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trait EnoughParticipants { | |
/** Given probabilities of each participant attending in "probabilities", | |
* calculate the probability that at least "needed" participants will participate. | |
* | |
* The probability has to be accurate to the precision of 0.001. | |
*/ | |
def calculate(probabilities: List[Double], needed: Int): Double | |
} | |
class EnoughParticipantsImpl extends EnoughParticipants { | |
override def calculate(probabilities: List[Double], needed: Int): Double = { | |
roundTo001(combinations(probabilities, needed).foldLeft(0.0)((s, l) => probabilitySum(s, l.product))) | |
} | |
def combinations[T](list: List[T], elements: Int): List[List[T]] = { | |
if (list.size == elements) | |
List(list) | |
else if (elements == 1) | |
list.map(e => List(e)) | |
else | |
combinations(list.tail, elements - 1).map(l => list.head :: l) ::: combinations(list.tail, elements) | |
} | |
def probabilitySum(p1: Double, p2: Double) = p1 + p2 - p1 * p2 | |
def roundTo001(value: Double) = BigDecimal(value).setScale(3, BigDecimal.RoundingMode.HALF_UP).toDouble | |
} |
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