def test_set_index(ray_df, pandas_df, keys, inplace=False):
if not inplace:
assert rdf.to_pandas(ray_df.set_index(keys)).equals(
pandas_df.set_index(keys))
else:
ray_df_cp = ray_df.copy()
pd_df_cp = pandas_df.copy()
ray_df_cp.set_index(keys, inplace=inplace)
pd_df_cp.set_index(keys, inplace=inplace)
assert rdf.to_pandas(ray_df_cp).equals(pd_df_cp)
def test_reset_index(ray_df, pandas_df, inplace=False):
if not inplace:
print(rdf.to_pandas(ray_df.reset_index(inplace=inplace)).index)
print(pandas_df.reset_index(inplace=inplace))
assert rdf.to_pandas(ray_df.reset_index(inplace=inplace)).equals(
pandas_df.reset_index(inplace=inplace))
else:
ray_df_cp = ray_df.copy()
pd_df_cp = pandas_df.copy()
ray_df_cp.reset_index(inplace=inplace)
pd_df_cp.reset_index(inplace=inplace)
assert rdf.to_pandas(ray_df_cp).equals(pd_df_cp)
def ray_df_equals_pandas(ray_df, pandas_df):
return rdf.to_pandas(ray_df).sort_index().equals(pandas_df.sort_index())
def test___neg__(ray_df, pd_df):
ray_df_neg = ray_df.__neg__()
assert pd_df.__neg__().equals(rdf.to_pandas(ray_df_neg))
def test_set_axis(ray_df, pandas_df, label, axis):
assert rdf.to_pandas(ray_df.set_axis(label, axis, inplace=False)).equals(
pandas_df.set_axis(label, axis, inplace=False))
def test_query(ray_df, pandas_df, funcs):
for f in funcs:
pandas_df_new, ray_df_new = pandas_df.query(f), ray_df.query(f)
assert pandas_df_new.equals(rdf.to_pandas(ray_df_new))