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| from featuretools.primitives import * | |||
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Coverage 99.21% 99.21%
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Files 143 143
Lines 16869 16907 +38
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+ Hits 16737 16775 +38
Misses 132 132
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| def get_function(self): | ||
| def part_of_day(vals): | ||
| return vals.apply(lambda x: self.get_part_of_day(x.hour)) |
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Can we see if there is a faster way to implement this primitive? Can we vectorize it or look for a faster approach? Perhaps a pd.merge?
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It also might be worth doing performance checking and using the fastest approach
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Sounds good, I will look into it right now
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I'm still trying to get it to work -- haven't been able to find a way that doesn't involve a map of some kind (because the output is not boolean). Does anyone have any tips? Right now it's about 4x slower than something like IsWeekend().
Merge branch 'part-of-day' of https://github.com/alteryx/featuretools into part-of-day
docs/source/release_notes.rst
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| * Enhancements | ||
| * Add ``DayOfYear``, ``DaysInMonth``, ``Quarter``, ``IsLeapYear``, ``IsQuarterEnd``, ``IsQuarterStart`` transform primitives (:pr:`2110`, :pr:`2117`) | ||
| * Add ``IsMonthEnd``, ``IsMonthStart`` transform primitives (:pr:`2121`) | ||
| * Add ``IsMonthEnd``, ``IsMonthStart`` transform primitives (:pr:`2121`, :pr:`2128`) |
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Shouldn't there be a new line with PartOfDay and this PR # ?
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| answer = [i if not pd.isna(i) else None for i in answer] | ||
| correct_answer = [i if not pd.isna(i) else None for i in correct_answer] | ||
| np.testing.assert_array_equal(answer, correct_answer) |
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a nit, but convention is to compare expected and actual, not answer and correct_answer
Merge branch 'part-of-day' of https://github.com/alteryx/featuretools into part-of-day
| return month | ||
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| class PartOfDay(TransformPrimitive): |
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Sorry, just thought of this, but can you add boundaries of all different types in the doc string?
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fixes #2059