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MonadicEventRecordsTransformations

Guides

  • Monadic Event Records Transformations

Tech Notes

  • Parameterized Event Records Data Transformations

Symbols

  • EmptyComputationSpecificationRow
  • ERTMonAddToContext
  • ERTMonAggregateTimeSeries
  • ERTMonApplyTimeSeriesFunction
  • ERTMonAssignContextTo
  • ERTMonAssignTo
  • ERTMonAssignValueTo
  • ERTMonBind
  • ERTMonComputeVariableStatistic
  • ERTMonContexts
  • ERTMonDropComputationSpecification
  • ERTMonDropContingencyMatrices
  • ERTMonDropEntityAttributes
  • ERTMonDropEntityVariableRecordGroups
  • ERTMonDropEventRecords
  • ERTMonDropFromContext
  • ERTMonDropNormalizationValues
  • ERTMonDropTimeSeries
  • ERTMonDropVariableOutlierBoundaries
  • ERTMonEchoContext
  • ERTMonEchoDataSummary
  • ERTMonEchoFunctionContext
  • ERTMonEchoFunctionValue
  • ERTMonEcho
  • ERTMonEchoValue
  • ERTMonEntityVariableGroupsToTimeSeries
  • ERTMonFail
  • ERTMonFindNormalizationValue
  • ERTMonFindVariableOutlierBoundaries
  • ERTMonFold
  • ERTMonGroupEntityVariableRecords
  • ERTMonIfElse
  • ERTMonIf
  • ERTMonIterate
  • ERTMonMakeContingencyMatrices
  • ERTMonMakeContingencyMatrix
  • ERTMonModifyContext
  • ERTMonModule
  • ERTMon
  • ERTMonNest
  • ERTMonNestWhile
  • ERTMonNormalize
  • ERTMonOption
  • ERTMonProcessComputationSpecification
  • ERTMonPutContext
  • ERTMonPutValue
  • ERTMonReadData
  • ERTMonRemapEntitiesByGroups
  • ERTMonRetrieveFromContext
  • ERTMonSetComputationSpecification
  • ERTMonSetContext
  • ERTMonSetContingencyMatrices
  • ERTMonSetEntityAttributes
  • ERTMonSetEntityVariableRecordGroups
  • ERTMonSetEventRecords
  • ERTMonSetNormalizationValues
  • ERTMonSetTimeSeries
  • ERTMonSetValue
  • ERTMonSetVariableOutlierBoundaries
  • ERTMonSucceed
  • ERTMonTakeComputationSpecification
  • ERTMonTakeContext
  • ERTMonTakeContingencyMatrices
  • ERTMonTakeContingencyMatrix
  • ERTMonTakeEntityAttributes
  • ERTMonTakeEntityVariableRecordGroups
  • ERTMonTakeEventRecords
  • ERTMonTakeNormalizationValues
  • ERTMonTakeTimeSeries
  • ERTMonTakeValue
  • ERTMonTakeVariableOutlierBoundaries
  • ERTMonToTimeSeries
  • ERTMonUnit
  • ERTMonUnitQ
  • ERTMonWhen
  • ProcessComputationSpecification
  • WeatherEventRecords
  • $ERTMonFailure
AntonAntonov`MonadicEventRecordsTransformations`
ERTMonProcessComputationSpecification
​
ERTMonProcessComputationSpecification[spec]
convert a user-made specification
spec
dataset into a form used by
ERTMon
.
​
Details and Options
Examples  
(1)
Basic Examples  
(1)
Empty computational specification row:
In[1]:=
EmptyComputationSpecificationRow
[]
Out[1]=
VariableMissing[],Explanation,MaxHistoryLength3600,AggregationIntervalLength60,AggregationFunctionMean,NormalizationScopeEntity,NormalizationFunctionNone
Assign max history length to be 3 weeks and aggregation interval to be 4 hours:
In[2]:=
{maxHistoryLength,aggIntervalLength}={3600*24*7*3,4*3600};
Example computational specification:
In[3]:=
specRows=​​Flatten@OuterJoin
EmptyComputationSpecificationRow
[],"Variable"#1,"MaxHistoryLength"maxHistoryLength,"AggregationIntervalLength"aggIntervalLength,"AggregationFunction"#2,"NormalizationScope""Entity","NormalizationFunction""Mean"&,{"Temperature","Heartbeat","RespiratoryRate"},{"Mean","Range"};​​
ProcessComputationSpecification
[Dataset[specRows]]
Out[3]=
Variable
Explanation
MaxHistoryLength
AggregationIntervalLength
AggregationFunction
NormalizationScope
NormalizationFunction
Temperature.Mean
Temperature
1814400
14400
Mean
Entity
Mean
Temperature.Range
Temperature
1814400
14400
Range
Entity
Mean
Heartbeat.Mean
Heartbeat
1814400
14400
Mean
Entity
Mean
Heartbeat.Range
Heartbeat
1814400
14400
Range
Entity
Mean
RespiratoryRate.Mean
RespiratoryRate
1814400
14400
Mean
Entity
Mean
RespiratoryRate.Range
RespiratoryRate
1814400
14400
Range
Entity
Mean
SeeAlso
EmptyComputationSpecificationRow
""

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