feat: improve analytics dashboard (#5897)

* feat: implement cancel/apply for custom timeframe range picker

* feat: implement dot for showing todays date

* feat: add max date to be today and show todays date

* feat: if ratio mode, dont show total

* feat: implement show more batching excess lines into "Other" bucket

* refactor: pnpm prepr

* feat: add pick and plop for date range start/end dates

* feat: implement reset query button

* feat: clear button to clear breakdown

* feat: more aggressively trim allowed minimum group by option

* fix: dont show project status filter when from project settings/analytics

* fix: clear selected X above number when appropriate

* feat: graph style updates and dont show year in x axis unless more than 2 year timeframe

* fix: loading state to include legend in blur

* feat: add project icon to project select

* feat: filter out draft projects from analytics

* feat: implement multiselect sections headers, project select org sections, and project options icons

* feat: implement click and drag to select date range

* feat: implement windows history for query builder

* revert: no longer switch breakdown/filter option if same category

* feat: implement showing project for project version breakdown/filter when there are multiple projects

* feat: implement modrinth sided events

* fix: border radius

* feat: implement analytics range highlight

* fix: loading state showing empty state text

* refactor: pnpm prepr

* feat: improve dropdown filter bar and multiselect performance

* fix: multiselect keyboard use

* fix: graph overflow issues

* fix: loading state text on table

* feat: implement tooltip scroll

* fix: adjust charts event tooltip

* feat: shorten time to not repeat am/pm

* feat: implement query params for graph component settings

* fix: qa

* feat: add reset timeframe button

* fix: legend colors moving between metric by determining color based on only downloads metric index

* feat: implement auto switching temporarily to group by day for renvenue metric and disable revenue metric for time range < 2 days

* fix: change to > 1 day

* fix: custom timeframe picker

* feat: implement big performance improvement for table

* feat: implement hover on legend to highlight graph

* fix: defer commit in query builder/filter and style fixes

* feat: more performance optimization to analytics dashboard state, chart, and table

* feat: add tooltip for other item

* feat: improve custom time frame range select

* feat: implement analytics events admin page

* fix: switch column order

* pnpm prepr

* feat: implement mock analytics events

* feat: improve analytics events admin page

* feat: focus title input on analytics create event modal

* fix: remove labels annoying

* feat: hook up analytics events backend

* fix: type error

* feat: reduce combobox padding

* feat: reduce padding on multiselect

* feat: add overlay scrollbar for combobox

* feat: a bunch of style fixes to combobox, multiselect and dropdown filter bar

* feat: MORE PADDING fixes

* feat: use user_agent for download source

* Revert "feat: use user_agent for download source"

This reverts commit d6dc8a99f1.

* fix: query filter project version lag and borked virtualization

* feat: rename breakdown "none" to "project"

* feat: implement right side checkmark for multiselect

* feat: keep crossed out legend items still shown in tooltip but also crossed out

* fix: focus styles

* fix: focus styles pt2

* feat: implement filter by top 8

* fix: preview is incorrect when selecting same date in range date picker

* feat (playtest): cross out legend items in tooltip and allow hide/show in tooltip

* feat (playtest): table component controls what graph shows

* feat: change download source to use user_agent

* feat: fix click to cross out in legend

* feat: add hover legend item to highlight line in tooltip

* fix: export csv to always be dropdown

* feat: implement breakdown = none

* performance: frontend memory reduction

* performance: reduce memory usage from project versions query by keeping only whats necessary

* fix: table checked items not in graph if 0

* feat: add shift click to select a range in table

* performance: add caching for metric types so switching between them is snappy

* performance: batch analytics requests by 15 project ids, with 150 ms delay between, so backend is happy

* feat: add analytics table search

* refactor: pnpm prepr

* fix: query filter options not coming in from analytics fetch

* feat: remove breakdown = none when there are multiple projects

* feat: improve table sorting

* feat: sort projects in project dropdown

* fix: getting project name for project versions

* fix: add loading state for filter and parallel fetch

* performance: use precomputed map for project version options to remove first hover lag

* feat: dropdown filter always open on one side and improve styles

* fix: custom time range picker being weird

* refactor: pnpm prepr

* fix: add back in batch with 300ms interval for projects to prevent backend rate limiting

* performance: only do queries to populate graph first before other analytics queries

* fix: QA polish issues around style and copy

* feat: dont show select all when its just one item in section

* fix: bugs with ratio mode and hiding chart lines

* fix: adjust padding in combobox and multiselect and fix not unfocusing when deselect

* fix: small styles

* fix: polish admin analytic events

* fix: keep scroll position with selection action row appearing when selecting one

* feat: add subheading in graph for showing N items from table

* feat: add unmonetized explaination tooltip

* performance: implement limit on how many lines can be shown in graph

* feat: mobile pass

* refactor: pnpm prepr

* add clear button

* feat: add time in analytics event and normalize date/time so its correct to timezones

* fix: padding

* feat: implement show prev period toggle

* feat: extract TimeFramePicker to packages/ui

* fix: adjust style

* feat: keep table selected persisted in query parameter

* fix: style on prev item value in legend

* fix: when breakdown switches, reset selected series

* fix: tooltip styles

* feat: change project selection to reset to show top 8 only if reconciled down to 0 items

* feat: implement show top 8 button in graph subheading

* fix: rename download type to download reason

* fix: formatting label for table

* feat: persist table sort by and sort direction

* fix: show top 8 button in graph not defaulting to top 8 for other metrics

* feat: implement prev period analytics fetch into the same current period fetch by shifting start date

* refactor: pnpm prepr

* fix: remove number if its just top 1

* fix: brief select items empty state when switch breakdown

* feat: implement format table playtime column

* feat: update export csv filename

* feat: change playtime column to display in hours

* refactor: pnpm prepr

* fix: still download type in filter

* feat: update analytics tooltip

* fix: wrong all projects icon

* feat: force legend order and graph colour for monetization

* refactor: pnpm prepr

* fix: multiselect and combobox sizes

* fix: chart icon add hover delay

* feat: (to playtest) implement multiple breakdowns

* fix: couple UX things for multiple breakdown

* fix: cannot unpin on page click

* fix: multiple breakdown legend and tooltip labels

* feat: add right side checkmark for dropdown filtr bar

* feat: enabling prev period will cross out prev for current ones already crossed out

* feat-mobile: remove drag to select time frame in graph

* feat-mobile: dropdown filter to replace dropdown for submenus on small screen

* feat-mobile: time frame picker to use different start and end date pickers for mobile

* fix-mobile: fix multiselect scroll on mobile

* feat: consolidate is mobile ref into context

* fix-mobile: combobox and multiselect scroll bug when mobile search bar open, fix timeframe picker mobile pick date, and dropdown filter bar click outside to close

* fix-mobile: smaller metric card font

* fix: dropdown filter bar scroll while search

* feat: implement project side events

* feat: implement better mobile view design for query builder

* feat: handle events overflow

* small: add select none

* feat: remove clear project and breakdown

* fix: event icon hover color

* feat: default hide project events if there are multiple projects, and default show if only 1 project

* feat: implement analytics performance updates, including facets, and v3 user projects

* feat: grey out dimmed lined on legend item hover

* feat-mobile: style fixes

* add close on select prop

* feat: add close on select for time frame picker mobile

* feat: date picker default read only

* refactor: pnpm prepr

* feat: default to projects breakdown instead of no breakdown with multiple projects

* fix-mobile: improve graph touch interactions

* small: 2 sig figs on playtime

* feat: deduplicate version uploads that have same version number and are uploaded on same day

* fix: analytics events grouping causing overflow

* feat: improve performance on analytics events grouping

* fix: tooltip expanding page width briefly

* fix: prevent double tap to zoom on inputs

* feat: add click to show chart event for mobile

* fix: toggle not having touch manipulation

* fix: chart tooltip scroll in mobile

* fix: remove project breakdownoption as it is default breakdown when none are selected

* fix: dropdown filter bar briefly empty when switching pages in mobile

* feat: keep tooltip open after drag in mobile

* fix: using plural instead of single for project breakdown

* fix: date picker scrolling page after picking date in mobile by suppressing focus

* fix: callback to Organization instead of org id

* feat: improve chart tooltip date range label formatter to be much more consistent

* feat: tap to toggle event tooltip

* fix: add user select none on graph and fix zoom into download threshold input

* fix: frontend still filtering after backend already filters

* feat: fix emptys state height content shift

* fix: qa issues

* fix: a number of qa issues

- Hide project events based on visible project legend/table selection
- Filter project status events by end status and add explicit copy for approved, private, and unlisted
- Style Modrinth analytics events with blue icon, marker, guide, and range borders
- Add scroll fade shadows to analytics chart and event tooltips
- Show previous-period date range in the chart tooltip
- Make project breakdown conditional on multiple selected projects and allow no breakdown when none are selected
- Add breakdown selection actions and fix “Group by day” copy

* feat: implement graph controls dropdown

* fix date picker typing into time input

* fix: styles in events table

* small: style

* feat: implement using new backend facets route

* feat: implement user get all projects

* performance: deter non-critical fetches to after analytics is in

* fix: refreshing causes multiple projects to do breakdown=none

* performance: cache project version options to fix lag on open sub menu

* refactor: remove chart event height being controlled by parent

* feat: update controls dropdown to have fainter border

* fix: loading bar not fading away

* fix: cannot click in graph

* feat: dont conditionally show multiselect selection actions

* fix: z-index and padding issues

* fix: project events incorrectly toggling on for first page load

* feat: remove show more and show less in legend, always show all

* fix: playtime y axis labels

* feat: improve y axis formatting for playtime and others

* feat: use tabs for game version select, and remove prev period when change breakdown or project selection

* refactor: pnpm prepr

* feat: change hidden legend items to not contribute to ratio percentages

* feat: event icon consume scroll for tooltip panel

* feat: remove gap inside chart tooltip

* feat: add gap for date picker 2 calendar view

* feat: improve analytics events grouping logic for modrinth events to be close to target

* pnpm prepr

* fix: cant click in gap in toggle

* fix: bugs around selected series from table not persisting with timeframe or filter changes

* refactor: kabab case

* refactor: split up large analytics chart and table component files into smaller components and ts modules

* fix: legend is stale after resetting query

* refactor: split up giant analytics provider with utils

* i18n pass

* revert: format number composable change

* fix: playtime was choosing y axis ticks in seconds instead of hours

* refactor: rename folder that with components to match main component name

* refactor: same rename for analytics table for consistency

* refactor: name main components to index.vue and keep folder name as component name

* refactor: pnpm prepr

* refactor: rename types

* refactor: move query builder types into types file and move components into components/analytics-dashboard

* refactor: colocate query builder url with analytics-dashboard component

* refactor: pnpm prepr:frontend

* fix: download threshold not width fit

* fix: no option to see release/all game versions in selected filter dropdown

* fix: game version dropdown width

---------

Signed-off-by: Truman Gao <106889354+tdgao@users.noreply.github.com>
Co-authored-by: Calum H. (IMB11) <contact@cal.engineer>
This commit is contained in:
Truman Gao
2026-05-29 19:39:55 +00:00
committed by GitHub
co-authored by Calum H.
parent f49951084e
commit 11b2b6e6c0
100 changed files with 23707 additions and 2981 deletions
@@ -0,0 +1,395 @@
import { useVIntl } from '@modrinth/ui'
import { computed, type ComputedRef, ref, watch } from 'vue'
import { useTheme } from '~/composables/nuxt-accessors'
import { isDarkTheme } from '~/plugins/theme/index.ts'
import type {
AnalyticsDashboardContextValue,
AnalyticsDashboardProject,
AnalyticsDashboardStat,
} from '~/providers/analytics/analytics'
import {
analyticsChartMessages,
analyticsMessages,
formatAnalyticsGraphTitle,
type FormatMessage,
getAnalyticsBreakdownItemType,
} from '../analytics-messages'
import {
ANALYTICS_DASHBOARD_STATS,
DARK_LEGEND_PALETTE,
GRAPH_RENDER_DATASET_LIMIT,
LIGHT_LEGEND_PALETTE,
TOP_GRAPH_DATASET_LIMIT,
} from './analytics-chart-constants'
import {
buildChartDatasets,
buildTimeAxisLabels,
type ChartDataset,
getChartDatasetTotal,
getShortHourlyAxisTickLimit,
getSliceCount,
shouldCapitalizeBreakdownLabel,
} from './analytics-chart-utils'
export function useAnalyticsChartDatasets(
context: Pick<
AnalyticsDashboardContextValue,
| 'activeStat'
| 'activeGraphViewMode'
| 'isRatioMode'
| 'showPreviousPeriod'
| 'hasPreviousPeriodComparison'
| 'hasProjectContext'
| 'displayedFetchRequest'
| 'displayedTimeSlices'
| 'displayedPreviousTimeSlices'
| 'displayedSelectedGroupBy'
| 'displayedSelectedBreakdowns'
| 'hiddenGraphDatasetIds'
| 'hasExplicitGraphDatasetSelection'
| 'isGraphDatasetSelectionActive'
| 'selectedGraphDatasetIds'
| 'defaultGraphDatasetIds'
| 'topGraphDatasetIds'
| 'getVersionDisplayName'
| 'getVersionProjectName'
>,
selectedProjects: ComputedRef<AnalyticsDashboardProject[]>,
hasAvailableProjects: ComputedRef<boolean>,
) {
const theme = useTheme()
const { formatMessage } = useVIntl()
const showAllSelectedGraphDatasets = ref(false)
const chartRangeBounds = computed(() => {
const nextFetchRequest = context.displayedFetchRequest.value
if (!nextFetchRequest) return null
return {
start: new Date(nextFetchRequest.time_range.start),
end: new Date(nextFetchRequest.time_range.end),
}
})
const showProjectVersionNames = computed(
() =>
context.displayedSelectedBreakdowns.value.includes('version_id') &&
selectedProjects.value.length > 1,
)
const tableProjectCount = computed(() => context.selectedGraphDatasetIds.value.length)
const isTableGraphSelectionEmpty = computed(
() =>
context.isGraphDatasetSelectionActive.value &&
context.hasExplicitGraphDatasetSelection.value &&
tableProjectCount.value === 0,
)
const showEmptyChartState = computed(
() => selectedProjects.value.length === 0 || isTableGraphSelectionEmpty.value,
)
const emptyChartMessage = computed(() => {
if (isTableGraphSelectionEmpty.value) {
return formatMessage(analyticsChartMessages.selectTableItemsEmpty)
}
if (context.hasProjectContext.value) {
return formatMessage(analyticsMessages.noDataAvailableForAnalytics)
}
return hasAvailableProjects.value
? formatMessage(analyticsMessages.selectAtLeastOneProject)
: formatMessage(analyticsMessages.noProjectsAvailableForAnalytics)
})
const legendPalette = computed(() =>
isDarkTheme(theme.active) ? DARK_LEGEND_PALETTE : LIGHT_LEGEND_PALETTE,
)
const graphTitle = computed(() =>
formatAnalyticsGraphTitle(context.activeStat.value, formatMessage),
)
const showTableSelectionSubheading = computed(
() => context.isGraphDatasetSelectionActive.value && tableProjectCount.value > 0,
)
const tableBreakdownItemType = computed(() =>
getAnalyticsBreakdownItemType(context.displayedSelectedBreakdowns.value),
)
const shouldCapitalizeDatasetLabels = computed(() =>
shouldCapitalizeBreakdownLabel(context.displayedSelectedBreakdowns.value),
)
const chartType = computed<'line' | 'bar'>(() =>
context.activeGraphViewMode.value === 'bar' ? 'bar' : 'line',
)
const canShowPreviousPeriodToggle = computed(
() => context.activeGraphViewMode.value === 'line' && context.hasPreviousPeriodComparison.value,
)
const shouldShowPreviousPeriod = computed(
() => canShowPreviousPeriodToggle.value && context.showPreviousPeriod.value,
)
const isArea = computed(() => context.activeGraphViewMode.value === 'area')
const isStacked = computed(
() =>
context.isRatioMode.value ||
context.activeGraphViewMode.value === 'area' ||
context.activeGraphViewMode.value === 'bar',
)
const sliceCount = computed(() => {
const nextFetchRequest = context.displayedFetchRequest.value
const fallback = context.displayedTimeSlices.value.length
if (!nextFetchRequest) return Math.max(1, fallback)
return getSliceCount(nextFetchRequest.time_range, fallback)
})
const chartLabels = computed(() => {
const nextFetchRequest = context.displayedFetchRequest.value
if (!nextFetchRequest) return []
return buildTimeAxisLabels(
nextFetchRequest.time_range,
sliceCount.value,
context.displayedSelectedGroupBy.value,
)
})
const xAxisTickLimit = computed(() => {
const nextFetchRequest = context.displayedFetchRequest.value
return nextFetchRequest
? getShortHourlyAxisTickLimit(
nextFetchRequest.time_range,
context.displayedSelectedGroupBy.value,
)
: undefined
})
const chartDatasetsByStat = computed<Record<AnalyticsDashboardStat, ChartDataset[]>>(() =>
buildDatasetsByStat(
context.displayedTimeSlices.value,
selectedProjects.value,
legendPalette.value,
context.displayedSelectedBreakdowns.value,
context.getVersionDisplayName,
showProjectVersionNames.value ? context.getVersionProjectName : undefined,
formatMessage,
sliceCount.value,
),
)
const previousChartDatasetsByStat = computed<Record<AnalyticsDashboardStat, ChartDataset[]>>(() =>
buildDatasetsByStat(
context.displayedPreviousTimeSlices.value,
selectedProjects.value,
legendPalette.value,
context.displayedSelectedBreakdowns.value,
context.getVersionDisplayName,
showProjectVersionNames.value ? context.getVersionProjectName : undefined,
formatMessage,
sliceCount.value,
),
)
const allChartDatasets = computed(() => chartDatasetsByStat.value[context.activeStat.value])
const previousChartDatasets = computed(
() => previousChartDatasetsByStat.value[context.activeStat.value],
)
const sortedChartDatasetIds = computed(() => sortDatasetsByTotal(allChartDatasets.value))
const chartTopGraphDatasetIds = computed(() =>
sortedChartDatasetIds.value.slice(0, TOP_GRAPH_DATASET_LIMIT),
)
const fallbackDefaultGraphDatasetIds = computed(() =>
context.defaultGraphDatasetIds.value.length > 0
? context.defaultGraphDatasetIds.value
: chartTopGraphDatasetIds.value,
)
const isShowingAllTableItems = computed(() => {
if (context.selectedGraphDatasetIds.value.length !== sortedChartDatasetIds.value.length) {
return false
}
const selectedDatasetIds = new Set(context.selectedGraphDatasetIds.value)
return sortedChartDatasetIds.value.every((datasetId) => selectedDatasetIds.has(datasetId))
})
const isShowingTopGraphDatasets = computed(() => {
if (
context.selectedGraphDatasetIds.value.length !== fallbackDefaultGraphDatasetIds.value.length
) {
return false
}
const selectedDatasetIds = new Set(context.selectedGraphDatasetIds.value)
return fallbackDefaultGraphDatasetIds.value.every((datasetId) =>
selectedDatasetIds.has(datasetId),
)
})
const isShowingTopTableItems = computed(() => {
const topDatasetIds = new Set(
context.topGraphDatasetIds.value.slice(0, context.selectedGraphDatasetIds.value.length),
)
return context.selectedGraphDatasetIds.value.every((datasetId) => topDatasetIds.has(datasetId))
})
const isGraphRenderDatasetOverLimit = computed(
() =>
context.isGraphDatasetSelectionActive.value &&
selectedChartDatasets.value.length > GRAPH_RENDER_DATASET_LIMIT,
)
const isGraphRenderDatasetLimitActive = computed(
() => isGraphRenderDatasetOverLimit.value && !showAllSelectedGraphDatasets.value,
)
const tableSelectionSubheading = computed(() => {
if (isGraphRenderDatasetLimitActive.value) {
return formatMessage(analyticsChartMessages.tableSelectionLimited, {
limit: GRAPH_RENDER_DATASET_LIMIT,
itemType: tableBreakdownItemType.value,
})
}
if (isShowingAllTableItems.value) {
return formatMessage(analyticsChartMessages.tableSelectionAll, {
count: tableProjectCount.value,
itemType: tableBreakdownItemType.value,
})
}
if (isShowingTopTableItems.value) {
return formatMessage(analyticsChartMessages.tableSelectionTop, {
count: tableProjectCount.value,
itemType: tableBreakdownItemType.value,
})
}
return formatMessage(analyticsChartMessages.tableSelectionCount, {
count: tableProjectCount.value,
itemType: tableBreakdownItemType.value,
})
})
const shouldUseDefaultGraphDatasetSelection = computed(
() =>
context.isGraphDatasetSelectionActive.value &&
!context.hasExplicitGraphDatasetSelection.value &&
context.selectedGraphDatasetIds.value.length === 0,
)
const selectedGraphDatasetIdSet = computed(() => {
if (shouldUseDefaultGraphDatasetSelection.value) {
return new Set(fallbackDefaultGraphDatasetIds.value)
}
return new Set(context.selectedGraphDatasetIds.value)
})
const selectedChartDatasets = computed(() => {
if (!context.isGraphDatasetSelectionActive.value) {
return allChartDatasets.value
}
return allChartDatasets.value.filter((dataset) =>
selectedGraphDatasetIdSet.value.has(dataset.projectId),
)
})
const sortedSelectedChartDatasetIds = computed(() =>
sortDatasetsByTotal(selectedChartDatasets.value),
)
const showGraphRenderLimitButton = computed(() => isGraphRenderDatasetOverLimit.value)
const graphRenderLimitButtonLabel = computed(() =>
showAllSelectedGraphDatasets.value
? formatMessage(analyticsChartMessages.showLimited)
: formatMessage(analyticsChartMessages.showAll),
)
const showTopGraphDatasetsButton = computed(
() =>
context.isGraphDatasetSelectionActive.value &&
context.topGraphDatasetIds.value.length > 0 &&
!isShowingTopGraphDatasets.value,
)
const limitedGraphDatasetIds = computed(
() => new Set(sortedSelectedChartDatasetIds.value.slice(0, GRAPH_RENDER_DATASET_LIMIT)),
)
const selectableChartDatasets = computed(() => {
if (!isGraphRenderDatasetLimitActive.value) {
return selectedChartDatasets.value
}
return selectedChartDatasets.value.filter((dataset) =>
limitedGraphDatasetIds.value.has(dataset.projectId),
)
})
function showTopGraphDatasets() {
context.selectedGraphDatasetIds.value = []
context.hasExplicitGraphDatasetSelection.value = false
showAllSelectedGraphDatasets.value = false
}
watch([() => context.selectedGraphDatasetIds.value.join('\u0000'), allChartDatasets], () => {
showAllSelectedGraphDatasets.value = false
})
return {
showAllSelectedGraphDatasets,
chartRangeBounds,
showProjectVersionNames,
tableProjectCount,
isTableGraphSelectionEmpty,
showEmptyChartState,
emptyChartMessage,
legendPalette,
graphTitle,
showTableSelectionSubheading,
shouldCapitalizeDatasetLabels,
chartType,
canShowPreviousPeriodToggle,
shouldShowPreviousPeriod,
isArea,
isStacked,
sliceCount,
chartLabels,
xAxisTickLimit,
chartDatasetsByStat,
previousChartDatasetsByStat,
allChartDatasets,
previousChartDatasets,
sortedChartDatasetIds,
chartTopGraphDatasetIds,
fallbackDefaultGraphDatasetIds,
isShowingAllTableItems,
isShowingTopGraphDatasets,
isShowingTopTableItems,
tableSelectionSubheading,
shouldUseDefaultGraphDatasetSelection,
selectedGraphDatasetIdSet,
selectedChartDatasets,
sortedSelectedChartDatasetIds,
isGraphRenderDatasetOverLimit,
showGraphRenderLimitButton,
graphRenderLimitButtonLabel,
showTopGraphDatasetsButton,
isGraphRenderDatasetLimitActive,
limitedGraphDatasetIds,
selectableChartDatasets,
showTopGraphDatasets,
}
}
function buildDatasetsByStat(
timeSlices: Parameters<typeof buildChartDatasets>[0],
selectedProjects: AnalyticsDashboardProject[],
palette: string[],
selectedBreakdowns: Parameters<typeof buildChartDatasets>[4],
getVersionDisplayName: Parameters<typeof buildChartDatasets>[5],
getVersionProjectName: Parameters<typeof buildChartDatasets>[6],
formatMessage: FormatMessage,
sliceCount: number,
) {
const datasetsByStat = {} as Record<AnalyticsDashboardStat, ChartDataset[]>
for (const stat of ANALYTICS_DASHBOARD_STATS) {
datasetsByStat[stat] = buildChartDatasets(
timeSlices,
selectedProjects,
stat,
palette,
selectedBreakdowns,
getVersionDisplayName,
getVersionProjectName,
formatMessage,
sliceCount,
)
}
return datasetsByStat
}
function sortDatasetsByTotal(datasets: ChartDataset[]) {
return [...datasets]
.sort((a, b) => {
const totalDifference = getChartDatasetTotal(b) - getChartDatasetTotal(a)
return (
totalDifference || a.label.localeCompare(b.label) || a.projectId.localeCompare(b.projectId)
)
})
.map((dataset) => dataset.projectId)
}