MockSeries

ClassMockMagiccom.wetzold.mock-magic

public static class MockSeries

Static class for generating series data with various patterns.

Methods

GenerateLabels(LabelPreset, int, int, int, string[])

public static string[] GenerateLabels(LabelPreset preset, int count, int startIndex = 0, int startYear = 2020, string[] customLabels = null)

Generate labels based on preset.

Parameters

Name	Type	Description
preset	MockMagic.LabelPreset	The label preset to use.
count	System.Int32	Number of labels to generate.
startIndex	System.Int32	Starting index for cycling through label arrays (used for streaming). Can be negative for prepending.
startYear	System.Int32	Starting year for year-based presets.
customLabels	System.String[]	Custom labels for Custom preset.

Returns

System.String[]

Generate(SeriesPattern, int, float, float, float, LabelPreset, int, string, string[])

public static MockDataPoint[] Generate(SeriesPattern pattern, int count = 12, float min = 0, float max = 100, float noise = 0.1, LabelPreset labelPreset = LabelPreset.Numeric, int seriesIndex = 0, string seriesName = null, string[] customLabels = null)

Generates one labeled series whose values follow the selected shape inside the requested range, with optional random deviation.

Parameters

Name	Type	Description
pattern	MockMagic.SeriesPattern	Shape used to distribute values across the series.
count	System.Int32	Number of points to generate.
min	System.Single	Lower bound and pattern baseline.
max	System.Single	Upper bound and pattern peak.
noise	System.Single	Random deviation as a fraction of the min to max range.
labelPreset	MockMagic.LabelPreset	Built-in label sequence applied to the points.
seriesIndex	System.Int32	Zero-based series identifier stored on every point.
seriesName	System.String	Optional display name stored on every point.
customLabels	System.String[]	Labels cycled when labelPreset is MockMagic.LabelPreset.Custom.

Returns

MockMagic.MockDataPoint[]: A new array containing the generated points in display order.

GenerateMultiSeries(SeriesPattern, int, int, float, float, float, LabelPreset, string[], string[])

public static MockDataPoint[][] GenerateMultiSeries(SeriesPattern pattern, int seriesCount = 3, int pointCount = 12, float min = 0, float max = 100, float noise = 0.1, LabelPreset labelPreset = LabelPreset.Numeric, string[] seriesNames = null, string[] customLabels = null)

Generates multiple independent series with the same pattern and label axis.

Parameters

Name	Type	Description
pattern	MockMagic.SeriesPattern	Shape used to distribute values within each series.
seriesCount	System.Int32	Number of series to generate.
pointCount	System.Int32	Number of points in each series.
min	System.Single	Lower value bound and pattern baseline.
max	System.Single	Upper value bound and pattern peak.
noise	System.Single	Random deviation as a fraction of the min to max range.
labelPreset	MockMagic.LabelPreset	Built-in label sequence shared by the generated series.
seriesNames	System.String[]	Optional names matched by zero-based series index.
customLabels	System.String[]	Labels cycled when labelPreset is MockMagic.LabelPreset.Custom.

Returns

MockMagic.MockDataPoint[][]: A new outer array containing one point array per series.

GenerateValues(SeriesPattern, int, float, float, float)

public static float[] GenerateValues(SeriesPattern pattern, int count, float min = 0, float max = 100, float noise = 0.1)

Generates raw values for a pattern without labels or series metadata.

Parameters

Name	Type	Description
pattern	MockMagic.SeriesPattern	Shape used to distribute the values.
count	System.Int32	Number of values to generate.
min	System.Single	Lower value bound and pattern baseline.
max	System.Single	Upper value bound and pattern peak.
noise	System.Single	Random deviation as a fraction of the min to max range.

Returns

System.Single[]: A new array containing the generated values in series order.

Random(int, float, float, LabelPreset)

public static MockDataPoint[] Random(int count = 12, float min = 0, float max = 100, LabelPreset labelPreset = LabelPreset.Numeric)

Generate random series data.

Parameters

Name	Type
count	System.Int32
min	System.Single
max	System.Single
labelPreset	MockMagic.LabelPreset

Returns

MockMagic.MockDataPoint[]

Linear(int, float, float, float, LabelPreset)

public static MockDataPoint[] Linear(int count = 12, float min = 0, float max = 100, float noise = 0.1, LabelPreset labelPreset = LabelPreset.Numeric)

Generate linear series data.

Parameters

Name	Type
count	System.Int32
min	System.Single
max	System.Single
noise	System.Single
labelPreset	MockMagic.LabelPreset

Returns

MockMagic.MockDataPoint[]

Exponential(int, float, float, float, LabelPreset)

public static MockDataPoint[] Exponential(int count = 12, float min = 0, float max = 100, float noise = 0.1, LabelPreset labelPreset = LabelPreset.Numeric)

Generate exponential series data.

Parameters

Name	Type
count	System.Int32
min	System.Single
max	System.Single
noise	System.Single
labelPreset	MockMagic.LabelPreset

Returns

MockMagic.MockDataPoint[]

Sine(int, float, float, float, LabelPreset)

public static MockDataPoint[] Sine(int count = 12, float min = 0, float max = 100, float noise = 0.1, LabelPreset labelPreset = LabelPreset.Numeric)

Generate sine wave series data.

Parameters

Name	Type
count	System.Int32
min	System.Single
max	System.Single
noise	System.Single
labelPreset	MockMagic.LabelPreset

Returns

MockMagic.MockDataPoint[]

TrendingUp(int, float, float, float, LabelPreset)

public static MockDataPoint[] TrendingUp(int count = 12, float min = 0, float max = 100, float noise = 0.1, LabelPreset labelPreset = LabelPreset.Numeric)

Generate trending up series data.

Parameters

Name	Type
count	System.Int32
min	System.Single
max	System.Single
noise	System.Single
labelPreset	MockMagic.LabelPreset

Returns

MockMagic.MockDataPoint[]

TrendingDown(int, float, float, float, LabelPreset)

public static MockDataPoint[] TrendingDown(int count = 12, float min = 0, float max = 100, float noise = 0.1, LabelPreset labelPreset = LabelPreset.Numeric)

Generate trending down series data.

Parameters

Name	Type
count	System.Int32
min	System.Single
max	System.Single
noise	System.Single
labelPreset	MockMagic.LabelPreset

Returns

MockMagic.MockDataPoint[]

Seasonal(int, float, float, float, LabelPreset)

public static MockDataPoint[] Seasonal(int count = 12, float min = 0, float max = 100, float noise = 0.1, LabelPreset labelPreset = LabelPreset.Months)

Generate seasonal series data.

Parameters

Name	Type
count	System.Int32
min	System.Single
max	System.Single
noise	System.Single
labelPreset	MockMagic.LabelPreset

Returns

MockMagic.MockDataPoint[]

Stepped(int, float, float, float, LabelPreset)

public static MockDataPoint[] Stepped(int count = 12, float min = 0, float max = 100, float noise = 0.05, LabelPreset labelPreset = LabelPreset.Numeric)

Generate stepped series data.

Parameters

Name	Type
count	System.Int32
min	System.Single
max	System.Single
noise	System.Single
labelPreset	MockMagic.LabelPreset

Returns

MockMagic.MockDataPoint[]

Sparse(int, float, float, LabelPreset)

public static MockDataPoint[] Sparse(int count = 12, float min = 0, float max = 100, LabelPreset labelPreset = LabelPreset.Numeric)

Generate sparse series data.

Parameters

Name	Type
count	System.Int32
min	System.Single
max	System.Single
labelPreset	MockMagic.LabelPreset

Returns

MockMagic.MockDataPoint[]

RandomWalk(int, float, float, float, LabelPreset)

public static MockDataPoint[] RandomWalk(int count = 12, float min = 0, float max = 100, float noise = 0.05, LabelPreset labelPreset = LabelPreset.Numeric)

Generate random walk series data (stock-like).

Parameters

Name	Type
count	System.Int32
min	System.Single
max	System.Single
noise	System.Single
labelPreset	MockMagic.LabelPreset

Returns

MockMagic.MockDataPoint[]

BellCurve(int, float, float, float, LabelPreset)

public static MockDataPoint[] BellCurve(int count = 12, float min = 0, float max = 100, float noise = 0.05, LabelPreset labelPreset = LabelPreset.Numeric)

Generate bell curve series data.

Parameters

Name	Type
count	System.Int32
min	System.Single
max	System.Single
noise	System.Single
labelPreset	MockMagic.LabelPreset

Returns

MockMagic.MockDataPoint[]

GaussianNoise(int, float, float, float, LabelPreset)

public static MockDataPoint[] GaussianNoise(int count = 12, float min = 0, float max = 100, float noise = 0.15, LabelPreset labelPreset = LabelPreset.Numeric)

Generate Gaussian-noise series data centred on the range midpoint.

Parameters

Name	Type
count	System.Int32
min	System.Single
max	System.Single
noise	System.Single
labelPreset	MockMagic.LabelPreset

Returns

MockMagic.MockDataPoint[]