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- require 'rails_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",
- 'min_events' => "4"
- }
- }
- @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
- expect(@agent.memory['data']['something'].map(&:first)).to eq([1, 2])
- expect(@agent.memory['data']['something'].last.last).to be_within(10).of((100 - 1).hours.ago.to_i)
- expect(@agent.memory['data']['else'].first.first).to eq(3)
- expect(@agent.memory['data']['else'].first.last).to 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
- expect(@agent.memory['data']['no_group'].map(&:first)).to eq([1, 2])
- end
- it "keeps a rolling window of data" do
- @agent.options['window_duration_in_days'] = 5/24.0
- @agent.receive build_events(:keys => ['count'],
- :values => [1, 2, 3, 4, 5, 6, 7, 8].map {|i| [i]},
- :pattern => { 'filter' => "something" })
- expect(@agent.memory['data']['something'].map(&:first)).to eq([4, 5, 6, 7, 8])
- end
- it "finds peaks" do
- build_events(:keys => ['count'],
- :values => [5, 6,
- 4, 5,
- 4, 5,
- 15, 11, # peak
- 8, 50, # ignored because it's too close to the first peak
- 4, 5].map {|i| [i]},
- :pattern => { 'filter' => "something" }).each.with_index do |event, index|
- expect {
- @agent.receive([event])
- }.to change { @agent.events.count }.by( index == 6 ? 1 : 0 )
- end
- expect(@agent.events.last.payload['peak']).to eq(15.0)
- expect(@agent.memory['peaks']['something'].length).to eq(1)
- end
- it "keeps a rolling window of peaks" do
- @agent.options['min_peak_spacing_in_days'] = 1/24.0
- @agent.receive build_events(:keys => ['count'],
- :values => [1, 1, 1, 1, 1, 1, 10, 1, 1, 1, 1, 1, 1, 1, 10, 1].map {|i| [i]},
- :pattern => { 'filter' => "something" })
- expect(@agent.memory['peaks']['something'].length).to eq(2)
- end
- it 'waits and accumulates min events before triggering for peaks' do
- @agent.options['min_peak_spacing_in_days'] = 1/24.0
- @agent.options['min_events'] = '10'
- @agent.receive build_events(:keys => ['count'],
- :values => [1, 1, 1, 1, 1, 1, 10, 1, 1, 1, 1, 1, 1, 1, 10, 1].map {|i| [i]},
- :pattern => { 'filter' => "something" })
- expect(@agent.memory['peaks']['something'].length).to eq(1)
- end
- it 'raised an exception if the extracted data can not be casted to a float' do
- event = Event.new(payload: {count: ["not working"]})
- expect {
- @agent.receive([event])
- }.to raise_error(NoMethodError, /undefined method `to_f'/)
- end
- end
- describe "validation" do
- before do
- expect(@agent).to be_valid
- end
- it "should validate presence of message" do
- @agent.options['message'] = nil
- expect(@agent).not_to be_valid
- end
- it "should validate presence of expected_receive_period_in_days" do
- @agent.options['expected_receive_period_in_days'] = ""
- expect(@agent).not_to be_valid
- end
- it "should validate presence of value_path" do
- @agent.options['value_path'] = ""
- expect(@agent).not_to be_valid
- end
- it "should validate search_url" do
- @agent.options['search_url'] = 'https://twitter.com/'
- expect(@agent).not_to be_valid
- @agent.options['search_url'] = 'https://twitter.com/{q}'
- expect(@agent).to be_valid
- end
- end
- end
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