fix(admin): correct docker volume mount + pipeline_routes repo root

- docker-compose.prod.yml: fix volume mount for all 6 web containers
  from /opt/padelnomics/data (stale) → /data/padelnomics (live supervisor output);
  add LANDING_DIR=/app/data/pipeline/landing so extraction/landing stats work
- pipeline_routes.py: fix _REPO_ROOT parents[5] → parents[4] so workflows.toml
  is found in dev and pipeline overview shows workflow schedules

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

CHANGELOG.md

@@ -17,6 +17,8 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/).
   - 15 new tests in `web/tests/test_affiliate.py` (41 total)
 
 ### Fixed
+- **Data Platform admin view showing stale/zero row counts** — Docker web containers were mounting `/opt/padelnomics/data` (stale copy) instead of `/data/padelnomics` (live supervisor output). Fixed volume mount in all 6 containers (blue/green × app/worker/scheduler) and added `LANDING_DIR=/app/data/pipeline/landing` so extraction stats and landing zone file stats are visible to the web app.
+- **`workflows.toml` never found in dev** — `_REPO_ROOT` in `pipeline_routes.py` used `parents[5]` (one level too far up) instead of `parents[4]`. Workflow schedules now display correctly on the pipeline overview tab in dev.
 - **Article preview frontmatter bug** — `_rebuild_article()` in `admin/routes.py` now strips YAML frontmatter before passing markdown to `mistune.html()`, preventing raw `title:`, `slug:` etc. from appearing as visible text in article previews.
 
 ### Added

docker-compose.prod.yml

@@ -60,9 +60,10 @@ services:
     environment:
       - DATABASE_PATH=/app/data/app.db
       - SERVING_DUCKDB_PATH=/app/data/pipeline/analytics.duckdb
+      - LANDING_DIR=/app/data/pipeline/landing
     volumes:
       - app-data:/app/data
-      - /opt/padelnomics/data:/app/data/pipeline:ro
+      - /data/padelnomics:/app/data/pipeline:ro
     networks:
       - net
     healthcheck:
@@ -82,9 +83,10 @@ services:
     environment:
       - DATABASE_PATH=/app/data/app.db
       - SERVING_DUCKDB_PATH=/app/data/pipeline/analytics.duckdb
+      - LANDING_DIR=/app/data/pipeline/landing
     volumes:
       - app-data:/app/data
-      - /opt/padelnomics/data:/app/data/pipeline:ro
+      - /data/padelnomics:/app/data/pipeline:ro
     networks:
       - net
 
@@ -98,9 +100,10 @@ services:
     environment:
       - DATABASE_PATH=/app/data/app.db
       - SERVING_DUCKDB_PATH=/app/data/pipeline/analytics.duckdb
+      - LANDING_DIR=/app/data/pipeline/landing
     volumes:
       - app-data:/app/data
-      - /opt/padelnomics/data:/app/data/pipeline:ro
+      - /data/padelnomics:/app/data/pipeline:ro
     networks:
       - net
 
@@ -115,9 +118,10 @@ services:
     environment:
       - DATABASE_PATH=/app/data/app.db
       - SERVING_DUCKDB_PATH=/app/data/pipeline/analytics.duckdb
+      - LANDING_DIR=/app/data/pipeline/landing
     volumes:
       - app-data:/app/data
-      - /opt/padelnomics/data:/app/data/pipeline:ro
+      - /data/padelnomics:/app/data/pipeline:ro
     networks:
       - net
     healthcheck:
@@ -137,9 +141,10 @@ services:
     environment:
       - DATABASE_PATH=/app/data/app.db
       - SERVING_DUCKDB_PATH=/app/data/pipeline/analytics.duckdb
+      - LANDING_DIR=/app/data/pipeline/landing
     volumes:
       - app-data:/app/data
-      - /opt/padelnomics/data:/app/data/pipeline:ro
+      - /data/padelnomics:/app/data/pipeline:ro
     networks:
       - net
 
@@ -153,9 +158,10 @@ services:
     environment:
       - DATABASE_PATH=/app/data/app.db
       - SERVING_DUCKDB_PATH=/app/data/pipeline/analytics.duckdb
+      - LANDING_DIR=/app/data/pipeline/landing
     volumes:
       - app-data:/app/data
-      - /opt/padelnomics/data:/app/data/pipeline:ro
+      - /data/padelnomics:/app/data/pipeline:ro
     networks:
       - net
 

transform/sqlmesh_padelnomics/models/foundation/dim_locations.sql

@@ -19,8 +19,10 @@
 --   4. Country-level income       (global fallback from stg_income / ilc_di03)
 --
 -- Distance calculations use ST_Distance_Sphere (DuckDB spatial extension).
--- A bounding-box pre-filter (~0.5°, ≈55km) reduces the cross-join before the
+-- Spatial joins use BETWEEN predicates (not ABS()) to enable DuckDB's IEJoin
--- exact sphere distance is computed.
+-- (interval join) optimization: O((N+M) log M) vs O(N×M) nested-loop.
+-- Country pre-filters restrict the left side to ~20K rows for padel/tennis CTEs
+-- (~8 countries each), down from ~140K global locations.
 
 MODEL (
   name foundation.dim_locations,
@@ -147,6 +149,8 @@ padel_courts AS (
   WHERE lat IS NOT NULL AND lon IS NOT NULL
 ),
 -- Nearest padel court distance per location (bbox pre-filter → exact sphere distance)
+-- BETWEEN enables DuckDB IEJoin (O((N+M) log M)) vs ABS() nested-loop (O(N×M)).
+-- Country pre-filter reduces left side from ~140K to ~20K rows (padel is ~8 countries).
 nearest_padel AS (
   SELECT
     l.geoname_id,
@@ -158,9 +162,12 @@ nearest_padel AS (
     ) AS nearest_padel_court_km
   FROM locations l
   JOIN padel_courts p
-    -- ~55km bounding box pre-filter to limit cross-join before sphere calc
+    -- ~55km bounding box pre-filter; BETWEEN triggers IEJoin optimization
-    ON ABS(l.lat - p.lat) < 0.5
+    ON l.lat BETWEEN p.lat - 0.5 AND p.lat + 0.5
-    AND ABS(l.lon - p.lon) < 0.5
+    AND l.lon BETWEEN p.lon - 0.5 AND p.lon + 0.5
+  WHERE l.country_code IN (
+    SELECT DISTINCT country_code FROM padel_courts WHERE country_code IS NOT NULL
+  )
   GROUP BY l.geoname_id
 ),
 -- Padel venues within 5km of each location (counts as "local padel supply")
@@ -170,24 +177,35 @@ padel_local AS (
     COUNT(*) AS padel_venue_count
   FROM locations l
   JOIN padel_courts p
-    ON ABS(l.lat - p.lat) < 0.05    -- ~5km bbox pre-filter
+    -- ~5km bbox pre-filter; BETWEEN triggers IEJoin optimization
-    AND ABS(l.lon - p.lon) < 0.05
+    ON l.lat BETWEEN p.lat - 0.05 AND p.lat + 0.05
-  WHERE ST_Distance_Sphere(
+    AND l.lon BETWEEN p.lon - 0.05 AND p.lon + 0.05
+  WHERE l.country_code IN (
+    SELECT DISTINCT country_code FROM padel_courts WHERE country_code IS NOT NULL
+  )
+    AND ST_Distance_Sphere(
       ST_Point(l.lon, l.lat),
       ST_Point(p.lon, p.lat)
     ) / 1000.0 <= 5.0
   GROUP BY l.geoname_id
 ),
 -- Tennis courts within 25km of each location (sports culture proxy)
+-- Country pre-filter reduces left side from ~140K to ~20K rows (tennis courts are European only).
 tennis_nearby AS (
   SELECT
     l.geoname_id,
     COUNT(*) AS tennis_courts_within_25km
   FROM locations l
   JOIN staging.stg_tennis_courts t
-    ON ABS(l.lat - t.lat) < 0.23   -- ~25km bbox pre-filter
+    -- ~25km bbox pre-filter; BETWEEN triggers IEJoin optimization
-    AND ABS(l.lon - t.lon) < 0.23
+    ON l.lat BETWEEN t.lat - 0.23 AND t.lat + 0.23
-  WHERE ST_Distance_Sphere(
+    AND l.lon BETWEEN t.lon - 0.23 AND t.lon + 0.23
+  WHERE l.country_code IN (
+    SELECT DISTINCT country_code
+    FROM staging.stg_tennis_courts
+    WHERE country_code IS NOT NULL
+  )
+    AND ST_Distance_Sphere(
       ST_Point(l.lon, l.lat),
       ST_Point(t.lon, t.lat)
     ) / 1000.0 <= 25.0

web/src/padelnomics/admin/pipeline_routes.py

@@ -49,7 +49,7 @@ _LANDING_DIR = os.environ.get("LANDING_DIR", "data/landing")
 _SERVING_DUCKDB_PATH = os.environ.get("SERVING_DUCKDB_PATH", "data/analytics.duckdb")
 
 # Repo root: web/src/padelnomics/admin/ → up 4 levels
-_REPO_ROOT = Path(__file__).resolve().parents[5]
+_REPO_ROOT = Path(__file__).resolve().parents[4]
 _WORKFLOWS_TOML = _REPO_ROOT / "infra" / "supervisor" / "workflows.toml"
 
 # A "running" row older than this is considered stale/crashed.

web/src/padelnomics/admin/routes.py

@@ -3037,6 +3037,7 @@ async def outreach():
         current_search=search,
         current_follow_up=follow_up,
         page=page,
+        outreach_email=EMAIL_ADDRESSES["outreach"],
     )
 
 

web/src/padelnomics/admin/templates/admin/base_admin.html

@@ -40,8 +40,10 @@
   .admin-subnav {
     display: flex; align-items: stretch; padding: 0 2rem;
     background: #fff; border-bottom: 1px solid #E2E8F0;
-    flex-shrink: 0; overflow-x: auto; gap: 0;
+    flex-shrink: 0; overflow-x: auto; overflow-y: hidden; gap: 0;
+    scrollbar-width: none;
   }
+  .admin-subnav::-webkit-scrollbar { display: none; }
   .admin-subnav a {
     display: flex; align-items: center; gap: 5px;
     padding: 0 1px; margin: 0 13px 0 0; height: 42px;

web/src/padelnomics/admin/templates/admin/index.html

@@ -3,6 +3,19 @@
 
 {% block title %}Admin Dashboard - {{ config.APP_NAME }}{% endblock %}
 
+{% block admin_head %}
+<style>
+  .funnel-grid {
+    display: grid;
+    grid-template-columns: repeat(2, 1fr);
+    gap: 0.75rem;
+  }
+  @media (min-width: 768px) {
+    .funnel-grid { grid-template-columns: repeat(5, 1fr); }
+  }
+</style>
+{% endblock %}
+
 {% block admin_content %}
   <header class="flex justify-between items-center mb-8">
     <div>
@@ -47,7 +60,7 @@
 
   <!-- Lead Funnel -->
   <p class="text-xs font-semibold text-slate uppercase tracking-wider mb-2">Lead Funnel</p>
-  <div style="display:grid;grid-template-columns:repeat(5,1fr);gap:0.75rem" class="mb-8">
+  <div class="funnel-grid mb-8">
     <div class="card text-center border-l-4 border-l-electric" style="padding:0.75rem">
       <p class="text-xs text-slate">Planner Users</p>
       <p class="text-xl font-bold text-navy">{{ stats.planner_users }}</p>
@@ -72,7 +85,7 @@
 
   <!-- Supplier Stats -->
   <p class="text-xs font-semibold text-slate uppercase tracking-wider mb-2">Supplier Funnel</p>
-  <div style="display:grid;grid-template-columns:repeat(5,1fr);gap:0.75rem" class="mb-8">
+  <div class="funnel-grid mb-8">
     <div class="card text-center border-l-4 border-l-accent" style="padding:0.75rem">
       <p class="text-xs text-slate">Claimed Suppliers</p>
       <p class="text-xl font-bold text-navy">{{ stats.suppliers_claimed }}</p>

web/src/padelnomics/admin/templates/admin/outreach.html

@@ -2,13 +2,30 @@
 {% set admin_page = "outreach" %}
 {% block title %}Outreach Pipeline - Admin - {{ config.APP_NAME }}{% endblock %}
 
+{% block admin_head %}
+<style>
+  .pipeline-status-grid {
+    display: grid;
+    grid-template-columns: repeat(2, 1fr);
+    gap: 0.75rem;
+    margin-bottom: 1.5rem;
+  }
+  @media (min-width: 640px) {
+    .pipeline-status-grid { grid-template-columns: repeat(3, 1fr); }
+  }
+  @media (min-width: 1024px) {
+    .pipeline-status-grid { grid-template-columns: repeat(6, 1fr); }
+  }
+</style>
+{% endblock %}
+
 {% block admin_content %}
   <header class="flex justify-between items-center mb-6">
     <div>
       <h1 class="text-2xl">Outreach</h1>
       <p class="text-sm text-slate mt-1">
         {{ pipeline.total }} supplier{{ 's' if pipeline.total != 1 else '' }} in pipeline
-        &middot; Sending domain: <span class="mono text-xs">hello.padelnomics.io</span>
+        &middot; Sending from: <span class="mono text-xs">{{ outreach_email }}</span>
       </p>
     </div>
     <div class="flex gap-2">
@@ -18,7 +35,7 @@
   </header>
 
   <!-- Pipeline cards -->
-  <div style="display:grid;grid-template-columns:repeat(6,1fr);gap:0.75rem;margin-bottom:1.5rem">
+  <div class="pipeline-status-grid">
     {% set status_colors = {
       'prospect':       '#E2E8F0',
       'contacted':      '#DBEAFE',

web/src/padelnomics/admin/templates/admin/partials/email_results.html

@@ -1,5 +1,6 @@
 {% if emails %}
 <div class="card">
+  <div style="overflow-x:auto">
   <table class="table">
     <thead>
       <tr>
@@ -39,6 +40,7 @@
     </tbody>
   </table>
   </div>
+</div>
 {% else %}
 <div class="card text-center" style="padding:2rem">
   <p class="text-slate">No emails match the current filters.</p>

web/src/padelnomics/admin/templates/admin/partials/lead_results.html

@@ -25,6 +25,7 @@
 
 {% if leads %}
 <div class="card">
+  <div style="overflow-x:auto">
   <table class="table">
     <thead>
       <tr>
@@ -59,6 +60,7 @@
     </tbody>
   </table>
   </div>
+</div>
 
 <!-- Pagination -->
 {% if total > per_page %}

web/src/padelnomics/admin/templates/admin/partials/outreach_results.html

@@ -1,5 +1,6 @@
 {% if suppliers %}
 <div class="card">
+  <div style="overflow-x:auto">
   <table class="table">
     <thead>
       <tr>
@@ -20,6 +21,7 @@
     </tbody>
   </table>
   </div>
+</div>
 {% else %}
 <div class="card text-center" style="padding:2rem">
   <p class="text-slate">No suppliers match the current filters.</p>

web/src/padelnomics/admin/templates/admin/partials/supplier_results.html

@@ -1,5 +1,6 @@
 {% if suppliers %}
 <div class="card">
+  <div style="overflow-x:auto">
   <table class="table">
     <thead>
       <tr>
@@ -48,6 +49,7 @@
     </tbody>
   </table>
   </div>
+</div>
 {% else %}
 <div class="card text-center" style="padding:2rem">
   <p class="text-slate">No suppliers match the current filters.</p>

web/src/padelnomics/admin/templates/admin/pipeline.html

@@ -4,6 +4,15 @@
 
 {% block admin_head %}
 <style>
+  .pipeline-stat-grid {
+    display: grid;
+    grid-template-columns: repeat(2, 1fr);
+    gap: 0.75rem;
+  }
+  @media (min-width: 768px) {
+    .pipeline-stat-grid { grid-template-columns: repeat(4, 1fr); }
+  }
+
   .pipeline-tabs {
     display: flex; gap: 0; border-bottom: 2px solid #E2E8F0; margin-bottom: 1.5rem;
   }
@@ -46,7 +55,7 @@
   </header>
 
   <!-- Health stat cards -->
-  <div style="display:grid;grid-template-columns:repeat(4,1fr);gap:0.75rem" class="mb-6">
+  <div class="pipeline-stat-grid mb-6">
     <div class="card text-center" style="padding:0.875rem">
       <p class="text-xs text-slate">Total Runs</p>
       <p class="text-2xl font-bold text-navy metric">{{ summary.total | default(0) }}</p>

web/src/padelnomics/static/css/input.css

@@ -218,9 +218,7 @@
   .nav-bar[data-navopen="true"] .nav-mobile {
     display: flex;
   }
-  .nav-mobile a,
+  .nav-mobile a:not(.nav-auth-btn) {
-  .nav-mobile button.nav-auth-btn,
-  .nav-mobile a.nav-auth-btn {
     display: block;
     padding: 0.625rem 0;
     border-bottom: 1px solid #F1F5F9;
@@ -230,15 +228,18 @@
     text-decoration: none;
     transition: color 0.15s;
   }
-  .nav-mobile a:last-child { border-bottom: none; }
+  .nav-mobile a:not(.nav-auth-btn):last-child { border-bottom: none; }
-  .nav-mobile a:hover { color: #1D4ED8; }
+  .nav-mobile a:not(.nav-auth-btn):hover { color: #1D4ED8; }
+  /* nav-auth-btn in mobile menu: override block style, keep button colours */
   .nav-mobile a.nav-auth-btn,
   .nav-mobile button.nav-auth-btn {
     display: inline-flex;
     margin-top: 0.5rem;
+    padding: 6px 16px;
     border-bottom: none;
     width: auto;
     align-self: flex-start;
+    color: #fff;
   }
   .nav-mobile .nav-mobile-section {
     font-size: 0.6875rem;