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Attempted to interpolate outside coordinate range while passing bounds_error=True through kwargs dictionary (which internally gets passed to scipy.interpolate.interp1d). Instead if interp function raising a ValueError nans are returned.
What you expected to happen:
I expected a ValueError exception to be raised when I've passed in the kwargs bounds_error=True.
Minimal Complete Verifiable Example:
importxarrayasxrimportnumpyasnpda=xr.DataArray(
np.sin(0.3*np.arange(12).reshape(4, 3)),
[("time", np.arange(4)), ("space", [0.1, 0.2, 0.3])],
)
# this should return nans, as the default is to fill with nansda.interp(time=3.5)
><xarray.DataArray (space: 3)>>array([nan, nan, nan])
>Coordinates:
>*space (space) float640.10.20.3>timefloat643.5# this should raise ValueError, but `bounds_error` is ignoredda.interp(time=3.5, kwargs=dict(bounds_error=True))
><xarray.DataArray (space: 3)>>array([nan, nan, nan])
>Coordinates:
>*space (space) float640.10.20.3>timefloat643.5
What happened:
Attempted to interpolate outside coordinate range while passing
bounds_error=True
throughkwargs
dictionary (which internally gets passed toscipy.interpolate.interp1d
). Instead ifinterp
function raising aValueError
nans are returned.What you expected to happen:
I expected a
ValueError
exception to be raised when I've passed in the kwargsbounds_error=True
.Minimal Complete Verifiable Example:
Anything else we need to know?:
I've made a pull-request to fix the issue
Environment:
Output of xr.show_versions()
INSTALLED VERSIONS
commit: None
python: 2.7.15.final.0
python-bits: 64
OS: Linux
OS-release: 3.10.0-957.27.2.el7.x86_64
machine: x86_64
processor: x86_64
byteorder: little
LC_ALL: None
LANG: en_GB.UTF-8
LOCALE: None.None
xarray: 0.10.7
pandas: 0.23.0
numpy: 1.14.3
scipy: 1.1.0
netCDF4: None
h5netcdf: None
h5py: 2.7.1
Nio: None
zarr: None
bottleneck: 1.2.1
cyordereddict: None
dask: 0.17.5
distributed: 1.21.8
matplotlib: None
cartopy: None
seaborn: None
setuptools: 39.1.0
pip: 10.0.1
conda: 4.6.4
pytest: 3.5.1
IPython: 5.7.0
sphinx: 1.7.4
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