Build the platform metrics dashboard
The dashboard leads with the numbers that are supposed to be zero, because a dashboard of healthy counts is one nobody opens: - Clubs with no season covering today. Seasons scope memberships, rosters and events, so such a club cannot take a signup or schedule a match -- and it fails silently, nothing errors, it is just inert. - Dormant clubs: nothing on the calendar for 30 days. Churn signal. - Admins pending MFA. RequireMFAMiddleware redirects them to enrolment, so they are locked out of their own club until they act: a support queue, not a stat. - Outstanding money across every club. Then the shape of the business: an onboarding funnel (clubs → with members → with a team → with events, which separates working clubs from shells), feature-flag adoption per club, and two charts -- signups and revenue per month. Charts use chart.js, self-hosted rather than pulled from a CDN, for the same reason as the fonts: no third-party in the render path. Two things the browser taught me: the canvas needs a height-bounded wrapper (with maintainAspectRatio off it sizes to its parent, and a parent with no height grew it to 3489px), and chart.js cannot read daisyUI's CSS variables, so the charts re-render on a data-theme change or keep the light palette in dark mode. The month series is zero-filled: a chart that skips empty months draws a smooth line straight over a month in which nothing happened. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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@@ -17,7 +17,7 @@ from .services.platform_admins import (
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revoke_platform_access,
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set_platform_access,
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)
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from .services.statistics import club_statistics, clubs_with_totals, platform_totals
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from .services.statistics import club_statistics, clubs_with_totals, flag_adoption, onboarding_funnel, platform_attention, platform_charts, platform_totals
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Flag = get_waffle_flag_model()
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Switch = get_waffle_switch_model()
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@@ -30,6 +30,10 @@ class DashboardView(PlatformStaffRequiredMixin, TemplateView):
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return super().get_context_data(
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nav="dashboard",
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totals=platform_totals(),
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attention=platform_attention(),
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funnel=onboarding_funnel(),
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flags=flag_adoption(),
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charts=platform_charts(),
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clubs=clubs_with_totals(Club.objects.active()),
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**kwargs,
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)
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