Fix issue with unsigned integers
Fixes https://github.com/dlozeve/bqn-npy/issues/1. The spec says that •bit._cast should support 32-bit uints [1], but CBQN does not [2]. To get around this, we just use signed integers, which works for numbers smaller than 2^31. Above that, it will wrap around and (probably) fail, but CBQN does not support them anyway (except by converting them to doubles). From Marshall: > All of the provided functions at this time are identical on i32 and > u32, because they work (mod 2^32) and the only difference between > those formats is to add or subtract 2^32 from numbers outside the > range [0,2^31). > If you want to run on u32s stored directly as numbers in BQN (they > won't fit in i32 and will be stored as double!) you can •bit._cast > those into a signed format at the beginning and then back out at the > end. [1] https://mlochbaum.github.io/BQN/spec/system.html#bitwise-operations [2] https://matrix.to/#/!EjsgbQQNuTfHXQoiax:matrix.org/$PL2AYNlLQuYhPftdt7yw7rW9heiVEEeATte2zOt2BYk
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3 changed files with 16 additions and 6 deletions
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gentest.py
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gentest.py
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# /// script
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# dependencies = ["numpy"]
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# ///
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import numpy as np
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def main():
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for endianness in "<>":
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for typ in "fiu":
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for size in "48":
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dtype=endianness + typ + size
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arr = np.zeros((2,3,4), dtype=dtype)
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dtype = endianness + typ + size
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arr = np.zeros((2, 3, 4), dtype=dtype)
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np.save(f"test{dtype}.npy", arr)
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if __name__ == '__main__':
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if __name__ == "__main__":
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main()
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6
npy.bqn
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npy.bqn
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@ -4,7 +4,11 @@ lf←@+10
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magicString←(@+147)∾"NUMPY"
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# Type conversions
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dtypes‿formats←⟨"<f8","<i4","<u4"⟩‿⟨64‿'f',32‿'i',32‿'u'⟩
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# CBQN does not support other widths than 1 for 'u'. However, signed
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# and unsigned integers seem to have the same behavior for numbers
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# below 2⋆31.
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dtypes‿formats←⟨"<f8","<i4","<u4"⟩‿⟨64‿'f',32‿'i',1‿'u'⟩
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DtypeToFormat←{(⊑dtypes⊐<𝕩)⊑formats}
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ArrayToBytes←{⟨DtypeToFormat 𝕨,8‿'c'⟩•bit._cast 𝕩}
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ArrayFromBytes←{⟨8‿'c',DtypeToFormat 𝕨⟩•bit._cast 𝕩}
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@ -1,8 +1,8 @@
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⟨SaveNpy,LoadNpy⟩←•Import"npy.bqn"
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floatArr←2‿3•rand.Range 0
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intArr←50-˜2‿3•rand.Range 100
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uintArr←2‿3•rand.Range 100
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intArr←(2⋆31)-˜2‿3•rand.Range 2⋆32
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uintArr←2‿3•rand.Range 2⋆31
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"test_float.npy"SaveNpy floatArr
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"test_int.npy"SaveNpy intArr
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