public void Truncate(IndicatorStatsPercentiles statsPercentiles)
{
if (statsPercentiles != null)
{
statsPercentiles.Max = RoundStats(statsPercentiles.Max);
statsPercentiles.Min = RoundStats(statsPercentiles.Min);
statsPercentiles.Percentile25 = RoundStats(statsPercentiles.Percentile25);
statsPercentiles.Percentile75 = RoundStats(statsPercentiles.Percentile75);
}
}
public override IndicatorStatsPercentilesFormatted FormatStats(IndicatorStatsPercentiles stats)
{
if (stats == null)
{
return GetNullStats();
}
return new IndicatorStatsPercentilesFormatted
{
Min = FormatNumber(stats.Min),
Max = FormatNumber(stats.Max),
Percentile25 = FormatNumber(stats.Percentile25),
Percentile75 = FormatNumber(stats.Percentile75)
};
}
public void TestPostProcessIndicatorStatsToLowerJsonFootPrint()
{
IndicatorStatsPercentiles statsPercentiles = new IndicatorStatsPercentiles
{
Min = 0.123456,
Max = 1.111111111111,
Percentile25 = 50,
Percentile75 = 50.22222222222222
};
new IndicatorStatsProcessor().Truncate(statsPercentiles);
Assert.AreEqual(0.12346, statsPercentiles.Min);
Assert.AreEqual(1.11111, statsPercentiles.Max);
Assert.AreEqual(50, statsPercentiles.Percentile25);
Assert.AreEqual(50.22222, statsPercentiles.Percentile75);
}
public void TestFormatStats()
{
var formatter = NumericFormatterFactory.NewWithLimits(GetMetadata(1), null);
var stats = new IndicatorStatsPercentiles
{
Min = 1.111111,
Max = 2.222222,
Percentile25 = 6.666666,
Percentile75 = 7.777777
};
var statsF = formatter.FormatStats(stats);
Assert.AreEqual("1.1", statsF.Min);
Assert.AreEqual("2.2", statsF.Max);
Assert.AreEqual("6.7", statsF.Percentile25);
Assert.AreEqual("7.8", statsF.Percentile75);
}
public abstract IndicatorStatsPercentilesFormatted FormatStats(IndicatorStatsPercentiles stats);
public void TestNullObjectFormattedCorrectlyIfStats3Dp()
{
IndicatorStatsPercentiles statsPercentiles = new IndicatorStatsPercentiles()
{
Min = 0.111,
Max = 0.111,
Percentile25 = 0,
Percentile75 = 0
};
NumericFormatter formatter = NumericFormatterFactory.NewWithLimits(GetMetadata(), statsPercentiles);
CoreDataSet data = CoreDataSet.GetNullObject(null);
formatter.Format(data);
Assert.AreEqual(NumericFormatter.NoValue, data.ValueFormatted);
}
private static void AssertValueAsExpected(IndicatorStatsPercentiles statsPercentiles, string expected, double val)
{
NumericFormatter formatter = NumericFormatterFactory.NewWithLimits(GetMetadata(), statsPercentiles);
CoreDataSet data = new CoreDataSet
{
Value = val
};
formatter.Format(data);
Assert.AreEqual(expected, data.ValueFormatted);
}
public void TestFormatProportionsLessThan10()
{
IndicatorStatsPercentiles statsPercentiles = new IndicatorStatsPercentiles
{
Max = 4.792910447761194
};
AssertValueAsExpected(statsPercentiles, "2.43", 2.432154729525536);
}
public void TestFormatProportionsCloseTo100()
{
IndicatorStatsPercentiles statsPercentiles = new IndicatorStatsPercentiles
{
Max = 100,
Min = 0
};
AssertValueAsExpected(statsPercentiles, "100", 100);
AssertValueAsExpected(statsPercentiles, "100", 99.9999999);
AssertValueAsExpected(statsPercentiles, "100", 99.95);
AssertValueAsExpected(statsPercentiles, "99.9", 99.94);
}
public void TestFormatIndicatorStatsMinMaxAtExpectedLimits()
{
IndicatorStatsPercentiles statsPercentiles = new IndicatorStatsPercentiles()
{
Min = 0,
Max = 100,
Percentile25 = 50,
Percentile75 = 50
};
NumericFormatter formatter = NumericFormatterFactory.NewWithLimits(new IndicatorMetadata { ValueTypeId = (int)ValueTypeId.Proportion }, statsPercentiles);
IndicatorStatsPercentilesFormatted statsFormatted = formatter.FormatStats(statsPercentiles);
Assert.AreEqual("0.0", statsFormatted.Min);
Assert.AreEqual("100", statsFormatted.Max);
}
public void TestFormatIndicatorStats()
{
IndicatorStatsPercentiles statsPercentiles = new IndicatorStatsPercentiles()
{
Min = 45.11,
Max = 89.34,
Percentile25 = 54,
Percentile75 = 75.88888
};
NumericFormatter formatter = NumericFormatterFactory.NewWithLimits(new IndicatorMetadata { ValueTypeId = (int)ValueTypeId.Proportion }, statsPercentiles);
IndicatorStatsPercentilesFormatted statsFormatted = formatter.FormatStats(statsPercentiles);
Assert.AreEqual("45.1", statsFormatted.Min);
Assert.AreEqual("89.3", statsFormatted.Max);
Assert.AreEqual("54.0", statsFormatted.Percentile25);
Assert.AreEqual("75.9", statsFormatted.Percentile75);
}
public List<SparklineRoot> BuildRoots(string parentAreaCode, int areaTypeId,
int profileId, int groupId, IList<string> dataTypes, int sexId)
{
var groupIds = profileReader.GetProfile(profileId).GroupIds;
IList<IArea> childAreas = areasReader
.GetChildAreas(parentAreaCode, areaTypeId).Cast<IArea>().ToList();
childAreas = IgnoredAreasFilterFactory.New(profileId).RemoveAreasIgnoredEverywhere(childAreas).ToList();
ComparatorMap comparatorMap = new ComparatorMapBuilder(new ParentArea(parentAreaCode, areaTypeId)).ComparatorMap;
var parentArea = AreaFactory.NewArea(areasReader,parentAreaCode);
parentCoreDataSetProvider = new CoreDataSetProviderFactory().New(parentArea);
var nationalArea = AreaFactory.NewArea(areasReader, AreaCodes.England);
nationalCoreDataSetProvider = new CoreDataSetProviderFactory().New(nationalArea);
// Get grouping for time info
IList<int> indicatorIds = groupDataReader.GetIndicatorIdsByGroupIdAndAreaTypeId(groupId, areaTypeId);
DoubleOverlappingCIsComparer comparer = new DoubleOverlappingCIsComparer();
IndicatorMetadataRepository repository = IndicatorMetadataRepository.Instance;
List<SparklineRoot> roots = new List<SparklineRoot>();
foreach (var indicatorId in indicatorIds)
{
var grouping = GetGrouping(groupIds, indicatorId, areaTypeId, sexId);
IndicatorMetadata metadata = repository.GetIndicatorMetadata(grouping);
IList<TimePeriod> timePeriods = grouping.GetTimePeriodIterator(metadata.YearType).TimePeriods;
SparklineRoot root = new SparklineRoot();
roots.Add(root);
List<ValueWithCIsData> allData = new List<ValueWithCIsData>();
foreach (IArea area in childAreas)
{
SparklineArea sparklineArea = new SparklineArea();
int startingAllDataCount = allData.Count;
foreach (TimePeriod timePeriod in timePeriods)
{
SparklineTimePoint timePoint = new SparklineTimePoint();
sparklineArea.TimePoints.Add(timePoint);
foreach (string dataType in dataTypes)
{
var data = GetData(area, dataType, grouping, timePeriod, allData);
timePoint.Data.Add(dataType, data);
}
// Are different? (comparatorId=10 “Within area 80/20 by deprivation”)
if (timePoint.Data.Count > 0)
{
ValueWithCIsData p1 = timePoint.Data[dataTypes[0]];
ValueWithCIsData p2 = timePoint.Data[dataTypes[1]];
Significance sig = comparer.Compare(p1, p2, metadata);
timePoint.AreDifferent = sig == Significance.Better || sig == Significance.Worse;
}
}
// Do not include areas with no data
if (allData.Count > startingAllDataCount)
{
root.AreaData.Add(area.Code, sparklineArea);
}
}
// Add statsPercentiles
if (allData.Count > 0)
{
IndicatorStatsPercentiles statsPercentiles = new IndicatorStatsPercentiles
{
Min = (from d in allData select d.LowerCI).Min<double>(),
Max = (from d in allData select d.UpperCI).Max<double>()
};
var builder = new TimePeriodTextListBuilder(metadata);
builder.AddRange(timePeriods);
IList<string> xLabels = builder.GetTimePeriodStrings();
SparklineStats sparklineStats = new SparklineStats(xLabels);
sparklineStats.IndicatorId = grouping.IndicatorId;
sparklineStats.Limits = new MinMaxRounder(statsPercentiles.Min, statsPercentiles.Max).Limits;
root.Stats = sparklineStats;
// Format
NumericFormatter formatter = NumericFormatterFactory.NewWithLimits(metadata, statsPercentiles);
new ValueWithCIsDataProcessor(formatter).FormatAndTruncateList(allData);
// Add comparator data
foreach (var comparator in comparatorMap.Comparators)
{
List<string> values = GetFormattedComparatorValues(timePeriods, metadata, grouping, formatter,
comparator.ComparatorId);
sparklineStats.ComparatorValues.Add(comparator.ComparatorId, values);
}
}
}
return roots;
}
