complete app

2026-09-17 17:39:22 -05:00
parent 4d633a39be
commit 3d5de1dc3e
84 changed files with 24229 additions and 0 deletions
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+{{
+    config(
+        materialized='table',
+        schema='intermediate',
+        tags=["intermediate"]
+    )
+}}
+
+WITH games AS (
+    SELECT
+        g.*,
+        home_map.team_abbr AS home_team_abbr,
+        visitor_map.team_abbr AS visitor_team_abbr,
+        winning_map.team_abbr AS winning_team_abbr
+    FROM {{ ref('stg_games') }} AS g
+    LEFT JOIN {{ ref('team_maps') }} AS home_map ON g.home_team = home_map.full_name
+    LEFT JOIN {{ ref('team_maps') }} AS visitor_map ON g.visitor_team = visitor_map.full_name
+    LEFT JOIN {{ ref('team_maps') }} AS winning_map ON g.winning_team = winning_map.full_name
+    WHERE (g.season_start_year >= home_map.start_year AND g.season_start_year < home_map.end_year)
+    AND (g.season_start_year >= visitor_map.start_year AND g.season_start_year < visitor_map.end_year)
+    AND (g.season_start_year >= winning_map.start_year AND g.season_start_year < winning_map.end_year)
+),
+
+arena_locations AS (
+    SELECT arena_name, arena_city
+    FROM (
+        SELECT
+            arena_name,
+            city AS arena_city,
+            ROW_NUMBER() OVER (PARTITION BY arena_name ORDER BY city) as rn
+        FROM {{ ref('arena_maps') }}
+    ) AS sub
+    WHERE rn = 1
+),
+
+team_performance AS (
+    SELECT * FROM {{ ref('int_team_performance') }}
+),
+
+final AS (
+    SELECT
+        g.game_id,
+        g.game_date,
+        g.season_start_year,
+        g.is_playoff,
+        g.arena,
+        al.arena_city,
+        g.home_team_abbr AS home_team,
+        g.visitor_team_abbr AS visitor_team,
+        g.winning_team_abbr AS winning_team,
+        g.home_points,
+        g.visitor_points,
+        g.point_differential,
+        g.total_points,
+        g.is_overtime,
+        home_stats.offensive_rating AS home_offensive_rating,
+        home_stats.defensive_rating AS home_defensive_rating,
+        home_stats.net_rating AS home_net_rating,
+        home_stats.pace AS home_pace,
+        home_stats.effective_fg_pct AS home_effective_fg_pct,
+        home_stats.turnover_rate AS home_turnover_rate,
+        home_stats.offensive_tier AS home_offensive_tier,
+        home_stats.defensive_tier AS home_defensive_tier,
+        visitor_stats.offensive_rating AS visitor_offensive_rating,
+        visitor_stats.defensive_rating AS visitor_defensive_rating,
+        visitor_stats.net_rating AS visitor_net_rating,
+        visitor_stats.pace AS visitor_pace,
+        visitor_stats.effective_fg_pct AS visitor_effective_fg_pct,
+        visitor_stats.turnover_rate AS visitor_turnover_rate,
+        visitor_stats.offensive_tier AS visitor_offensive_tier,
+        visitor_stats.defensive_tier AS visitor_defensive_tier,
+        (home_stats.pace + visitor_stats.pace) / 2 AS matchup_pace
+    FROM games g
+    LEFT JOIN arena_locations al ON g.arena = al.arena_name
+    LEFT JOIN team_performance AS home_stats
+        ON g.game_id = home_stats.game_id AND g.home_team_abbr = home_stats.team
+    LEFT JOIN team_performance AS visitor_stats
+        ON g.game_id = visitor_stats.game_id AND g.visitor_team_abbr = visitor_stats.team
+)
+
+SELECT * FROM final