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Function test_use_of_weakref_proxy

dask/dataframe/tests/test_dataframe.py:4994–5022  ·  view source on GitHub ↗

Testing wrapping frames in proxy wrappers

()

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4992
4993
4994def test_use_of_weakref_proxy():
4995 """Testing wrapping frames in proxy wrappers"""
4996 df = pd.DataFrame({"data": [1, 2, 3]})
4997 df_pxy = weakref.proxy(df)
4998 ser = pd.Series({"data": [1, 2, 3]})
4999 ser_pxy = weakref.proxy(ser)
5000
5001 assert is_dataframe_like(df_pxy)
5002 assert is_series_like(ser_pxy)
5003
5004 assert dask.dataframe.groupby._cov_chunk(df_pxy, "data")
5005 assert isinstance(
5006 dask.dataframe.groupby._groupby_apply_funcs(df_pxy, "data", funcs=[]),
5007 pd.DataFrame,
5008 )
5009
5010 # Test wrapping each Dask dataframe chunk in a proxy
5011 l = []
5012
5013 def f(x):
5014 l.append(x) # Keep `x` alive
5015 return weakref.proxy(x)
5016
5017 d = pd.DataFrame({"g": [0, 0, 1] * 3, "b": [1, 2, 3] * 3})
5018 a = dd.from_pandas(d, npartitions=1)
5019 a = a.map_partitions(f, meta=a._meta)
5020 pxy = weakref.proxy(a)
5021 res = pxy["b"].groupby(pxy["g"]).sum()
5022 isinstance(res.compute(), pd.Series)
5023
5024
5025@pytest.mark.parametrize(

Callers

nothing calls this directly

Calls 6

is_dataframe_likeFunction · 0.90
is_series_likeFunction · 0.90
map_partitionsMethod · 0.45
sumMethod · 0.45
groupbyMethod · 0.45
computeMethod · 0.45

Tested by

no test coverage detected