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Adding missing seasonal components files.
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module TeaLeaves | ||
class SeasonalComponents | ||
def initialize(period, data) | ||
@period = period | ||
@data = data | ||
end | ||
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def seasonal_averages | ||
@seasonal_averages ||= seasonal_groups.map do |group| | ||
group.inject(&:+) / group.size.to_f | ||
end | ||
end | ||
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def seasonal_factors(operation = :-) | ||
@seasonal_factors ||= seasonal_averages.map {|i| i.send(operation, avg) } | ||
end | ||
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private | ||
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def avg | ||
@avg ||= seasonal_averages.inject(&:+) / @period.to_f | ||
end | ||
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def seasonal_groups | ||
@data.take(@period).zip( *(@data.drop(@period).each_slice(@period)) ).map(&:compact) | ||
end | ||
end | ||
end |
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require 'spec_helper' | ||
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describe TeaLeaves::SeasonalComponents do | ||
it "returns seasonal averages for a period" do | ||
described_class.new(4, [1,2,1,3,2,4,1,9]).seasonal_averages. | ||
should == [1.5, 3, 1, 6] | ||
end | ||
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it "returns seasonal averages for a period, with ragged data" do | ||
described_class.new(4, [1,2,1,3,2,4,1,9, 3]).seasonal_averages. | ||
should == [2, 3, 1, 6] | ||
end | ||
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it "returns seasonal weights" do | ||
described_class.new(4, [1,2,1,3,2,4,1,9,3]).seasonal_factors. | ||
should == [-1.0, 0.0, -2.0, 3.0] | ||
end | ||
end |