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_player_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 did_play = TRUE
+    AND (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_player_game_adv_stats_extended') }} 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,
+        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 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 >= winning_map.start_year AND g.season_start_year < winning_map.end_year)
+),
+
+final AS (
+    SELECT
+        b.game_id,
+        b.player_id,
+        b.player_name,
+        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 'HOME' ELSE 'AWAY' END AS team_location,
+        b.minutes_played,
+        b.points,
+        b.assists,
+        b.total_rebounds,
+        b.steals,
+        b.blocks,
+        b.turnovers,
+        b.plus_minus,
+        a.net_rating,
+        a.box_plus_minus,
+        b.field_goals_made,
+        b.field_goals_attempted,
+        b.field_goal_pct,
+        b.three_pointers_made,
+        b.three_pointers_attempted,
+        b.three_point_pct,
+        a.true_shooting_pct,
+        a.effective_fg_pct,
+        a.usage_pct,
+        a.offensive_rating,
+        a.defensive_rating,
+        a.usage_tier,
+        a.impact_tier,
+        a.shooting_efficiency_tier,
+        a.minutes_based_role,
+        b.is_double_double,
+        b.is_triple_double,
+        a.is_versatile,
+        a.is_defensive_specialist,
+        a.is_three_and_d
+    FROM basic_stats AS b
+    LEFT JOIN adv_stats AS a
+        ON b.game_id = a.game_id AND b.player_id = a.player_id
+    LEFT JOIN games AS g
+        ON b.game_id = g.game_id
+)
+
+SELECT * FROM final