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feat: copy_behaviors to make sub-classing easy (#3137)
* feat: copy_behaviors to make sub-classing easy * pylint errors and tests * make 'copy_behaviors' safer by making it immutable --------- Co-authored-by: Jim Pivarski <[email protected]> Co-authored-by: Jim Pivarski <[email protected]>
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# BSD 3-Clause License; see https://github.com/scikit-hep/awkward/blob/main/LICENSE | ||
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from __future__ import annotations | ||
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import numpy | ||
import pytest | ||
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import awkward as ak | ||
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def test(): | ||
class SuperVector: | ||
def add(self, other): | ||
"""Add two vectors together elementwise using `x` and `y` components""" | ||
return ak.zip( | ||
{"x": self.x + other.x, "y": self.y + other.y}, | ||
with_name="VectorTwoD", | ||
behavior=self.behavior, | ||
) | ||
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# first sub-class | ||
@ak.mixin_class(ak.behavior) | ||
class VectorTwoD(SuperVector): | ||
def __eq__(self, other): | ||
return ak.all(self.x == other.x) and ak.all(self.y == other.y) | ||
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v = ak.Array( | ||
[ | ||
[{"x": 1, "y": 1.1}, {"x": 2, "y": 2.2}], | ||
[], | ||
[{"x": 3, "y": 3.3}], | ||
[ | ||
{"x": 4, "y": 4.4}, | ||
{"x": 5, "y": 5.5}, | ||
{"x": 6, "y": 6.6}, | ||
], | ||
], | ||
with_name="VectorTwoD", | ||
behavior=ak.behavior, | ||
) | ||
v_added = ak.Array( | ||
[ | ||
[{"x": 2, "y": 2.2}, {"x": 4, "y": 4.4}], | ||
[], | ||
[{"x": 6, "y": 6.6}], | ||
[ | ||
{"x": 8, "y": 8.8}, | ||
{"x": 10, "y": 11}, | ||
{"x": 12, "y": 13.2}, | ||
], | ||
], | ||
with_name="VectorTwoD", | ||
behavior=ak.behavior, | ||
) | ||
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# add method works but the binary operator does not | ||
assert v.add(v) == v_added | ||
with pytest.raises(TypeError): | ||
v + v | ||
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# registering the operator makes everything work | ||
ak.behavior[numpy.add, "VectorTwoD", "VectorTwoD"] = lambda v1, v2: v1.add(v2) | ||
assert v + v == v_added | ||
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# second sub-class | ||
@ak.mixin_class(ak.behavior) | ||
class VectorTwoDAgain(VectorTwoD): | ||
pass | ||
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v = ak.Array( | ||
[ | ||
[{"x": 1, "y": 1.1}, {"x": 2, "y": 2.2}], | ||
[], | ||
[{"x": 3, "y": 3.3}], | ||
[ | ||
{"x": 4, "y": 4.4}, | ||
{"x": 5, "y": 5.5}, | ||
{"x": 6, "y": 6.6}, | ||
], | ||
], | ||
with_name="VectorTwoDAgain", | ||
behavior=ak.behavior, | ||
) | ||
# add method works but the binary operator does not | ||
assert v.add(v) == v_added | ||
with pytest.raises(TypeError): | ||
v + v | ||
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# instead of registering every operator again, just copy the behaviors of | ||
# another class to this class | ||
ak.behavior.update( | ||
ak._util.copy_behaviors(VectorTwoD, VectorTwoDAgain, ak.behavior) | ||
) | ||
assert v + v == v_added | ||
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# third sub-class | ||
@ak.mixin_class(ak.behavior) | ||
class VectorTwoDAgainAgain(VectorTwoDAgain): | ||
pass | ||
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v = ak.Array( | ||
[ | ||
[{"x": 1, "y": 1.1}, {"x": 2, "y": 2.2}], | ||
[], | ||
[{"x": 3, "y": 3.3}], | ||
[ | ||
{"x": 4, "y": 4.4}, | ||
{"x": 5, "y": 5.5}, | ||
{"x": 6, "y": 6.6}, | ||
], | ||
], | ||
with_name="VectorTwoDAgainAgain", | ||
behavior=ak.behavior, | ||
) | ||
# add method works but the binary operator does not | ||
assert v.add(v) == v_added | ||
with pytest.raises(TypeError): | ||
v + v | ||
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# instead of registering every operator again, just copy the behaviors of | ||
# another class to this class | ||
ak.behavior.update( | ||
ak._util.copy_behaviors(VectorTwoDAgain, VectorTwoDAgainAgain, ak.behavior) | ||
) | ||
assert v + v == v_added |