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11 changes: 10 additions & 1 deletion weatherbench2/metrics.py
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Original file line number Diff line number Diff line change
Expand Up @@ -335,8 +335,17 @@ def compute_chunk(
time_dim = "time"
try:
climatology_chunk = self.climatology[list(forecast.keys())]
except KeyError:
except KeyError as e:
not_found = set(forecast.keys()).difference(self.climatology.data_vars)
clim_var_dict = {key + "_mean": key for key in forecast.keys()} # pytype: disable=unsupported-operands
not_found_means = set(clim_var_dict).difference(
self.climatology.data_vars
)
if not_found and not_found_means:
raise KeyError(
f"Did not find {not_found} forecast keys in climatology. Appending "
"'mean' did not help"
) from e
climatology_chunk = self.climatology[list(clim_var_dict.keys())].rename(
clim_var_dict
)
Expand Down