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PythonUtil: weightedChoice should throw IndexError on empty list
Also includes a unit test. Closes #682
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@ -1130,6 +1130,10 @@ def weightedChoice(choiceList, rng=random.random, sum=None):
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"""given a list of (weight, item) pairs, chooses an item based on the
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"""given a list of (weight, item) pairs, chooses an item based on the
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weights. rng must return 0..1. if you happen to have the sum of the
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weights. rng must return 0..1. if you happen to have the sum of the
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weights, pass it in 'sum'."""
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weights, pass it in 'sum'."""
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# Throw an IndexError if we got an empty list.
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if not choiceList:
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raise IndexError('Cannot choose from an empty sequence')
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# TODO: add support for dicts
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# TODO: add support for dicts
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if sum is None:
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if sum is None:
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sum = 0.
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sum = 0.
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@ -1138,6 +1142,7 @@ def weightedChoice(choiceList, rng=random.random, sum=None):
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rand = rng()
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rand = rng()
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accum = rand * sum
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accum = rand * sum
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item = None
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for weight, item in choiceList:
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for weight, item in choiceList:
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accum -= weight
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accum -= weight
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if accum <= 0.:
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if accum <= 0.:
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@ -1,4 +1,5 @@
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from direct.showbase import PythonUtil
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from direct.showbase import PythonUtil
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import pytest
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def test_queue():
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def test_queue():
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@ -103,3 +104,64 @@ def test_priority_callbacks():
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pc.clear()
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pc.clear()
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pc()
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pc()
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assert len(l) == 0
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assert len(l) == 0
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def test_weighted_choice():
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# Test PythonUtil.weightedChoice() with no valid list.
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with pytest.raises(IndexError):
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PythonUtil.weightedChoice([])
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# Create a sample choice list.
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# This contains a few tuples containing only a weight
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# and an arbitrary item.
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choicelist = [(3, 'item1'), (1, 'item2'), (7, 'item3')]
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# These are the items that we expect.
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items = ['item1', 'item2', 'item3']
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# Test PythonUtil.weightedChoice() with our choice list.
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item = PythonUtil.weightedChoice(choicelist)
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# Assert that what we got was at least an available item.
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assert item in items
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# Create yet another sample choice list, but with a couple more items.
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choicelist = [(2, 'item1'), (25, 'item2'), (14, 'item3'), (5, 'item4'),
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(7, 'item5'), (3, 'item6'), (6, 'item7'), (50, 'item8')]
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# Set the items that we expect again.
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items = ['item1', 'item2', 'item3', 'item4', 'item5', 'item6', 'item7', 'item8']
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# The sum of all of the weights is 112.
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weightsum = 2 + 25 + 14 + 5 + 7 + 3 + 6 + 50
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# Test PythonUtil.weightedChoice() with the sum.
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item = PythonUtil.weightedChoice(choicelist, sum=weightsum)
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# Assert that we got a valid item (most of the time this should be 'item8').
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assert item in items
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# Test PythonUtil.weightedChoice(), but with an invalid sum.
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item = PythonUtil.weightedChoice(choicelist, sum=1)
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# Assert that we got 'item1'.
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assert item == items[0]
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# Test PythonUtil.weightedChoice() with an invalid sum.
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# This time, we're using 2000 so that regardless of the random
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# number, we will still reach the very last item.
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item = PythonUtil.weightedChoice(choicelist, sum=100000)
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# Assert that we got 'item8', since we would get the last item.
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assert item == items[-1]
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# Create a bogus random function.
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rnd = lambda: 0.5
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# Test PythonUtil.weightedChoice() with the bogus function.
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item = PythonUtil.weightedChoice(choicelist, rng=rnd, sum=weightsum)
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# Assert that we got 'item6'.
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# We expect 'item6' because 0.5 multiplied by 112 is 56.0.
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# When subtracting that number by each weight, it will reach 0
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# by the time it hits 'item6' in the iteration.
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assert item == items[5]
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