public void Init(CurrencyView currencyView)
{
_enemy = new Enemy("Enemy Flappy");
_money = new Money(nameof(Money));
_money.Attach(_enemy);
_heath = new Health(nameof(Health));
_heath.Attach(_enemy);
_force = new Force(nameof(Force));
_force.Attach(_enemy);
_crimeRate = new CrimeRate(nameof(CrimeRate));
_crimeRate.Attach(_enemy);
_currencyView = currencyView;
_cameraShaker = new CameraShakeBehaviour();
_addHealthButton.onClick.AddListener(() => ChangeHealth(true));
_minusHealthButton.onClick.AddListener(() => ChangeHealth(false));
_addPowerButton.onClick.AddListener(() => ChangeForce(true));
_minusPowerButton.onClick.AddListener(() => ChangeForce(false));
_addCrimeRateButton.onClick.AddListener(() => ChangeCrimeRate(true));
_minusCrimeRateButton.onClick.AddListener(() => ChangeCrimeRate(false));
_fightButton.onClick.AddListener(Fight);
_skipButton.onClick.AddListener(Skip);
}
/// <summary>
/// Receives a county and a number of months.
/// Returns the predicted monthly records of that county for the months specified.
/// </summary>
/// <param name="county">Number of months</param>
/// <param name="months">County to predict</param>
/// <returns></returns>
public List <Record> ReturnPredictedRecords(County county, int months)
{
//Trains SVR model
var svm = TrainSVR(county);
var returnedRecords = new List <Record>();
var predictionSet = new double[months][];
//Start date for predictions
var startDate = county.Records.OrderBy(x => x.Date).Last().Date.AddMonths((1));
//End date for predictions
var endDate = county.Records.OrderBy(x => x.Date).Last().Date.AddMonths((months));
int counter = 0;
//Months to predict
for (DateTime dateTime = startDate; dateTime <= endDate; dateTime = dateTime.AddMonths((1)))
{
predictionSet[counter] = new double[] { dateTime.Month, dateTime.Year };
counter++;
}
//Predicted records
double[] outputs = svm.Score(predictionSet);
for (int i = 0; i < outputs.Length; i++)
{
//Assign the predicted months ranks Low,Normal or High
CrimeRate crime_rate = ReturnPredictedRank(county, (int)(outputs[i] * 1000));
returnedRecords.Add(new Record()
{
Date = new DateTime((int)predictionSet[i][1], (int)predictionSet[i][0], 1),
AllCrimes = (int)(outputs[i] * 1000),
CrimeRateId = crime_rate.Rank
});
}
return(returnedRecords);
}
public IHttpActionResult Details(List <String> suburbs)
{
System.Diagnostics.Debug.WriteLine("debug:");
System.Diagnostics.Debug.WriteLine(suburbs);
if (suburbs != null)
{
//find suburbs
List <SuburbCrime> SuburbCrimeList = new List <SuburbCrime>();
foreach (var i in suburbs)
{
Suburb theSuburb = db.Suburb.Find(i);
CrimeRate theRate = db.CrimeRate.Find(i);
if (theSuburb != null && theRate != null)
{
var newSub = new SuburbCrime();
newSub.suburbname = i;
newSub.boundary = theSuburb.Boundary1 + theSuburb.Boundary2;
newSub.crimeRate = theRate.Rate;
SuburbCrimeList.Add(newSub);
}
}
String json = JsonConvert.SerializeObject(SuburbCrimeList);
//output Json type suburb details to front-end
return(Json(json));
}
else
{
return(Json("failed"));
}
//Suburb suburb = db.Suburb.Find(id);
}
/// <summary>
/// Tests the database correctly stores data
/// </summary>
public void PopulateDatabase()
{
County county1 = _db.Counties.Add(new County()
{
Name = "Example1", PoliceDepartmentId = 0, Population = 100000
});
County county2 = _db.Counties.Add(new County()
{
Name = "Example2", PoliceDepartmentId = 2, Population = 200000
});
County county3 = _db.Counties.Add(new County()
{
Name = "Example3", PoliceDepartmentId = 3, Population = 300000
});
PoliceDepartment pd1 = _db.PoliceDepartments.Add(new PoliceDepartment()
{
Name = "Example1"
});
PoliceDepartment pd2 = _db.PoliceDepartments.Add(new PoliceDepartment()
{
Name = "Example2"
});
PoliceDepartment pd3 = _db.PoliceDepartments.Add(new PoliceDepartment()
{
Name = "Example3"
});
Record record1 = _db.Records.Add(new Record()
{
AllCrimes = 100000, CrimesPer1000 = 5400, Date = DateTime.UtcNow
});
Record record2 = _db.Records.Add(new Record()
{
AllCrimes = 200000, CrimesPer1000 = 5400, Date = DateTime.UtcNow
});
Record record3 = _db.Records.Add(new Record()
{
AllCrimes = 300000, CrimesPer1000 = 5400, Date = DateTime.UtcNow
});
CrimeRate rank1 = _db.CrimeRates.Add(new CrimeRate()
{
Name = "LOW", Rank = 1
});
CrimeRate rank2 = _db.CrimeRates.Add(new CrimeRate()
{
Name = "MEDIUM", Rank = 2
});
CrimeRate rank3 = _db.CrimeRates.Add(new CrimeRate()
{
Name = "HIGH", Rank = 3
});
CrimeRate crimerate1 = _db.CrimeRates.Add(new CrimeRate()
{
Name = "LOW", Rank = 4
});
CrimeRate crimerate2 = _db.CrimeRates.Add(new CrimeRate()
{
Name = "MEDIUM", Rank = 5
});
CrimeRate crimerate3 = _db.CrimeRates.Add(new CrimeRate()
{
Name = "HIGH", Rank = 6
});
_db.SaveChanges();
}
