omnibot/test/contrib/markov/chain_test.exs

defmodule MarkovChainTest do
  use ExUnit.Case
  alias Omnibot.Contrib.Markov.Chain

  test "chain train works correctly" do
    chain = %Chain {order: 2}
            |> Chain.train(~w(foo bar baz))
    assert chain.chain == %{
      ["bar", "baz"] => %{nil => 1},
      ["foo", "bar"] => %{"baz" => 1},
    }

    chain = chain |> Chain.train(~w(foo bar baz))

    assert chain.chain == %{
      ["bar", "baz"] => %{nil => 2},
      ["foo", "bar"] => %{"baz" => 2},
    }

    chain = chain |> Chain.train(~w(baz bar foo))

    assert chain.chain == %{
      ["bar", "foo"] => %{nil => 1},
      ["baz", "bar"] => %{"foo" => 1},
      ["bar", "baz"] => %{nil => 2},
      ["foo", "bar"] => %{"baz" => 2},
    }

    chain = chain |> Chain.train(~w(a b c))
    assert chain.chain == %{
      ["b", "c"] => %{nil => 1},
      ["a", "b"] => %{"c" => 1},
      ["bar", "foo"] => %{nil => 1},
      ["baz", "bar"] => %{"foo" => 1},
      ["bar", "baz"] => %{nil => 2},
      ["foo", "bar"] => %{"baz" => 2},
    }
  end

  test "chain add_weight works correctly" do
    chain = %Chain {order: 2}
            |> Chain.add_weight(["foo", "bar"], "baz")
    assert chain.chain == %{
      ["foo", "bar"] => %{"baz" => 1},
    }

    chain = chain |> Chain.add_weight(["foo", "bar"], "baz", 2)

    assert chain.chain == %{
      ["foo", "bar"] => %{"baz" => 3},
    }

    chain = chain |> Chain.add_weight(["foo", "bar"], "qux")
    assert chain.chain == %{
      ["foo", "bar"] => %{"baz" => 3, "qux" => 1},
    }

    chain = chain |> Chain.add_weight(["bar", "baz"], "qux")
    assert chain.chain == %{
      ["bar", "baz"] => %{"qux" => 1},
      ["foo", "bar"] => %{"baz" => 3, "qux" => 1},
    }

    chain = chain |> Chain.add_weight(["bar", "baz"], nil)
    assert chain.chain == %{
      ["bar", "baz"] => %{"qux" => 1, nil => 1},
      ["foo", "bar"] => %{"baz" => 3, "qux" => 1},
    }
  end
end