98 lines
2.8 KiB
SQL
98 lines
2.8 KiB
SQL
{{
|
|
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
|