public static async Task <List <DbStatsResult> > GetTimelineData(TimelineRequest request, sc2dsstatsContext context)
{
var replays = ReplayFilter.Filter(context, request);
var results = from r in replays
from p in r.Dsplayers
where p.Race == (byte)DSData.GetCommander(request.Interest)
select new DbStatsResult()
{
Id = r.Id,
Win = p.Win,
GameTime = r.Gametime,
Player = p.isPlayer,
OppRace = p.Opprace
};
if (request.Player)
{
results = results.Where(x => x.Player);
}
if (request.Versus != "ALL")
{
results = results.Where(x => x.OppRace == (byte)DSData.GetCommander(request.Versus));
}
return(await results.ToListAsync());
}
public static DsResponse GetMvp(DsRequest request, List <CmdrStats> cmdrstats)
{
var stats = GetTimeStats(request, cmdrstats);
if (request.Interest != "ALL")
{
stats = stats.Where(x => x.RACE == (byte)DSData.GetCommander(request.Interest)).ToList();
}
List <DsResponseItem> items = request.Interest == "ALL"
? stats.GroupBy(g => g.RACE).Select(s => new DsResponseItem
{
Label = ((Commander)s.Key).ToString(),
Count = s.Sum(c => c.count),
Wins = s.Sum(c => c.mvp),
}).ToList()
: stats.GroupBy(g => g.OPPRACE).Select(s => new DsResponseItem
{
Label = ((Commander)s.Key).ToString(),
Count = s.Sum(c => c.count),
Wins = s.Sum(c => c.mvp),
}).ToList();
int tcount = items.Sum(s => s.Count);
return(new DsResponse()
{
Interest = request.Interest,
Count = request.Player ? tcount : tcount / 6,
AvgDuration = tcount == 0 ? 0 : (int)(stats.Sum(s => s.duration) / tcount),
Items = items
});
}
private static async Task <List <DbStatsResult> > GetMVPData(sc2dsstatsContext context, DsRequest request)
{
var replays = ReplayFilter.Filter(context, request);
var results = from r in replays
from p in r.Dsplayers
select new DbStatsResult()
{
Id = r.Id,
Race = p.Race,
OppRace = p.Opprace,
Duration = r.Duration,
Win = p.Win,
Player = p.isPlayer,
MVP = p.Killsum == r.Maxkillsum
};
if (request.Interest != "ALL")
{
results = results.Where(x => x.Race == (byte)DSData.GetCommander(request.Interest));
}
if (request.Player)
{
results = results.Where(x => x.Player);
}
return(await results.ToListAsync());
}
public Dsreplay(DsReplayDto dto)
{
Dsplayers = dto.DSPlayer.Select(s => new Dsplayer()
{
Breakpoints = s.Breakpoints.Select(b => new Breakpoint()
{
Breakpoint1 = b.Breakpoint,
Gas = b.Gas,
Income = b.Income,
Army = b.Army,
Kills = b.Kills,
Upgrades = b.Upgrades,
Tier = b.Tier,
Mid = b.Mid,
DsUnitsString = b.dsUnitsString,
DbUnitsString = b.dbUnitsString,
DbUpgradesString = b.dbUpgradesString
}).ToList(),
Pos = (byte)s.POS,
Realpos = (byte)s.REALPOS,
Name = s.NAME,
Race = (byte)DSData.GetCommander(s.RACE),
Opprace = (byte)DSData.GetCommander(s.OPPRACE),
Win = s.WIN,
Team = (byte)s.TEAM,
Killsum = s.KILLSUM,
Income = s.INCOME,
Pduration = s.PDURATION,
Army = s.ARMY,
Gas = (byte)s.GAS,
isPlayer = s.isPlayer
}).ToList();
Middles = dto.Middle.Select(m => new Middle()
{
Gameloop = m.Gameloop,
Team = (byte)m.Team
}).ToList();
Replay = dto.REPLAY;
Gametime = dto.GAMETIME;
Winner = (sbyte)dto.WINNER;
Duration = dto.DURATION;
Minkillsum = dto.MINKILLSUM;
Maxkillsum = dto.MAXKILLSUM;
Minarmy = dto.MINARMY;
Minincome = dto.MININCOME;
Maxleaver = dto.MAXLEAVER;
Playercount = (byte)dto.PLAYERCOUNT;
Reported = (byte)dto.REPORTED;
Isbrawl = dto.ISBRAWL;
Gamemode = (byte)DSData.GetGameMode(dto.GAMEMODE);
Version = dto.VERSION;
Hash = dto.HASH;
Replaypath = dto.REPLAYPATH;
Objective = dto.OBJECTIVE;
Upload = dto.Upload;
Bunker = dto.Bunker;
Cannon = dto.Cannon;
Mid1 = dto.Mid1;
Mid2 = dto.Mid2;
}
private static IQueryable <Dsreplay> GetCountReplays(sc2dsstatsContext context, DsRequest request)
{
var replays = context.Dsreplays.Where(x => x.Gametime > request.StartTime);
if (request.Filter == null)
{
replays = replays.Where(x => new List <int>()
{
(int)Gamemode.Commanders, (int)Gamemode.CommandersHeroic
}.Contains(x.Gamemode));
}
else if (request.Filter.GameModes.Any())
{
replays = replays.Where(x => request.Filter.GameModes.Contains(x.Gamemode));
}
if (request.EndTime != DateTime.Today)
{
replays = replays.Where(x => x.Gametime <= request.EndTime);
}
if (!String.IsNullOrEmpty(request.Interest) && !request.Interest.Equals("ALL"))
{
replays = replays.Include(i => i.Dsplayers);
if (request.Player)
{
replays = from r in replays
from p in r.Dsplayers
where p.isPlayer && p.Race == (byte)DSData.GetCommander(request.Interest)
select r;
}
else
{
replays = from r in replays
from p in r.Dsplayers
where p.Race == (byte)DSData.GetCommander(request.Interest)
select r;
}
replays = replays.Distinct();
}
if (request.Filter != null && request.Filter.Players.Any())
{
replays = from r in replays
from p in r.Dsplayers
where request.Filter.Players.Contains(p.Name)
select r;
if (request.Filter.Players.Count > 0)
{
return(replays.Distinct());
}
}
return(replays);
}
public static async Task <DsResponse> GetSynergy(sc2dsstatsContext context, DsRequest request)
{
var replays = ReplayFilter.Filter(context, request);
var synergy = request.Player
? from r in replays
from p in r.Dsplayers
from t in r.Dsplayers
where p.isPlayer && p.Race == (byte)DSData.GetCommander(request.Interest) && t.Team == p.Team && t.Id != p.Id
group new { r, p } by t.Race into g
select new DsResponseItem()
{
Label = ((DSData.Commander)g.Key).ToString(),
Count = g.Count(),
Wins = g.Count(c => c.p.Win),
}
: from r in replays
from p in r.Dsplayers
from t in r.Dsplayers
where p.Race == (byte)DSData.GetCommander(request.Interest) && t.Team == p.Team && t.Id != p.Id
group new { r, p } by t.Race into g
select new DsResponseItem()
{
Label = ((DSData.Commander)g.Key).ToString(),
Count = g.Count(),
Wins = g.Count(c => c.p.Win),
};
var items = await synergy.ToListAsync();
items = items.Where(x => DSData.cmdrs.Contains(x.Label)).OrderBy(o => o.Label).ToList();
return(new DsResponse()
{
Interest = request.Interest,
Count = items.Sum(s => s.Count),
Items = items
});
}
public static IQueryable <BuildHelper> GetBuildResultQuery(IQueryable <Dsreplay> replays, DsBuildRequest request, List <string> playernames)
{
return((String.IsNullOrEmpty(request.Versus), !playernames.Any()) switch
{
(true, true) => from r in replays
from p in r.Dsplayers
where p.Race == (byte)DSData.GetCommander(request.Interest)
from b in p.Breakpoints
select new BuildHelper()
{
Id = r.Id,
Hash = r.Hash,
Gametime = r.Gametime,
UnitString = b.DsUnitsString,
Win = p.Win,
UpgradeSpending = b.Upgrades,
GasCount = b.Gas,
Breakpoint = b.Breakpoint1,
Duration = r.Duration
},
(true, false) => from r in replays
from p in r.Dsplayers
where p.Race == (byte)DSData.GetCommander(request.Interest) && playernames.Contains(p.Name)
from b in p.Breakpoints
select new BuildHelper()
{
Id = r.Id,
Hash = r.Hash,
Gametime = r.Gametime,
UnitString = b.DsUnitsString,
Win = p.Win,
UpgradeSpending = b.Upgrades,
GasCount = b.Gas,
Breakpoint = b.Breakpoint1,
Duration = r.Duration
},
(false, true) => from r in replays
from p in r.Dsplayers
where p.Race == (byte)DSData.GetCommander(request.Interest) && p.Opprace == (byte)DSData.GetCommander(request.Versus)
from b in p.Breakpoints
select new BuildHelper()
{
Id = r.Id,
Hash = r.Hash,
Gametime = r.Gametime,
UnitString = b.DsUnitsString,
Win = p.Win,
UpgradeSpending = b.Upgrades,
GasCount = b.Gas,
Breakpoint = b.Breakpoint1,
Duration = r.Duration
},
(false, false) => from r in replays
from p in r.Dsplayers
where p.Race == (byte)DSData.GetCommander(request.Interest) && p.Opprace == (byte)DSData.GetCommander(request.Versus) && playernames.Contains(p.Name)
from b in p.Breakpoints
select new BuildHelper()
{
Id = r.Id,
Hash = r.Hash,
Gametime = r.Gametime,
UnitString = b.DsUnitsString,
Win = p.Win,
UpgradeSpending = b.Upgrades,
GasCount = b.Gas,
Breakpoint = b.Breakpoint1,
Duration = r.Duration
},
});
public static TimelineResponse GetTimeline(TimelineRequest request, List <CmdrStats> cmdrstats)
{
if (request.Step < 3)
{
request.Step = 3;
}
if (request.smaK < 3)
{
request.smaK = 3;
}
var stats = GetTimeStats(request, cmdrstats);
int tcount = stats.Sum(s => s.count);
TimelineResponse response = new TimelineResponse()
{
Interest = request.Interest,
Count = request.Player ? tcount : tcount / 6,
Versus = request.Versus,
AvgDuration = tcount == 0 ? 0 : (int)(stats.Sum(s => s.duration) / tcount),
Items = new List <DsResponseItem>()
};
DateTime requestTime = request.StartTime;
while (requestTime < request.EndTime)
{
var timeResults = stats.Where(f => f.year == requestTime.Year && f.month == requestTime.Month && f.RACE == (byte)DSData.GetCommander(request.Interest));
if (!timeResults.Any())
{
response.Items.Add(new TimelineResponseItem()
{
Label = $"{requestTime.ToString("yyyy-MM")} (0)",
Count = 0,
Wins = 0
});
}
else
{
int ccount = timeResults.Sum(s => s.count);
response.Items.Add(new TimelineResponseItem()
{
Label = $"{requestTime.ToString("yyyy-MM")} ({ccount})",
Count = ccount,
Wins = timeResults.Sum(s => s.wins)
});
}
requestTime = requestTime.AddMonths(1);
}
if (response.Items.Any() && response.Items.Last().Count < 10)
{
response.Items.RemoveAt(response.Items.Count - 1);
}
var sma = new SimpleMovingAverage(request.smaK);
response.SmaData = new List <double>();
response.SmaData = GetNiceLineData(response.Items.Select(s => s.Count == 0 ? 0 : ((double)s.Wins * 100.0 / (double)s.Count)), request.smaK);
return(response);
}
public static async Task <TimelineResponse> GetDuration(sc2dsstatsContext context, DsRequest request)
{
var replays = ReplayFilter.Filter(context, request);
replays = replays.Where(x => x.Gametime >= request.StartTime);
if (request.EndTime != DateTime.Today)
{
replays = replays.Where(x => x.Gametime <= request.EndTime);
}
var results = request.Player switch
{
true => from r in replays
from p in r.Dsplayers
where p.Race == (byte)DSData.GetCommander(request.Interest) && p.isPlayer
select new
{
r.Id,
r.Duration,
p.Win
},
false => from r in replays
from p in r.Dsplayers
where p.Race == (byte)DSData.GetCommander(request.Interest)
select new
{
r.Id,
r.Duration,
p.Win
}
};
var lresults = await results.ToListAsync();
TimelineResponse response = new TimelineResponse()
{
Interest = request.Interest,
Count = lresults.Select(s => s.Id).Distinct().Count(),
AvgDuration = lresults.Count == 0 ? 0 : (int)(lresults.Sum(s => s.Duration) / lresults.Count),
Items = new List <DsResponseItem>()
};
if (lresults.Any())
{
for (int i = 0; i < DSData.durations.Length; i++)
{
int startd = 0;
if (i > 0)
{
Match m = d_rx.Match(DSData.durations[i]);
if (m.Success)
{
startd = int.Parse(m.Value);
}
}
int endd = startd + 3;
if (i == 0)
{
endd = 8;
}
if (i == DSData.durations.Length - 1)
{
endd = 200;
}
var ilresults = lresults.Where(x => x.Duration > startd * 60 && x.Duration < endd * 60).ToList();
response.Items.Add(new DsResponseItem()
{
Label = $"{DSData.durations[i]} min ({ilresults.Count})",
Count = ilresults.Count,
Wins = ilresults.Where(x => x.Win == true).Count()
});
}
}
var sma = new SimpleMovingAverage(4);
response.SmaData = new List <double>();
response.SmaData = TimelineService.GetNiceLineData(response.Items.Select(s => s.Count == 0 ? 0 : ((double)s.Wins * 100.0 / (double)s.Count)), 4);
return(response);
}
}
public static async Task <DsResponse> GetStandardTeamWinrate(DsRequest request, sc2dsstatsContext context)
{
var replays = context.Dsreplays
.Include(i => i.Dsplayers)
.AsNoTracking()
.Where(x =>
x.Gamemode == (byte)DSData.Gamemode.Standard &&
x.Gametime > request.StartTime &&
x.Duration > 300 &&
x.Maxleaver < 90 &&
x.Playercount == 6
);
if (request.EndTime != DateTime.Today)
{
replays = replays.Where(x => x.Gametime < request.EndTime);
}
byte[] races = null;
if (!String.IsNullOrEmpty(request.Interest) && request.Interest != "ALL")
{
string[] iSplit = Regex.Split(request.Interest, @"(?<!^)(?=[A-Z])");
if (iSplit.Length == 3)
{
races = iSplit.Select(s => (byte)DSData.GetCommander(s)).ToArray();
}
}
List <DsResponseItem> teamResponses = new List <DsResponseItem>();
for (int p1 = 1; p1 < 4; p1++)
{
for (int p2 = 1; p2 < 4; p2++)
{
for (int p3 = 1; p3 < 4; p3++)
{
var team1Replays = races == null?
replays.Where(x =>
(x.Dsplayers.Where(s => s.Realpos == 1 && s.Race == p1).Any() &&
x.Dsplayers.Where(s => s.Realpos == 2 && s.Race == p2).Any() &&
x.Dsplayers.Where(s => s.Realpos == 3 && s.Race == p3).Any())
)
: replays.Where(x =>
(x.Dsplayers.Where(s => s.Realpos == 1 && s.Race == p1).Any() &&
x.Dsplayers.Where(s => s.Realpos == 2 && s.Race == p2).Any() &&
x.Dsplayers.Where(s => s.Realpos == 3 && s.Race == p3).Any())
&&
(x.Dsplayers.Where(s => s.Realpos == 4 && s.Race == races[0]).Any() &&
x.Dsplayers.Where(s => s.Realpos == 5 && s.Race == races[1]).Any() &&
x.Dsplayers.Where(s => s.Realpos == 6 && s.Race == races[2]).Any())
);
var team2Replays = races == null?
replays.Where(x =>
(x.Dsplayers.Where(s => s.Realpos == 4 && s.Race == p1).Any() &&
x.Dsplayers.Where(s => s.Realpos == 5 && s.Race == p2).Any() &&
x.Dsplayers.Where(s => s.Realpos == 6 && s.Race == p3).Any())
)
: replays.Where(x =>
(x.Dsplayers.Where(s => s.Realpos == 4 && s.Race == p1).Any() &&
x.Dsplayers.Where(s => s.Realpos == 5 && s.Race == p2).Any() &&
x.Dsplayers.Where(s => s.Realpos == 6 && s.Race == p3).Any())
&&
(x.Dsplayers.Where(s => s.Realpos == 1 && s.Race == races[0]).Any() &&
x.Dsplayers.Where(s => s.Realpos == 2 && s.Race == races[1]).Any() &&
x.Dsplayers.Where(s => s.Realpos == 3 && s.Race == races[2]).Any())
);
var team1Results = from r in team1Replays
group r by r.Winner into g
select new
{
Winner = g.Key,
Count = g.Count(),
duration = g.Sum(s => s.Duration),
};
var team2Results = from r in team2Replays
group r by r.Winner into g
select new
{
Winner = g.Key,
Count = g.Select(s => s.Id).Distinct().Count(),
duration = g.Sum(s => s.Duration),
};
var t1 = await team1Results.AsNoTracking().ToListAsync();
var t2 = await team2Results.AsNoTracking().ToListAsync();
int count = t1.Sum(s => s.Count) + t2.Sum(s => s.Count);
if (count > 0)
{
teamResponses.Add(new DsResponseItem()
{
Label = ((DSData.Commander)p1).ToString() + ((DSData.Commander)p2).ToString() + ((DSData.Commander)p3).ToString(),
Count = count,
Wins = t1.Where(x => x.Winner == 0).Sum(s => s.Count) + t2.Where(x => x.Winner == 1).Sum(s => s.Count),
duration = t1.Sum(s => s.duration) + t2.Sum(s => s.duration),
Replays = count,
});
}
}
}
}
int tcount = teamResponses.Sum(s => s.Count);
return(new DsResponse()
{
Interest = request.Interest,
Count = tcount,
AvgDuration = tcount == 0 ? 0 : (int)(teamResponses.Sum(s => s.duration) / tcount),
Items = teamResponses
});
}
public static async Task <DsResponse> GetStandardWinrate(DsRequest request, sc2dsstatsContext context)
{
var replays = context.Dsreplays.Where(x =>
x.Gamemode == (byte)DSData.Gamemode.Standard &&
x.Gametime > request.StartTime
).AsNoTracking();
if (request.EndTime < DateTime.Today)
{
replays = replays.Where(x => x.Gametime < request.EndTime);
}
var responses = (request.Player, request.Interest == "ALL") switch
{
(false, true) => from r in replays
from p in r.Dsplayers
group new { r, p } by new { race = p.Race } into g
select new DsResponseItem()
{
Label = ((DSData.Commander)g.Key.race).ToString(),
Count = g.Count(),
Wins = g.Count(c => c.p.Win),
duration = g.Sum(s => s.r.Duration),
Replays = g.Select(s => s.r.Id).Distinct().Count()
},
(false, false) => from r in replays
from p in r.Dsplayers
where p.Race == (byte)DSData.GetCommander(request.Interest)
group new { r, p } by new { race = p.Opprace } into g
select new DsResponseItem()
{
Label = ((DSData.Commander)g.Key.race).ToString(),
Count = g.Count(),
Wins = g.Count(c => c.p.Win),
duration = g.Sum(s => s.r.Duration),
Replays = g.Select(s => s.r.Id).Distinct().Count()
},
(true, true) => from r in replays
from p in r.Dsplayers
where p.isPlayer
group new { r, p } by new { race = p.Race } into g
select new DsResponseItem()
{
Label = ((DSData.Commander)g.Key.race).ToString(),
Count = g.Count(),
Wins = g.Count(c => c.p.Win),
duration = g.Sum(s => s.r.Duration),
Replays = g.Select(s => s.r.Id).Distinct().Count()
},
(true, false) => from r in replays
from p in r.Dsplayers
where p.isPlayer && p.Race == (byte)DSData.GetCommander(request.Interest)
group new { r, p } by new { race = p.Opprace } into g
select new DsResponseItem()
{
Label = ((DSData.Commander)g.Key.race).ToString(),
Count = g.Count(),
Wins = g.Count(c => c.p.Win),
duration = g.Sum(s => s.r.Duration),
Replays = g.Select(s => s.r.Id).Distinct().Count()
}
};
var items = await responses.ToListAsync();
items = items.Where(x => DSData.cmdrs.Contains(x.Label)).ToList();
int tcount = items.Sum(s => s.Count);
return(new DsResponse()
{
Interest = request.Interest,
Count = tcount / 6,
AvgDuration = tcount == 0 ? 0 : (int)(items.Sum(s => s.duration) / tcount),
Items = items
});
}
public static async Task <DsResponse> GetCustomMvp(DsRequest request, sc2dsstatsContext context)
{
var replays = ReplayFilter.Filter(context, request);
var responses = (request.Player, request.Interest == "ALL") switch
{
(false, true) => from r in replays
from p in r.Dsplayers
group new { r, p } by new { race = p.Race } into g
select new DsResponseItem()
{
Label = ((Commander)g.Key.race).ToString(),
Count = g.Count(),
Wins = g.Count(c => c.p.Killsum == c.r.Maxkillsum),
duration = g.Sum(s => s.r.Duration)
},
(false, false) => from r in replays
from p in r.Dsplayers
where p.Race == (byte)DSData.GetCommander(request.Interest)
group new { r, p } by new { race = p.Opprace } into g
select new DsResponseItem()
{
Label = ((Commander)g.Key.race).ToString(),
Count = g.Count(),
Wins = g.Count(c => c.p.Killsum == c.r.Maxkillsum),
duration = g.Sum(s => s.r.Duration)
},
(true, true) => from r in replays
from p in r.Dsplayers
where p.isPlayer
group new { r, p } by new { race = p.Race } into g
select new DsResponseItem()
{
Label = ((Commander)g.Key.race).ToString(),
Count = g.Count(),
Wins = g.Count(c => c.p.Killsum == c.r.Maxkillsum),
duration = g.Sum(s => s.r.Duration)
},
(true, false) => from r in replays
from p in r.Dsplayers
where p.isPlayer && p.Race == (byte)DSData.GetCommander(request.Interest)
group new { r, p } by new { race = p.Opprace } into g
select new DsResponseItem()
{
Label = ((Commander)g.Key.race).ToString(),
Count = g.Count(),
Wins = g.Count(c => c.p.Killsum == c.r.Maxkillsum),
duration = g.Sum(s => s.r.Duration)
}
};
var items = await responses.ToListAsync();
items = items.Where(x => DSData.cmdrs.Contains(x.Label)).ToList();
int tcount = items.Sum(s => s.Count);
return(new DsResponse()
{
Interest = request.Interest,
Count = tcount / 6,
AvgDuration = tcount == 0 ? 0 : (int)(items.Sum(s => s.duration) / tcount),
Items = items
});
}