ValueError 'init' because it is not a variable or dimension in this dataset
semvijverberg opened this issue · 2 comments
semvijverberg commented
Describe the bug
When executing he.verify(), it raises a ValueError that 'init' is not a variable or dimension in this dataset. However, when looking at the he object (and the input), init is a dimension. Is this correct behavior? Or am I doing something wrong?
Code Sample
he = climpred.HindcastEnsemble(init).add_observations(obs)
model_edges = (
init
# .groupby("init.month")
.quantile(q=[1/2], dim=["init", "member"], skipna=False).rename(
{"quantile": "category_edge"}
)
)
obs_edges = obs.quantile(q=[1/2], dim=["time"], skipna=False).rename(
{"quantile": "category_edge"}
)
# %%
skill = he.verify(
metric="rps",
comparison="m2o",
alignment="same_inits",
dim=["member", "init"],
category_edges=(obs_edges, model_edges),
)
Expected behavior
That it does not raise this error ;).
Output of climpred.show_versions()
INSTALLED VERSIONS
------------------
commit: None
python: 3.8.13 | packaged by conda-forge | (default, Mar 25 2022, 06:05:47)
[Clang 12.0.1 ]
python-bits: 64
OS: Darwin
OS-release: 20.6.0
machine: x86_64
processor: i386
byteorder: little
LC_ALL: None
LANG: nl_NL.UTF-8
LOCALE: nl_NL.UTF-8
climpred: 2.3.0
xarray: 2023.1.0
pandas: 1.4.2
numpy: 1.23.2
scipy: 1.8.0
cftime: 1.6.0
netcdf4: None
nc_time_axis: 1.4.1
matplotlib: 3.5.1
...
pip: 22.0.4
conda: None
IPython: 7.32.0
sphinx: 4.5.0
semvijverberg commented
Sorry, I found the error. My model_edges mist the dimension 'init'!
aaronspring commented
Thanks for raising it though