2db66efe77
Remove raw/ layer — staging models now read landing JSON directly. Rename all model schemas from padelnomics.* to staging.*/foundation.*/serving.*. Web app queries updated to serving.planner_defaults via SERVING_DUCKDB_PATH. Supervisor gets daily sleep interval between pipeline runs. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
73 lines
2.6 KiB
SQL
73 lines
2.6 KiB
SQL
-- Per-city planner defaults for the financial calculator.
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-- When a user selects a city in the planner, these values pre-fill the inputs.
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-- Consumed by: padelnomics.planner.routes — city_defaults(city_slug) lookup.
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--
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-- Values are derived from market data where available, otherwise fall back to
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-- country-level medians, then to global fallbacks from market research report.
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--
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-- Units are explicit in column names (EUR, %, h). All monetary values in EUR.
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MODEL (
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name serving.planner_defaults,
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kind FULL,
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cron '@daily',
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grain city_slug
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);
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WITH country_medians AS (
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-- Country-level fallback values from market research (hardcoded until we
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-- have richer pricing data from Playtomic or direct scraping).
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SELECT * FROM (VALUES
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-- (country_code, hourly_rate_peak_eur, monthly_rent_eur_sqm, capex_court_eur,
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-- avg_utilisation_pct, courts_typical)
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('DE', 22.0, 14.0, 42000.0, 0.55, 4),
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('ES', 16.0, 9.0, 32000.0, 0.62, 6),
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('GB', 24.0, 18.0, 48000.0, 0.52, 4),
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('FR', 18.0, 12.0, 36000.0, 0.58, 5),
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('IT', 15.0, 10.0, 30000.0, 0.60, 6),
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('PT', 12.0, 8.0, 28000.0, 0.65, 6),
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('AT', 20.0, 13.0, 40000.0, 0.54, 4),
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('CH', 28.0, 22.0, 55000.0, 0.50, 4),
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('NL', 20.0, 15.0, 40000.0, 0.56, 4),
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('BE', 18.0, 13.0, 36000.0, 0.57, 4),
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('SE', 22.0, 14.0, 42000.0, 0.50, 4),
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('US', 20.0, 12.0, 38000.0, 0.58, 6)
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) AS t(country_code, hourly_rate_peak_eur, monthly_rent_eur_sqm, capex_court_eur,
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avg_utilisation_pct, courts_typical)
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),
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city_venue_density AS (
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SELECT
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city_slug,
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country_code,
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padel_venue_count,
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population,
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venues_per_100k,
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market_score
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FROM serving.city_market_profile
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)
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SELECT
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cvd.city_slug,
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cvd.country_code,
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cvd.padel_venue_count,
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cvd.population,
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cvd.market_score,
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-- Hourly rate: adjust country median by market maturity
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-- (high-density markets → slightly lower rates from competition)
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ROUND(
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cm.hourly_rate_peak_eur
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* CASE
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WHEN cvd.venues_per_100k > 4 THEN 0.90 -- very competitive
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WHEN cvd.venues_per_100k > 2 THEN 0.95 -- competitive
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WHEN cvd.venues_per_100k < 0.5 THEN 1.10 -- underserved premium
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ELSE 1.0
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END
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, 2) AS hourly_rate_peak_eur,
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ROUND(cm.hourly_rate_peak_eur * 0.75, 2) AS hourly_rate_offpeak_eur,
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cm.monthly_rent_eur_sqm,
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cm.capex_court_eur,
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cm.avg_utilisation_pct,
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cm.courts_typical,
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CURRENT_DATE AS refreshed_date
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FROM city_venue_density cvd
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LEFT JOIN country_medians cm ON cvd.country_code = cm.country_code
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