|
| 1 | +import pytest |
| 2 | +from hypothesis import given |
| 3 | +from hypothesis import strategies as st |
| 4 | + |
| 5 | +from . import _array_module as xp |
| 6 | +from . import dtype_helpers as dh |
| 7 | +from . import hypothesis_helpers as hh |
| 8 | +from . import pytest_helpers as ph |
| 9 | +from . import xps |
| 10 | +from .typing import DataType, Param, ScalarType |
| 11 | + |
| 12 | + |
| 13 | +@given(hh.shapes(), st.data()) |
| 14 | +def test_getitem(shape, data): |
| 15 | + x = data.draw(xps.arrays(dtype=xps.scalar_dtypes(), shape=shape), label="x") |
| 16 | + key = data.draw(xps.indices(shape=shape), label="key") |
| 17 | + |
| 18 | + out = x[key] |
| 19 | + |
| 20 | + ph.assert_dtype("__getitem__", x.dtype, out.dtype) |
| 21 | + |
| 22 | + _key = tuple(key) if isinstance(key, tuple) else (key,) |
| 23 | + if Ellipsis in _key: |
| 24 | + start_a = _key.index(Ellipsis) |
| 25 | + stop_a = start_a + (len(shape) - (len(_key) - 1)) |
| 26 | + slices = tuple(slice(None, None) for _ in range(start_a, stop_a)) |
| 27 | + _key = _key[:start_a] + slices + _key[start_a + 1 :] |
| 28 | + expected = [] |
| 29 | + for a, i in enumerate(_key): |
| 30 | + if isinstance(i, slice): |
| 31 | + r = range(shape[a])[i] |
| 32 | + expected.append(len(r)) |
| 33 | + expected = tuple(expected) |
| 34 | + ph.assert_shape("__getitem__", out.shape, expected) |
| 35 | + |
| 36 | + # TODO: fold in all remaining concepts from test_indexing.py |
| 37 | + |
| 38 | + |
| 39 | +# TODO: test_setitem |
| 40 | + |
| 41 | + |
| 42 | +def make_param(method_name: str, dtype: DataType, stype: ScalarType) -> Param: |
| 43 | + return pytest.param( |
| 44 | + method_name, dtype, stype, id=f"{method_name}({dh.dtype_to_name[dtype]})" |
| 45 | + ) |
| 46 | + |
| 47 | + |
| 48 | +@pytest.mark.parametrize( |
| 49 | + "method_name, dtype, stype", |
| 50 | + [make_param("__bool__", xp.bool, bool)] |
| 51 | + + [make_param("__int__", d, int) for d in dh.all_int_dtypes] |
| 52 | + + [make_param("__index__", d, int) for d in dh.all_int_dtypes] |
| 53 | + + [make_param("__float__", d, float) for d in dh.float_dtypes], |
| 54 | +) |
| 55 | +@given(data=st.data()) |
| 56 | +def test_duck_typing(method_name, dtype, stype, data): |
| 57 | + x = data.draw(xps.arrays(dtype, shape=()), label="x") |
| 58 | + method = getattr(x, method_name) |
| 59 | + out = method() |
| 60 | + assert isinstance( |
| 61 | + out, stype |
| 62 | + ), f"{method_name}({x})={out}, which is not a {stype.__name__} scalar" |
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