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sqlfmt #160

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May 11, 2024
Merged

sqlfmt #160

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3 changes: 1 addition & 2 deletions transform/models/nba/analysis/nba_team_stats.sql
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Original file line number Diff line number Diff line change
Expand Up @@ -19,8 +19,7 @@ with
from {{ ref("nba_elo_history") }} h
left join
{{ ref("nba_season_teams") }} t
on (t.team = h.team1
or t.team = h.team2)
on (t.team = h.team1 or t.team = h.team2)
and h.season = t.season
)
select
Expand Down
87 changes: 39 additions & 48 deletions transform/models/nba/analysis/playoff_summary.sql
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@@ -1,53 +1,44 @@
WITH cte_playoffs_r1 AS (
SELECT
winning_team,
COUNT(*) AS made_playoffs
FROM {{ ref( 'initialize_seeding' ) }}
GROUP BY ALL
),
with
cte_playoffs_r1 as (
select winning_team, count(*) as made_playoffs
from {{ ref("initialize_seeding") }}
group by all
),

cte_playoffs_r2 AS (
SELECT
winning_team,
COUNT(*) AS made_conf_semis
FROM {{ ref( 'playoff_sim_r1' ) }}
GROUP BY ALL
),
cte_playoffs_r2 as (
select winning_team, count(*) as made_conf_semis
from {{ ref("playoff_sim_r1") }}
group by all
),

cte_playoffs_r3 AS (
SELECT
winning_team,
COUNT(*) AS made_conf_finals
FROM {{ ref( 'playoff_sim_r2' ) }}
GROUP BY ALL
),
cte_playoffs_r3 as (
select winning_team, count(*) as made_conf_finals
from {{ ref("playoff_sim_r2") }}
group by all
),

cte_playoffs_r4 AS (
SELECT
winning_team,
COUNT(*) AS made_finals
FROM {{ ref( 'playoff_sim_r3' ) }}
GROUP BY ALL
),
cte_playoffs_r4 as (
select winning_team, count(*) as made_finals
from {{ ref("playoff_sim_r3") }}
group by all
),

cte_playoffs_finals AS (
SELECT
winning_team,
COUNT(*) AS won_finals
FROM {{ ref( 'playoff_sim_r4' ) }}
GROUP BY ALL
)
cte_playoffs_finals as (
select winning_team, count(*) as won_finals
from {{ ref("playoff_sim_r4") }}
group by all
)

SELECT
T.team,
R1.made_playoffs,
R2.made_conf_semis,
R3.made_conf_finals,
R4.made_finals,
F.won_finals
FROM {{ ref( 'nba_teams' ) }} T
LEFT JOIN cte_playoffs_r1 R1 ON R1.winning_team = T.team
LEFT JOIN cte_playoffs_r2 R2 ON R2.winning_team = T.team
LEFT JOIN cte_playoffs_r3 R3 ON R3.winning_team = T.team
LEFT JOIN cte_playoffs_r4 R4 ON R4.winning_team = T.team
LEFT JOIN cte_playoffs_finals F ON F.winning_team = T.team
select
t.team,
r1.made_playoffs,
r2.made_conf_semis,
r3.made_conf_finals,
r4.made_finals,
f.won_finals
from {{ ref("nba_teams") }} t
left join cte_playoffs_r1 r1 on r1.winning_team = t.team
left join cte_playoffs_r2 r2 on r2.winning_team = t.team
left join cte_playoffs_r3 r3 on r3.winning_team = t.team
left join cte_playoffs_r4 r4 on r4.winning_team = t.team
left join cte_playoffs_finals f on f.winning_team = t.team
190 changes: 91 additions & 99 deletions transform/models/nba/analysis/reg_season_actuals_enriched.sql
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@@ -1,108 +1,100 @@
{{
config(
materialized='table'
)
}}

WITH cte_wins AS (
SELECT
winning_team,
COUNT(*) as wins
FROM {{ ref( 'nba_latest_results' ) }}
GROUP BY ALL
),
{{ config(materialized="table") }}

cte_losses AS (
SELECT
losing_team,
COUNT(*) as losses
FROM {{ ref( 'nba_latest_results' ) }}
GROUP BY ALL
),
with
cte_wins as (
select winning_team, count(*) as wins
from {{ ref("nba_latest_results") }}
group by all
),

cte_losses as (
select losing_team, count(*) as losses
from {{ ref("nba_latest_results") }}
group by all
),

cte_favored_wins AS (
SELECT
LR.winning_team,
COUNT(*) as wins
FROM {{ ref( 'nba_latest_results' ) }} LR
INNER JOIN {{ ref( 'nba_results_log' ) }} R ON R.game_id = LR.game_id
AND R.favored_team = LR.winning_team
GROUP BY ALL
),
cte_favored_wins as (
select lr.winning_team, count(*) as wins
from {{ ref("nba_latest_results") }} lr
inner join
{{ ref("nba_results_log") }} r
on r.game_id = lr.game_id
and r.favored_team = lr.winning_team
group by all
),

cte_favored_losses AS (
SELECT
LR.losing_team,
COUNT(*) as losses
FROM {{ ref( 'nba_latest_results' ) }} LR
INNER JOIN {{ ref( 'nba_results_log' ) }} R ON R.game_id = LR.game_id
AND R.favored_team = LR.losing_team
GROUP BY ALL
),
cte_favored_losses as (
select lr.losing_team, count(*) as losses
from {{ ref("nba_latest_results") }} lr
inner join
{{ ref("nba_results_log") }} r
on r.game_id = lr.game_id
and r.favored_team = lr.losing_team
group by all
),

cte_avg_opponent_wins AS (
SELECT
LR.winning_team,
COUNT(*) as wins
FROM {{ ref( 'nba_latest_results' ) }} LR
INNER JOIN {{ ref( 'nba_results_log' ) }} R ON R.game_id = LR.game_id
AND ( (LR.winning_team = R.home_team AND R.visiting_team_above_avg = 1)
OR (LR.winning_team = R.visiting_team AND R.home_team_above_avg = 1) )
GROUP BY ALL
),
cte_avg_opponent_wins as (
select lr.winning_team, count(*) as wins
from {{ ref("nba_latest_results") }} lr
inner join
{{ ref("nba_results_log") }} r
on r.game_id = lr.game_id
and (
(lr.winning_team = r.home_team and r.visiting_team_above_avg = 1)
or (lr.winning_team = r.visiting_team and r.home_team_above_avg = 1)
)
group by all
),

cte_avg_opponent_losses AS (
SELECT
LR.losing_team,
COUNT(*) as losses
FROM {{ ref( 'nba_latest_results' ) }} LR
INNER JOIN {{ ref( 'nba_results_log' ) }} R ON R.game_id = LR.game_id
AND ( (LR.losing_team = R.visiting_team AND R.home_team_above_avg = 1)
OR (LR.losing_team = R.home_team AND R.visiting_team_above_avg = 1) )
GROUP BY ALL
),
cte_avg_opponent_losses as (
select lr.losing_team, count(*) as losses
from {{ ref("nba_latest_results") }} lr
inner join
{{ ref("nba_results_log") }} r
on r.game_id = lr.game_id
and (
(lr.losing_team = r.visiting_team and r.home_team_above_avg = 1)
or (lr.losing_team = r.home_team and r.visiting_team_above_avg = 1)
)
group by all
),

cte_home_wins AS (
SELECT
LR.home_team,
COUNT(*) as wins
FROM {{ ref( 'nba_latest_results' ) }} LR
WHERE LR.home_team = LR.winning_team
GROUP BY ALL
),
cte_home_wins as (
select lr.home_team, count(*) as wins
from {{ ref("nba_latest_results") }} lr
where lr.home_team = lr.winning_team
group by all
),

cte_home_losses AS (
SELECT
LR.home_team,
COUNT(*) as losses
FROM {{ ref( 'nba_latest_results' ) }} LR
WHERE LR.home_team = LR.losing_team
GROUP BY ALL
)
cte_home_losses as (
select lr.home_team, count(*) as losses
from {{ ref("nba_latest_results") }} lr
where lr.home_team = lr.losing_team
group by all
)

SELECT
T.team,
COALESCE(W.wins, 0) AS wins,
COALESCE(L.losses, 0) AS losses,
COALESCE(FW.wins, 0) AS wins_as_favorite,
COALESCE(FL.losses, 0) AS losses_as_favorite,
COALESCE(W.wins, 0) - COALESCE(FW.wins, 0) AS wins_as_underdog,
COALESCE(L.losses, 0) - COALESCE(FL.losses, 0) AS losses_as_underdog,
COALESCE(AW.wins,0) AS wins_vs_good_teams,
COALESCE(AL.losses,0) AS losses_vs_good_teams,
COALESCE(W.wins, 0) - COALESCE(AW.wins, 0) AS wins_vs_bad_teams,
COALESCE(L.losses, 0) - COALESCE(AL.losses, 0) AS losses_vs_bad_teams,
COALESCE(HW.wins,0) AS home_wins,
COALESCE(HL.losses,0) AS home_losses,
COALESCE(W.wins, 0) - COALESCE(HW.wins, 0) AS away_wins,
COALESCE(L.losses, 0) - COALESCE(HL.losses, 0) AS away_losses
FROM {{ ref( 'nba_teams' ) }} T
LEFT JOIN cte_wins W ON W.winning_team = T.team_long
LEFT JOIN cte_losses L ON L.losing_team = T.Team_long
LEFT JOIN cte_favored_wins FW ON FW.winning_team = T.Team_long
LEFT JOIN cte_favored_losses FL ON FL.losing_team = T.Team_long
LEFT JOIN cte_avg_opponent_wins AW ON AW.winning_team = T.Team_long
LEFT JOIN cte_avg_opponent_losses AL ON AL.losing_team = T.Team_long
LEFT JOIN cte_home_wins HW ON HW.home_team = T.Team_long
LEFT JOIN cte_home_losses HL ON HL.home_team = T.Team_long
select
t.team,
coalesce(w.wins, 0) as wins,
coalesce(l.losses, 0) as losses,
coalesce(fw.wins, 0) as wins_as_favorite,
coalesce(fl.losses, 0) as losses_as_favorite,
coalesce(w.wins, 0) - coalesce(fw.wins, 0) as wins_as_underdog,
coalesce(l.losses, 0) - coalesce(fl.losses, 0) as losses_as_underdog,
coalesce(aw.wins, 0) as wins_vs_good_teams,
coalesce(al.losses, 0) as losses_vs_good_teams,
coalesce(w.wins, 0) - coalesce(aw.wins, 0) as wins_vs_bad_teams,
coalesce(l.losses, 0) - coalesce(al.losses, 0) as losses_vs_bad_teams,
coalesce(hw.wins, 0) as home_wins,
coalesce(hl.losses, 0) as home_losses,
coalesce(w.wins, 0) - coalesce(hw.wins, 0) as away_wins,
coalesce(l.losses, 0) - coalesce(hl.losses, 0) as away_losses
from {{ ref("nba_teams") }} t
left join cte_wins w on w.winning_team = t.team_long
left join cte_losses l on l.losing_team = t.team_long
left join cte_favored_wins fw on fw.winning_team = t.team_long
left join cte_favored_losses fl on fl.losing_team = t.team_long
left join cte_avg_opponent_wins aw on aw.winning_team = t.team_long
left join cte_avg_opponent_losses al on al.losing_team = t.team_long
left join cte_home_wins hw on hw.home_team = t.team_long
left join cte_home_losses hl on hl.home_team = t.team_long
74 changes: 34 additions & 40 deletions transform/models/nba/analysis/reg_season_end.sql
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Original file line number Diff line number Diff line change
@@ -1,47 +1,41 @@
WITH cte_wins AS (
SELECT
S.scenario_id,
S.winning_team,
CASE
WHEN S.winning_team = S.home_team THEN S.home_conf
ELSE S.visiting_conf
END AS conf,
/* CASE
with
cte_wins as (
select
s.scenario_id,
s.winning_team,
case
when s.winning_team = s.home_team then s.home_conf else s.visiting_conf
end as conf,
/* CASE
WHEN S.winning_team = S.home_team THEN S.home_team_elo_rating
ELSE S.visiting_team_elo_rating
END AS elo_rating, */
COUNT(*) AS wins
FROM {{ ref( 'reg_season_simulator' ) }} S
GROUP BY ALL
),
count(*) as wins
from {{ ref("reg_season_simulator") }} s
group by all
),

cte_ranked_wins AS (
SELECT
*,
--no tiebreaker, so however row number handles order ties will need to be dealt with
ROW_NUMBER() OVER (PARTITION BY scenario_id, conf ORDER BY wins DESC, winning_team DESC ) AS season_rank
FROM cte_wins
cte_ranked_wins as (
select
*,
-- no tiebreaker, so however row number handles order ties will need to be
-- dealt with
row_number() over (
partition by scenario_id, conf order by wins desc, winning_team desc
) as season_rank
from cte_wins

),
),

cte_made_playoffs AS (
SELECT
*,
CASE
WHEN season_rank <= 10 THEN 1
ELSE 0
END AS made_playoffs,
CASE
WHEN season_rank BETWEEN 7 AND 10 THEN 1
ELSE 0
END AS made_play_in,
conf || '-' || season_rank::text AS seed
FROM cte_ranked_wins
)
cte_made_playoffs as (
select
*,
case when season_rank <= 10 then 1 else 0 end as made_playoffs,
case when season_rank between 7 and 10 then 1 else 0 end as made_play_in,
conf || '-' || season_rank::text as seed
from cte_ranked_wins
)

SELECT
MP.*,
LE.elo_rating,
{{ var( 'sim_start_game_id' ) }} AS sim_start_game_id
FROM cte_made_playoffs MP
LEFT JOIN {{ ref( 'nba_latest_elo' ) }} LE ON LE.team = MP.winning_team
select mp.*, le.elo_rating, {{ var("sim_start_game_id") }} as sim_start_game_id
from cte_made_playoffs mp
left join {{ ref("nba_latest_elo") }} le on le.team = mp.winning_team
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