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Wire up Zarr property tests EAR-1189 (#68)
* Wire up Zarr property tests * Cleanup * fix hypothesis cache * Fix hypothesis CI * temp * update * Silence actionlint * silence ruff * updates * lint * WIP * easy workflow lint * sketchyworkflowlint * Update icechunk-python/tests/test_zarr/test_properties.py
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@@ -37,6 +37,7 @@ test = [ | |
"ruff", | ||
"dask", | ||
"distributed", | ||
"hypothesis", | ||
] | ||
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[tool.maturin] | ||
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,51 @@ | ||
import numpy as np | ||
import pytest | ||
from numpy.testing import assert_array_equal | ||
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from icechunk import IcechunkStore, StorageConfig | ||
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pytest.importorskip("hypothesis") | ||
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import hypothesis.strategies as st | ||
from hypothesis import assume, given, settings | ||
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from zarr.testing.strategies import arrays, numpy_arrays | ||
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readable_characters = st.characters( | ||
# only use characters within the "Latin Extended-A" subset of unicode | ||
categories=["L", "N", "P"], | ||
max_codepoint=0x017F, | ||
) | ||
_attr_keys = st.text(readable_characters, min_size=1) | ||
_attr_values = st.recursive( | ||
st.none() | st.booleans() | st.text(readable_characters, min_size=1, max_size=5), | ||
lambda children: st.lists(children) | st.dictionaries(_attr_keys, children), | ||
max_leaves=3, | ||
) | ||
simple_attrs = st.none() | ||
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icechunk_stores = st.builds( | ||
IcechunkStore.create, | ||
storage=st.builds(StorageConfig.memory, prefix=st.just("prefix")), | ||
read_only=st.just(False), | ||
) | ||
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@settings(report_multiple_bugs=True, deadline=None) | ||
@given(data=st.data(), nparray=numpy_arrays(zarr_formats=st.just(3))) | ||
def test_roundtrip(data: st.DataObject, nparray) -> None: | ||
# TODO: support size-0 arrays GH392 | ||
assume(nparray.size > 0) | ||
# TODO: fix complex fill values GH391 | ||
assume(not np.iscomplexobj(nparray)) | ||
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zarray = data.draw( | ||
arrays( | ||
stores=icechunk_stores, | ||
arrays=st.just(nparray), | ||
zarr_formats=st.just(3), | ||
# TODO: use all attrs once fixed GH393 | ||
attrs=simple_attrs, | ||
) | ||
) | ||
assert_array_equal(nparray, zarray[:]) |