public PlayerPosition Generate()
{
// we generate a random percentile
Percentile percentileCategory = _percentileGenerator.Generate();
// then, using the 1-NN calculator, we get the nearest neighbour to the percentile
var categoryCalculator = new PercentileNearestNeighbourCalculator <PositionCategory>(
percentileCategory, _percentileCategories.ToArray());
// and we get the category from the nearest neighbour
PositionCategory category = categoryCalculator.GetNearestNeighbourUnderlyingType();
// retrieve positions from the category
List <PercentileData <PlayerPosition> > positionsData = _percentilePositions
.Where(pp => pp.Object.PositionCategory == category)
.ToList();
var min = positionsData.Min(p => p.Percentile);
var max = positionsData.Max(p => p.Percentile);
var positionPercentile = _percentileGenerator.Generate(min, max);
var positionCalculator = new PercentileNearestNeighbourCalculator <PlayerPosition>(
positionPercentile, positionsData.ToArray());
return(positionCalculator.GetNearestNeighbourUnderlyingType());
}
public Foot Generate()
{
Percentile rndPct = _percentileGenerator.Generate();
var calculator = new PercentileKNearestNeighborCalculator <Foot>(rndPct, _data);
return(calculator.GetNearestNeighbours().Value[0].Value.Object);
}
public Player Generate(Gender?playerGender = null, Country[] countries = null, PlayerPosition playerPosition = null)
{
if (playerGender == null)
{
playerGender = _genderGenerator.Generate();
}
if (countries == null)
{
countries = _countriesGenerator.Generate().Value;
}
PersonName playerName = _nameGenerator.Generate(playerGender.Value, countries.FirstOrDefault());
Date dob = _dobGenerator.Generate();
PersonAge playerAge = PersonAge.FromDate(dob, _game.CurrentDate);
Location birthLocation = _birthLocationGenerator.Generate(countries.FirstOrDefault());
Foot playerFoot = _favouriteFootGenerator.Generate();
Percentile percentile = _percentileGenerator.Generate();
BodyMassIndex bmi = _bmiGenerator.Generate(countries.FirstOrDefault(), playerGender.Value, percentile, dob);
PlayerPosition position = _playerPositionGenerator.Generate();
PhysicalFeatureSet playerFeatureSet = _physicalFeatureSetGenerator.Generate(position, bmi, countries.FirstOrDefault(), playerAge);
// first name & last name => according to the player's country
return(new PlayerBuilder()
.WithName(playerName)
.WithGender(playerGender.Value)
.WithBirthInfo(new BirthInfo(dob, birthLocation))
.WithFoot(playerFoot)
.WithPercentile(percentile)
.WithBodyMassIndex(bmi)
.WithPlayerPosition(position)
.WithFeatureSet(playerFeatureSet)
.WithCountries(countries)
.Build());
}