public BenchmarkCriteria BuildFromSpecialComparisonCriteria(FinancialDataModel benchmarkSchoolData, SpecialCriteria specialCriteria, int tryCount = 0)
{
var criteria = new BenchmarkCriteria();
criteria.SchoolOverallPhase = new[] { "Special" };
if (specialCriteria.SimilarPupils.GetValueOrDefault())
{
criteria.MinLowestAgePupils = benchmarkSchoolData.LowestAgePupils - CriteriaSearchConfig.SPECIALS_AGE_EXP_RANGE;
criteria.MaxLowestAgePupils = benchmarkSchoolData.LowestAgePupils + CriteriaSearchConfig.SPECIALS_AGE_EXP_RANGE;
criteria.MinHighestAgePupils = benchmarkSchoolData.HighestAgePupils - CriteriaSearchConfig.SPECIALS_AGE_EXP_RANGE;
criteria.MaxHighestAgePupils = benchmarkSchoolData.HighestAgePupils + CriteriaSearchConfig.SPECIALS_AGE_EXP_RANGE;
}
foreach (var sen in specialCriteria.TopSenCriteria)
{
criteria.FindAndSetMaxMinSenInCriteria(sen, tryCount);
}
return(criteria);
}
public async Task <ComparisonResult> GenerateBenchmarkListWithSpecialComparisonAsync(BenchmarkCriteria benchmarkCriteria, SpecialCriteria specialCriteria, FinancialDataModel defaultSchoolFinancialDataModel)
{
//STEP 1: Straight search with prefilled criteria
var benchmarkSchools = await _financialDataService.SearchSchoolsByCriteriaAsync(benchmarkCriteria, EstablishmentType.All, true);
if (benchmarkSchools.Count > ComparisonListLimit.SPECIALS) //Original query returns more than required. Clip to closest schools to the top SEN criteria.
{
var highestSENName = specialCriteria.TopSenCriteria[0].DataName;
var highestSENValue = specialCriteria.TopSenCriteria[0].Original.GetValueOrDefault();
benchmarkSchools = benchmarkSchools.OrderBy(b => Math.Abs(b.getValueByCriteriaName(highestSENName).GetValueOrDefault() - highestSENValue)).Take(ComparisonListLimit.SPECIALS).ToList();
//Updating the criteria to reflect the final min and max used values used on top SEN
var minValue = benchmarkSchools.Min(s => s.getValueByCriteriaName(highestSENName));
var maxValue = benchmarkSchools.Max(s => s.getValueByCriteriaName(highestSENName));
benchmarkCriteria.FindAndSetMaxMinSenInCriteria(highestSENName, minValue, maxValue);
}
//STEP 2: Original query returns less than required. Expand criteria values gradually and try this max 10 times
var tryCount = 0;
while (benchmarkSchools.Count < ComparisonListLimit.SPECIALS)
{
if (++tryCount > CriteriaSearchConfig.MAX_TRY_LIMIT) //Max query try reached. Return whatever is found.
{
break;
}
benchmarkCriteria = _benchmarkCriteriaBuilderService.BuildFromSpecialComparisonCriteria(defaultSchoolFinancialDataModel, specialCriteria, tryCount);
benchmarkSchools = await _financialDataService.SearchSchoolsByCriteriaAsync(benchmarkCriteria, EstablishmentType.All, true);
if (benchmarkSchools.Count > ComparisonListLimit.SPECIALS) //Number jumping to more than ideal. Clip to closest schools to the top SEN criteria.
{
var highestSENName = specialCriteria.TopSenCriteria[0].DataName;
var highestSENValue = specialCriteria.TopSenCriteria[0].Original.GetValueOrDefault();
benchmarkSchools = benchmarkSchools.OrderBy(b => Math.Abs(b.getValueByCriteriaName(highestSENName).GetValueOrDefault() - highestSENValue)).Take(ComparisonListLimit.SPECIALS).ToList();
//Updating the criteria to reflect the final min and max used values used on top SEN
var minValue = benchmarkSchools.Min(s => s.getValueByCriteriaName(highestSENName));
var maxValue = benchmarkSchools.Max(s => s.getValueByCriteriaName(highestSENName));
benchmarkCriteria.FindAndSetMaxMinSenInCriteria(highestSENName, minValue, maxValue); break;
}
}
return(new ComparisonResult()
{
BenchmarkSchools = benchmarkSchools,
BenchmarkCriteria = benchmarkCriteria
});
}
