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simple test classes for creation and reduction #2
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a210221
first draft of the variable creation tests
keewis fa78d47
reduction tests
keewis 08d0432
Merge branch 'main' into simple-tests
keewis 7cbca87
missing test dependency
keewis a4b62b9
also allow python 3.11
keewis 4b50664
remove left-over class attribute
keewis b2db0dc
move the configuration hooks to a abstract base class
keewis 4b6fc19
typing
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Original file line number | Diff line number | Diff line change |
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import hypothesis.strategies as st | ||
import xarray.testing.strategies as xrst | ||
from hypothesis import given | ||
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class CreationTests: | ||
array_type: type | ||
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@staticmethod | ||
def array_strategy_fn(*, shape, dtype): | ||
raise NotImplementedError | ||
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@given(st.data()) | ||
def test_create_variable(self, data): | ||
variable = data.draw(xrst.variables(array_strategy_fn=self.array_strategy_fn)) | ||
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assert isinstance(variable.data, self.array_type) |
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Original file line number | Diff line number | Diff line change |
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from contextlib import nullcontext | ||
from types import ModuleType | ||
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import hypothesis.strategies as st | ||
import numpy as np | ||
import xarray.testing.strategies as xrst | ||
from hypothesis import given | ||
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class ReductionTests: | ||
xp: ModuleType | ||
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@staticmethod | ||
def array_strategy_fn(*, shape, dtype): | ||
raise NotImplementedError | ||
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@staticmethod | ||
def assert_equal(a, b): | ||
np.testing.assert_allclose(a, b) | ||
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@staticmethod | ||
def expected_errors(op, **parameters): | ||
return nullcontext() | ||
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@given(st.data()) | ||
def test_variable_mean(self, data): | ||
variable = data.draw(xrst.variables(array_strategy_fn=self.array_strategy_fn)) | ||
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with self.expected_errors("mean", variable=variable): | ||
actual = variable.mean().data | ||
expected = self.xp.mean(variable.data) | ||
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self.assert_equal(actual, expected) | ||
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@given(st.data()) | ||
def test_variable_prod(self, data): | ||
variable = data.draw(xrst.variables(array_strategy_fn=self.array_strategy_fn)) | ||
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with self.expected_errors("prod", variable=variable): | ||
actual = variable.prod().data | ||
expected = self.xp.prod(variable.data) | ||
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self.assert_equal(actual, expected) |
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,26 @@ | ||
import hypothesis.strategies as st | ||
import numpy as np | ||
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from xarray_array_testing.creation import CreationTests | ||
from xarray_array_testing.reduction import ReductionTests | ||
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def create_numpy_array(*, shape, dtype): | ||
return st.builds(np.ones, shape=st.just(shape), dtype=st.just(dtype)) | ||
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class TestCreationNumpy(CreationTests): | ||
array_type = np.ndarray | ||
array_module = np | ||
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@staticmethod | ||
def array_strategy_fn(*, shape, dtype): | ||
return create_numpy_array(shape=shape, dtype=dtype) | ||
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class TestReductionNumpy(ReductionTests): | ||
xp = np | ||
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@staticmethod | ||
def array_strategy_fn(*, shape, dtype): | ||
return create_numpy_array(shape=shape, dtype=dtype) |
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