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require 'spec_helper'
describe Agents::PeakDetectorAgent do
before do
@valid_params = {
:name => "my peak detector agent",
:options => {
:expected_receive_period_in_days => "2",
:group_by_path => "filter",
:value_path => "count",
:message => "A peak was found"
}
}
@agent = Agents::PeakDetectorAgent.new(@valid_params)
@agent.user = users(:bob)
@agent.save!
end
describe "#receive" do
it "tracks and groups by the group_by_path" do
events = build_events(:keys => [:count, :filter],
:values => [[1, "something"], [2, "something"], [3, "else"]])
@agent.receive events
@agent.memory[:data][:something].map(&:first).should == [1, 2]
@agent.memory[:data][:something].last.last.should be_within(10).of((100 - 1).hours.ago.to_i)
@agent.memory[:data][:else].first.first.should == 3
@agent.memory[:data][:else].first.last.should be_within(10).of((100 - 2).hours.ago.to_i)
end
it "works without a group_by_path as well" do
@agent.options[:group_by_path] = ""
events = build_events(:keys => [:count], :values => [[1], [2]])
@agent.receive events
@agent.memory[:data][:no_group].map(&:first).should == [1, 2]
end
it "keeps a rolling window of data" do
@agent.options[:window_duration] = 5.hours
@agent.receive build_events(:keys => [:count],
:values => [1, 2, 3, 4, 5, 6, 7, 8].map {|i| [i]},
:pattern => { :filter => "something" })
@agent.memory[:data][:something].map(&:first).should == [4, 5, 6, 7, 8]
end
it "finds peaks" do
build_events(:keys => [:count],
:values => [5, 6,
4, 5,
8, 11,
15, 11, # peak
8, 5,
4, 5].map {|i| [i]},
:pattern => { :filter => "something" }).each.with_index do |event, index|
lambda {
@agent.receive([event])
}.should change { @agent.events.count }.by( index == 7 ? 1 : 0 )
end
@agent.events.last.payload[:peak].should == 15.0
@agent.memory[:peaks][:something].length.should == 1
end
it "keeps a rolling window of peaks" do
@agent.options[:window_duration] = 5.hours
@agent.options[:peak_spacing] = 1.hour
@agent.receive build_events(:keys => [:count],
:values => [1, 1, 1, 1, 1, 1, 10, 1, 1, 1, 10, 1, 1, 1, 10, 1].map {|i| [i]},
:pattern => { :filter => "something" })
@agent.memory[:peaks][:something].length.should == 2
end
it "works on real world data" do
pending "need examples"
end
end
describe "validation" do
before do
@agent.should be_valid
end
it "should validate presence of message" do
@agent.options[:message] = nil
@agent.should_not be_valid
end
it "should validate presence of expected_receive_period_in_days" do
@agent.options[:expected_receive_period_in_days] = ""
@agent.should_not be_valid
end
it "should validate presence of value_path" do
@agent.options[:value_path] = ""
@agent.should_not be_valid
end
end
end
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