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Add hero-matchups-win-loss-stats
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Manuel Raimann committed Dec 17, 2024
1 parent f6832de commit 1ca25c0
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118 changes: 118 additions & 0 deletions deadlock_analytics_api/routers/v2.py
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Original file line number Diff line number Diff line change
Expand Up @@ -24,6 +24,8 @@
PlayerParty,
HeroCombsWinLossStat,
HeroWinLossStatV2,
HeroMatchUpWinLossStat,
HeroMatchUpWinLossStatMatchUp,
)

router = APIRouter(prefix="/v2", tags=["V2"])
Expand Down Expand Up @@ -363,6 +365,122 @@ def get_hero_combs_win_loss_stats(
return comb_stats


@router.get("/hero-matchups-win-loss-stats", summary="RateLimit: 100req/s")
def get_hero_matchups_win_loss_stats(
req: Request,
res: Response,
min_badge_level: Annotated[int | None, Query(ge=0)] = None,
max_badge_level: Annotated[int | None, Query(le=116)] = None,
min_unix_timestamp: Annotated[int | None, Query(ge=0)] = None,
max_unix_timestamp: int | None = None,
match_mode: Literal["Ranked", "Unranked"] | None = None,
region: (Literal["Row", "Europe", "SEAsia", "SAmerica", "Russia", "Oceania"] | None) = None,
) -> list[HeroMatchUpWinLossStat]:
limiter.apply_limits(
req, res, "/v2/hero-matchup-win-loss-stats", [RateLimit(limit=100, period=1)]
)
res.headers["Cache-Control"] = "public, max-age=1200"

query = """
WITH hero_combinations AS (
SELECT
groupArrayIf(hero_id, team = 'Team0') AS team0_hero_id,
groupArrayIf(hero_id, team = 'Team1') AS team1_hero_id,
sumIf(won, team = 'Team0') AS team0_wins,
sumIf(won, team = 'Team1') AS team1_wins,
sumIf(kills, team = 'Team0') AS team0_kills,
sumIf(kills, team = 'Team1') AS team1_kills,
sumIf(deaths, team = 'Team0') AS team0_deaths,
sumIf(deaths, team = 'Team1') AS team1_deaths,
sumIf(assists, team = 'Team0') AS team0_assists,
sumIf(assists, team = 'Team1') AS team1_assists
FROM match_player FINAL
INNER JOIN match_info mi USING (match_id)
INNER JOIN player p USING (account_id)
WHERE 1=1
AND mi.match_outcome = 'TeamWin'
AND mi.match_mode IN ('Ranked', 'Unranked')
AND (%(min_badge_level)s IS NULL OR (ranked_badge_level IS NOT NULL AND ranked_badge_level >= %(min_badge_level)s) OR (mi.average_badge_team0 IS NOT NULL AND mi.average_badge_team0 >= %(min_badge_level)s) OR (mi.average_badge_team1 IS NOT NULL AND mi.average_badge_team1 >= %(min_badge_level)s))
AND (%(max_badge_level)s IS NULL OR (ranked_badge_level IS NOT NULL AND ranked_badge_level <= %(max_badge_level)s) OR (mi.average_badge_team0 IS NOT NULL AND mi.average_badge_team0 <= %(max_badge_level)s) OR (mi.average_badge_team1 IS NOT NULL AND mi.average_badge_team1 <= %(max_badge_level)s))
AND (%(min_unix_timestamp)s IS NULL OR mi.start_time >= toDateTime(%(min_unix_timestamp)s))
AND (%(max_unix_timestamp)s IS NULL OR mi.start_time <= toDateTime(%(max_unix_timestamp)s))
AND (%(match_mode)s IS NULL OR mi.match_mode = %(match_mode)s)
AND (%(region)s IS NULL OR p.region_mode = %(region)s)
GROUP BY match_id, assigned_lane
HAVING length(team0_hero_id) = 1
AND length(team1_hero_id) = 1
AND team0_hero_id != team1_hero_id)
SELECT
least(team0_hero_id[1], team1_hero_id[1]) AS hero0,
greatest(team0_hero_id[1], team1_hero_id[1]) AS hero1,
sum(if(team0_hero_id[1] < team1_hero_id[1], team0_wins, team1_wins)) AS hero0_wins,
sum(if(team0_hero_id[1] < team1_hero_id[1], team0_kills, team1_kills)) AS hero0_kills,
sum(if(team0_hero_id[1] < team1_hero_id[1], team0_deaths, team1_deaths)) AS hero0_deaths,
sum(if(team0_hero_id[1] < team1_hero_id[1], team0_assists, team1_assists)) AS hero0_assists,
sum(if(team0_hero_id[1] < team1_hero_id[1], team1_wins, team0_wins)) AS hero1_wins,
sum(if(team0_hero_id[1] < team1_hero_id[1], team1_kills, team0_kills)) AS hero1_kills,
sum(if(team0_hero_id[1] < team1_hero_id[1], team1_deaths, team0_deaths)) AS hero1_deaths,
sum(if(team0_hero_id[1] < team1_hero_id[1], team1_assists, team0_assists)) AS hero1_assists
FROM hero_combinations
GROUP BY hero0, hero1
ORDER BY hero0, hero1;
"""
with CH_POOL.get_client() as client:
result = client.execute(
query,
{
"min_badge_level": min_badge_level,
"max_badge_level": max_badge_level,
"min_unix_timestamp": min_unix_timestamp,
"max_unix_timestamp": max_unix_timestamp,
"match_mode": match_mode,
"region": region,
},
)
matchups = defaultdict(lambda: list())
for (
hero0,
hero1,
hero0_wins,
hero0_kills,
hero0_deaths,
hero0_assists,
hero1_wins,
hero1_kills,
hero1_deaths,
hero1_assists,
) in result:
matchups[hero0].append(
HeroMatchUpWinLossStatMatchUp(
hero_id=hero1,
wins=hero0_wins,
losses=hero1_wins,
matches=hero0_wins + hero1_wins,
total_kills=hero0_kills,
total_kills_received=hero1_deaths,
total_deaths=hero0_deaths,
total_deaths_received=hero1_deaths,
total_assists=hero0_assists,
total_assists_received=hero1_assists,
)
)
matchups[hero1].append(
HeroMatchUpWinLossStatMatchUp(
hero_id=hero0,
wins=hero1_wins,
losses=hero0_wins,
matches=hero0_wins + hero1_wins,
total_kills=hero1_kills,
total_kills_received=hero0_deaths,
total_deaths=hero1_deaths,
total_deaths_received=hero0_deaths,
total_assists=hero1_assists,
total_assists_received=hero0_assists,
)
)
return [HeroMatchUpWinLossStat(hero_id=h, matchups=matchups[h]) for h in matchups]


@router.get("/hero/{hero_id}/item-win-loss-stats", summary="RateLimit: 100req/s")
def get_hero_item_win_loss_stats(
req: Request,
Expand Down
24 changes: 24 additions & 0 deletions deadlock_analytics_api/routers/v2_models.py
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Original file line number Diff line number Diff line change
Expand Up @@ -192,3 +192,27 @@ class HeroCombsWinLossStat(BaseModel):
total_kills: int = Field(description="The total number of kills over all matches")
total_deaths: int = Field(description="The total number of deaths over all matches")
total_assists: int = Field(description="The total number of assists over all matches")


class HeroMatchUpWinLossStatMatchUp(BaseModel):
hero_id: int
wins: int
losses: int
matches: int
total_kills: int = Field(description="The total number of kills over all matches")
total_kills_received: int = Field(
description="The total number of kills received over all matches"
)
total_deaths: int = Field(description="The total number of deaths over all matches")
total_deaths_received: int = Field(
description="The total number of deaths received over all matches"
)
total_assists: int = Field(description="The total number of assists over all matches")
total_assists_received: int = Field(
description="The total number of assists received over all matches"
)


class HeroMatchUpWinLossStat(BaseModel):
hero_id: int
matchups: list[HeroMatchUpWinLossStatMatchUp]

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