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 basic_stats AS (
+    SELECT
+        s.*,
+        map.team_abbr AS team_conformed
+    FROM {{ ref('stg_team_game_basic_stats') }} AS s
+    LEFT JOIN {{ ref('team_maps') }} AS map
+        ON s.team = map.team_abbr
+    LEFT JOIN {{ ref('stg_games') }} AS g
+        ON s.game_id = g.game_id
+    WHERE (g.season_start_year >= map.start_year AND g.season_start_year < map.end_year)
+),
+
+adv_stats AS (
+    SELECT
+        s.*,
+        map.team_abbr AS team_conformed
+    FROM {{ ref('stg_team_game_adv_stats') }} AS s
+    LEFT JOIN {{ ref('team_maps') }} AS map
+        ON s.team = map.team_abbr
+    LEFT JOIN {{ ref('stg_games') }} AS g
+        ON s.game_id = g.game_id
+    WHERE (g.season_start_year >= map.start_year AND g.season_start_year < map.end_year)
+),
+
+games AS (
+    SELECT
+        g.game_id,
+        g.game_date,
+        g.season_start_year,
+        g.is_playoff,
+        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') }} 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)
+),
+
+final AS (
+    SELECT
+        b.game_id,
+        b.team_conformed AS team,
+        g.game_date,
+        g.season_start_year,
+        g.is_playoff,
+        CASE WHEN b.team_conformed = g.winning_team_abbr THEN 'W' ELSE 'L' END AS game_result,
+        CASE
+            WHEN b.team_conformed = g.home_team_abbr THEN g.visitor_team_abbr
+            ELSE g.home_team_abbr
+        END AS opponent_team,
+        b.points,
+        a.offensive_rating,
+        a.defensive_rating,
+        a.net_rating,
+        b.pace,
+        b.effective_fg_pct,
+        b.turnover_rate,
+        b.offensive_rebound_rate,
+        b.free_throw_rate,
+        a.offensive_tier,
+        a.defensive_tier,
+        a.shot_selection_style,
+        a.ball_movement_style,
+        a.ball_security_tier,
+        a.defensive_activity
+    FROM basic_stats AS b
+    LEFT JOIN adv_stats AS a
+        ON b.game_id = a.game_id AND b.team_conformed = a.team_conformed
+    LEFT JOIN games AS g
+        ON b.game_id = g.game_id
+)
+
+SELECT * FROM final