eligible_orders: 5218,
+ attach_rate: 0.7669605212725182
+ },
+ {
+ merchant: 'Moore Group hairy',
+ eligible_orders: 2056,
+ attach_rate: 0.5690661478599222
+ },
+ {
+ merchant: 'Marvin - Botsford ill',
+ eligible_orders: 91,
+ attach_rate: 0.5054945054945055
+ },
+ {
+ merchant: 'Mayert, Kassulke and Tremblay fatal',
+ eligible_orders: 125,
+ attach_rate: 0.76
+ },
+ {
+ merchant: 'Robel Inc educated',
+ eligible_orders: 77,
+ attach_rate: 0.8831168831168831
+ },
+ {
+ merchant: 'Keebler - Oberbrunner icy',
+ eligible_orders: 321,
+ attach_rate: 0.6199376947040498
+ },
+ {
+ merchant: 'Davis Inc low',
+ eligible_orders: 852,
+ attach_rate: 0.6208920187793427
+ },
+ {
+ merchant: 'Hilll, Armstrong and Sanford self-reliant',
+ eligible_orders: 655,
+ attach_rate: 0.7572519083969466
+ },
+ {
+ merchant: 'Davis - Heaney dead',
+ eligible_orders: 515,
+ attach_rate: 0.7844660194174757
+ },
+ {
+ merchant: 'Koss and Sons flawless',
+ eligible_orders: 297,
+ attach_rate: 0.8417508417508418
+ },
+ {
+ merchant: 'Botsford Inc lumbering',
+ eligible_orders: 262,
+ attach_rate: 0.5190839694656488
+ },
+ {
+ merchant: 'Kuhic - Bergnaum zealous',
+ eligible_orders: 110,
+ attach_rate: 0.7818181818181819
+ },
+ {
+ merchant: 'Feeney, Metz and Walsh average',
+ eligible_orders: 212,
+ attach_rate: 0.6462264150943396
+ },
+ {
+ merchant: 'Maggio - Kuhlman unused',
+ eligible_orders: 61,
+ attach_rate: 0.819672131147541
+ },
+ {
+ merchant: 'Mueller - Mitchell ethical',
+ eligible_orders: 330,
+ attach_rate: 0.6090909090909091
+ },
+ {
+ merchant: 'Schmidt, Gorczany and Sanford blond',
+ eligible_orders: 38,
+ attach_rate: 0.8157894736842105
+ },
+ {
+ merchant: 'Collins, Tromp and Robel showy',
+ eligible_orders: 16,
+ attach_rate: 0.625
+ },
+ {
+ merchant: 'Haag and Sons heartfelt',
+ eligible_orders: 124,
+ attach_rate: 0.7338709677419355
+ },
+ {
+ merchant: 'Schoen, Farrell and Bayer fair',
+ eligible_orders: 24,
+ attach_rate: 0.75
+ },
+ {
+ merchant: 'Stiedemann, Homenick and Ruecker black-and-white',
+ eligible_orders: 169,
+ attach_rate: 0.5325443786982249
+ },
+ {
+ merchant: 'Rogahn, Lynch and Abernathy ill-fated',
+ eligible_orders: 45,
+ attach_rate: 0.9333333333333333
+ },
+ {
+ merchant: 'Pagac Inc unconscious',
+ eligible_orders: 7,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Koepp - Mann tender',
+ eligible_orders: 8087,
+ attach_rate: 0.6171633485841473
+ },
+ {
+ merchant: 'Goldner - Reynolds monstrous',
+ eligible_orders: 275,
+ attach_rate: 0.5890909090909091
+ },
+ {
+ merchant: 'Hudson - Raynor burly',
+ eligible_orders: 515,
+ attach_rate: 0.4796116504854369
+ },
+ {
+ merchant: 'Lang, Rau and Kulas weary',
+ eligible_orders: 632,
+ attach_rate: 0.0189873417721519
+ },
+ {
+ merchant: 'Quigley, Maggio and Schneider beloved',
+ eligible_orders: 168,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Herman Inc smooth',
+ eligible_orders: 517,
+ attach_rate: 0.8955512572533849
+ },
+ {
+ merchant: 'Oberbrunner Inc marvelous',
+ eligible_orders: 217,
+ attach_rate: 0.6405529953917051
+ },
+ {
+ merchant: 'Medhurst and Sons glaring',
+ eligible_orders: 84,
+ attach_rate: 0.7738095238095238
+ },
+ {
+ merchant: 'Padberg, Gerhold and Gusikowski fragrant',
+ eligible_orders: 324,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Greenfelder Group gorgeous',
+ eligible_orders: 92,
+ attach_rate: 0.8478260869565217
+ },
+ {
+ merchant: 'Bahringer, Witting and Herzog digital',
+ eligible_orders: 108,
+ attach_rate: 0.6296296296296297
+ },
+ {
+ merchant: 'Schiller - Zemlak rowdy',
+ eligible_orders: 929,
+ attach_rate: 0.7179763186221744
+ },
+ {
+ merchant: 'Wiza - Spinka devoted',
+ eligible_orders: 1014,
+ attach_rate: 0.9023668639053254
+ },
+ {
+ merchant: 'Funk - Dickinson pleasing',
+ eligible_orders: 2792,
+ attach_rate: 0.7428366762177651
+ },
+ {
+ merchant: 'Bergstrom, Lemke and Runolfsson feline',
+ eligible_orders: 1192,
+ attach_rate: 0.6996644295302014
+ },
+ {
+ merchant: 'Windler - Towne afraid',
+ eligible_orders: 352,
+ attach_rate: 0.6704545454545454
+ },
+ {
+ merchant: 'Spencer, Osinski and Bashirian handy',
+ eligible_orders: 457,
+ attach_rate: 0.7636761487964989
+ },
+ {
+ merchant: 'Stroman, Mertz and Romaguera ignorant',
+ eligible_orders: 282,
+ attach_rate: 0.851063829787234
+ },
+ {
+ merchant: 'Hauck, Zulauf and Lehner minor',
+ eligible_orders: 255,
+ attach_rate: 0.6941176470588235
+ },
+ {
+ merchant: 'Towne - Smitham unselfish',
+ eligible_orders: 46,
+ attach_rate: 0.5869565217391305
+ },
+ {
+ merchant: "O'Reilly - Rolfson quiet",
+ eligible_orders: 29,
+ attach_rate: 0.8620689655172413
+ },
+ {
+ merchant: 'Kiehn and Sons excited',
+ eligible_orders: 145,
+ attach_rate: 0.7586206896551724
+ },
+ {
+ merchant: 'Carroll - Rodriguez difficult',
+ eligible_orders: 37,
+ attach_rate: 0.8108108108108109
+ },
+ {
+ merchant: 'Marks - Keeling nutritious',
+ eligible_orders: 2778,
+ attach_rate: 0.6670266378689704
+ },
+ {
+ merchant: 'McGlynn, Kerluke and Armstrong severe',
+ eligible_orders: 2294,
+ attach_rate: 0.8391455972101134
+ },
+ {
+ merchant: 'Schinner - Bartoletti sunny',
+ eligible_orders: 44,
+ attach_rate: 0.8181818181818182
+ },
+ {
+ merchant: 'MacGyver, Hoppe and Brekke mysterious',
+ eligible_orders: 11,
+ attach_rate: 0.9090909090909091
+ },
+ {
+ merchant: 'Orn - VonRueden irresponsible',
+ eligible_orders: 28,
+ attach_rate: 0.9642857142857143
+ },
+ {
+ merchant: 'Jacobson LLC medium',
+ eligible_orders: 466,
+ attach_rate: 0.759656652360515
+ },
+ {
+ merchant: 'Williamson - Sauer uncomfortable',
+ eligible_orders: 968,
+ attach_rate: 0.8553719008264463
+ },
+ {
+ merchant: 'MacGyver, Farrell and Yost known',
+ eligible_orders: 547,
+ attach_rate: 0.7184643510054844
+ },
+ {
+ merchant: 'Hartmann - Willms damaged',
+ eligible_orders: 2592,
+ attach_rate: 0.6439043209876543
+ },
+ {
+ merchant: 'Donnelly LLC major',
+ eligible_orders: 461,
+ attach_rate: 0.7331887201735358
+ },
+ {
+ merchant: 'Kunze and Sons stylish',
+ eligible_orders: 187,
+ attach_rate: 0.8074866310160428
+ },
+ {
+ merchant: 'Ortiz - Leuschke tattered',
+ eligible_orders: 400,
+ attach_rate: 0.845
+ },
+ {
+ merchant: 'Mayert, Wisoky and Ferry salty',
+ eligible_orders: 74,
+ attach_rate: 0.7567567567567568
+ },
+ {
+ merchant: 'Schroeder, Collier and Torphy trained',
+ eligible_orders: 92,
+ attach_rate: 0.75
+ },
+ {
+ merchant: 'Blanda, Littel and Mohr well-worn',
+ eligible_orders: 484,
+ attach_rate: 0.8533057851239669
+ },
+ {
+ merchant: 'Weber - Smitham prime',
+ eligible_orders: 23,
+ attach_rate: 0.9130434782608695
+ },
+ {
+ merchant: 'Wintheiser Group illustrious',
+ eligible_orders: 706,
+ attach_rate: 0.6742209631728046
+ },
+ {
+ merchant: 'Padberg Inc neglected',
+ eligible_orders: 187,
+ attach_rate: 0.93048128342246
+ },
+ {
+ merchant: 'Shields, Cremin and Gerlach hollow',
+ eligible_orders: 33,
+ attach_rate: 0.7272727272727273
+ },
+ {
+ merchant: 'Daugherty - Lesch quick',
+ eligible_orders: 56,
+ attach_rate: 0.7321428571428571
+ },
+ {
+ merchant: 'Thompson and Sons frank',
+ eligible_orders: 39,
+ attach_rate: 0.6923076923076923
+ },
+ {
+ merchant: 'Haag, Lehner and Christiansen extroverted',
+ eligible_orders: 227,
+ attach_rate: 0.5506607929515418
+ },
+ {
+ merchant: 'Stokes Group great',
+ eligible_orders: 1965,
+ attach_rate: 0.42493638676844786
+ },
+ {
+ merchant: 'Tromp LLC extra-large',
+ eligible_orders: 15,
+ attach_rate: 0.8666666666666667
+ },
+ {
+ merchant: 'Greenfelder Inc dutiful',
+ eligible_orders: 24,
+ attach_rate: 0.7916666666666666
+ },
+ {
+ merchant: 'Ondricka Inc aggravating',
+ eligible_orders: 30,
+ attach_rate: 0.8666666666666667
+ },
+ {
+ merchant: 'Cronin, Altenwerth and Moen pricey',
+ eligible_orders: 7,
+ attach_rate: 0.5714285714285714
+ },
+ {
+ merchant: 'Kreiger Group breakable',
+ eligible_orders: 13,
+ attach_rate: 0.8461538461538461
+ },
+ {
+ merchant: 'Jones, Crooks and Hoeger intent',
+ eligible_orders: 11,
+ attach_rate: 0.8181818181818182
+ },
+ {
+ merchant: 'Beer, Cormier and Kertzmann frilly',
+ eligible_orders: 171,
+ attach_rate: 0.7953216374269005
+ },
+ {
+ merchant: 'Douglas and Sons busy',
+ eligible_orders: 10,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Harris, Terry and Johnson mundane',
+ eligible_orders: 3,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Walsh Inc insignificant',
+ eligible_orders: 5,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Cummings, Marvin and Baumbach slow',
+ eligible_orders: 27,
+ attach_rate: 0.6666666666666666
+ },
+ {
+ merchant: 'Torphy, Wintheiser and Kuhic upbeat',
+ eligible_orders: 12,
+ attach_rate: 0.8333333333333334
+ },
+ {
+ merchant: 'Casper - Moen cavernous',
+ eligible_orders: 8,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Altenwerth and Sons sneaky',
+ eligible_orders: 29,
+ attach_rate: 0.6896551724137931
+ },
+ {
+ merchant: 'Reynolds - Greenfelder cheerful',
+ eligible_orders: 7,
+ attach_rate: 0.8571428571428571
+ },
+ {
+ merchant: 'Robel, Heidenreich and Shields fearless',
+ eligible_orders: 214,
+ attach_rate: 0.5794392523364486
+ },
+ {
+ merchant: 'Satterfield - Huels woeful',
+ eligible_orders: 568,
+ attach_rate: 0.6390845070422535
+ },
+ {
+ merchant: 'Ziemann - Ledner merry',
+ eligible_orders: 68,
+ attach_rate: 0.9117647058823529
+ },
+ {
+ merchant: 'Breitenberg - Morissette lighthearted',
+ eligible_orders: 8,
+ attach_rate: 0.875
+ },
+ {
+ merchant: 'Hegmann, Lueilwitz and Walsh admired',
+ eligible_orders: 2,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Rowe and Sons trained',
+ eligible_orders: 5,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Barrows, Cremin and Runolfsdottir everlasting',
+ eligible_orders: 6,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Rogahn LLC tame',
+ eligible_orders: 5,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Bergnaum, Ferry and Marvin tense',
+ eligible_orders: 23,
+ attach_rate: 0.5652173913043478
+ },
+ {
+ merchant: 'Yundt, Schaden and Reichel subtle',
+ eligible_orders: 2,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Ankunding Inc jaunty',
+ eligible_orders: 2,
+ attach_rate: 1
+ },
+ {
+ merchant: 'Pollich, Gislason and Schmidt noted',
+ eligible_orders: 2,
+ attach_rate: 1
+ }
+ ],
+ data_metadata: {
+ column_count: 3,
+ row_count: 1796,
+ column_metadata: [
+ {
+ name: 'merchant',
+ min_value: null,
+ max_value: null,
+ unique_values: 100,
+ simple_type: 'string',
+ type: 'text'
+ },
+ {
+ name: 'eligible_orders',
+ min_value: 1,
+ max_value: 108176,
+ unique_values: 100,
+ simple_type: 'number',
+ type: 'int8'
+ },
+ {
+ name: 'attach_rate',
+ min_value: 0.00088261253309797,
+ max_value: 1,
+ unique_values: 100,
+ simple_type: 'number',
+ type: 'float8'
+ }
+ ]
+ }
+};
+
+console.log(scatterDataProblematic1);
+
+export const scatterConfig_problematic1 = {
+ selectedChartType: ChartType.Scatter,
+ columnLabelFormats: {
+ merchant: {
+ columnType: 'string' as const,
+ style: 'string' as const,
+ numberSeparatorStyle: null,
+ replaceMissingDataWith: null
+ },
+ attach_rate: {
+ columnType: 'number' as const,
+ style: 'percent' as const,
+ numberSeparatorStyle: ',' as const,
+ multiplier: 100,
+ replaceMissingDataWith: 0
+ },
+ eligible_orders: {
+ columnType: 'number' as const,
+ style: 'number' as const,
+ numberSeparatorStyle: ',' as const,
+ replaceMissingDataWith: 0
+ }
+ },
+ scatterAxis: {
+ x: ['eligible_orders'],
+ y: ['attach_rate'],
+ category: ['merchant'],
+ tooltip: ['merchant', 'eligible_orders', 'attach_rate']
+ }
+};
diff --git a/web/src/components/ui/sidebar/Sidebar.tsx b/web/src/components/ui/sidebar/Sidebar.tsx
index 0fcaffe63..ac3b2d1d8 100644
--- a/web/src/components/ui/sidebar/Sidebar.tsx
+++ b/web/src/components/ui/sidebar/Sidebar.tsx
@@ -15,7 +15,7 @@ export const Sidebar: React.FC = React.memo(
))}