class StdAggregator[T] extends TimeAwareReversibleAggregator[T, Double]
Reversible aggregator that calculates the (biased) standard deviation (e.g. square root of the variance) of the values in the window, weighted by time of validity. It is therefore time-aware and needs entries to be contained in the window.
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Instance Constructors
- new StdAggregator()(implicit n: Numeric[T])
Value Members
- final def !=(arg0: Any): Boolean
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- def addAndDrop(add: TSEntry[T], remove: TSEntry[T]): Unit
Combine the addition and the removal of entries from the aggregated value.
Combine the addition and the removal of entries from the aggregated value.
- add
the entry that will be added at the tail
- remove
the entry that will be removed at the head
- Definition Classes
- ReversibleAggregator
- def addAndDrop(add: TSEntry[T], currentWindow: Queue[TSEntry[T]]): Unit
Combine the addition and the removal of entries from the aggregated value.
Combine the addition and the removal of entries from the aggregated value.
- add
the value that will be added
- currentWindow
the current window, from which we will drop the first entry. Note that it does not yet contain 'add'
- Definition Classes
- ReversibleAggregator
- def addEntry(entry: TSEntry[T]): Unit
Update the internal aggregated value according to the entry that is about to be added to the window.
Update the internal aggregated value according to the entry that is about to be added to the window.
- Definition Classes
- StdAggregator → Aggregator
- def addEntry(e: TSEntry[T], currentWindow: Queue[TSEntry[T]]): Unit
Update the internal aggregated value according to the entry that is about to be added to the window.
Update the internal aggregated value according to the entry that is about to be added to the window.
- e
the entry that is about to enter the window
- currentWindow
the current content of the window: it does not include 'e' at this point.
- Definition Classes
- Aggregator
- Note
By default this ignores the currentWindow and passes the entry to the function that only takes the entry. If you want to use the entire window in the aggregaton you can override this method.
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- def currentValue: Option[Double]
- returns
the current aggregated value or None
- Definition Classes
- StdAggregator → Aggregator
- def dropEntry(entry: TSEntry[T]): Unit
Updates the aggregated value according to the fact that this entry is being removed.
Updates the aggregated value according to the fact that this entry is being removed.
- entry
to remove from the head of the window
- Definition Classes
- StdAggregator → ReversibleAggregator
- def dropHead(currentWindow: Queue[TSEntry[T]]): Unit
Updates the aggregated value according to the fact that the head of the currentWindow is being removed.
Updates the aggregated value according to the fact that the head of the currentWindow is being removed.
- currentWindow
the current content of the window. It still contains the entry that has to be removed
- Definition Classes
- ReversibleAggregator
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