CsvRandomSimulator/2.basicGenerators.yml at master · gorayni/CsvRandomSimulator · GitHub

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!!com.csvsim.wrapper.CsvGenerator
fields:
- &doubleUniformRangefield {name: doubleUniformRange, type: DOUBLE}
- &doubleSplineRangefield {name: doubleSplineRange, type: DOUBLE}
- &doubleDiscretefield {name: doubleDiscrete, type: DOUBLE}
- &integerUniformRangeField {name: integerUniformRange, type: INTEGER}
- &integerSplineRangeField {name: integerSplineRange, type: INTEGER}
- &discreteIntegerField {name: discreteInteger, type: INTEGER}
- &fixedDateField {name: fixedDate, type: DATE}
- &fixedStringField {name: fixedString, type: STRING}
- &fixedDoubleField {name: fixedDouble, type: DOUBLE}
- &fixedIntegerField {name: fixedInteger, type: INTEGER}
- &uniformStringField {name: uniformString, type: STRING}
- &discreteStringField {name: discreteString, type: STRING}
- &uniqueIDField {name: uniqueID, type: LONG}
- &uniformDateField {name: uniformDate, type: DATE}
- &poissonProcessField1 {name: poissonProcess1, type: DATE}
- &poissonProcessField2 {name: poissonProcess2, type: DATE}
- &exponentialField {name: exponential, type: DOUBLE}
- &normalField {name: normal, type: DOUBLE}
- &paretoField {name: pareto, type: DOUBLE}
- &poissonField {name: poisson, type: DOUBLE}

generator: !!com.csvsim.wrapper.List
  generators:
  # DOUBLE GENERATOR
  - !!com.csvsim.wrapper.Double {field: *doubleUniformRangefield, min: -100, max: 100}
  - !!com.csvsim.wrapper.Double {field: *doubleSplineRangefield, min: -25.5, max: 25.5, spline: [10,8,5,2,0,2,5,8,10]}
  - !!com.csvsim.wrapper.Double {field: *doubleDiscretefield, discreteHistogram: {-1.5: 30, 0: 60, 10.8: 10}}
  # INTEGER GENERATOR
  - !!com.csvsim.wrapper.Integer {field: *integerUniformRangeField, min: -100, max: 100}
  - !!com.csvsim.wrapper.Integer {field: *integerSplineRangeField, min: -25, max: 25, spline: [10,8,5,2,0,2,5,8,10]}
  - !!com.csvsim.wrapper.Integer {field: *discreteIntegerField, discreteHistogram: {-1: 30, 0: 60, 10: 10}}
  # SETTER
  - !!com.csvsim.wrapper.Setter {field: *fixedDateField, value: "2001-12-15 2:59:43.10"}
  - !!com.csvsim.wrapper.Setter {field: *fixedStringField, value: FIXED}
  - !!com.csvsim.wrapper.Setter {field: *fixedDoubleField, value: 3}
  - !!com.csvsim.wrapper.Setter {field: *fixedIntegerField, value: 3}
  # STRING GENERATOR
  - !!com.csvsim.wrapper.String {field: *uniformStringField, values: [ONE, TWO, THREE]}
  - !!com.csvsim.wrapper.String {field: *discreteStringField, discreteHistogram: {A: 30, B: 60, C: 10}}
  # UNIQUE IDs GENERATOR
  # Creates incremental, random IDs from a start number
  - !!com.csvsim.wrapper.UniqueId {field: *uniqueIDField, startNumber: 100 }
  # UNIFORM DATE GENERATOR
  - !!com.csvsim.wrapper.UniformDate {field: *uniformDateField, initialDate: 2002-12-14, period: !!com.csvsim.wrapper.Period {days: 1, hours: 12} }
  # POISSON PROCESS GENERATOR
  # Creates ordered dates according to a start date and number of events
  # This example takes 25 samples from a period starting at 1-11-1985. Eighty percent of the samples occur between 9 and 10.
  - !!com.csvsim.wrapper.PoissonProcess {field: *poissonProcessField1, numArrivalsPerCycle: 25, startDate: 1985-11-01, probabilityByPeriod: { !!com.csvsim.wrapper.Period {hours: 9}: 10, !!com.csvsim.wrapper.Period {hours: 10}: 80, !!com.csvsim.wrapper.Period {hours: 24}: 10} }
  # This example takes 100 samples in a two day period starting on the current day
  - !!com.csvsim.wrapper.PoissonProcess {field: *poissonProcessField2, numArrivalsPerCycle: 100, probabilityByPeriod: { !!com.csvsim.wrapper.Period {days: 2}: 1} }
  # APACHE COMMONS MATH GENERATORS
  # To see more constructors http://commons.apache.org/proper/commons-math/apidocs/org/apache/commons/math3/distribution/package-summary.html
  - !!com.csvsim.wrapper.Exponential {field: *exponentialField, mean: 10}
  - !!com.csvsim.wrapper.Normal {field: *normalField, mean: 10, sd: 1}
  - !!com.csvsim.wrapper.Pareto {field: *paretoField }
  - !!com.csvsim.wrapper.Poisson {field: *poissonField, p: 1 }