I am reading the era5 nc data and extracting the values by latitude and longitude.
My code worked fine for 8 hours but then suddenly it broke. Here is the error message.
I'm guessing its an error related to the threads?
RemoteTraceback:
Traceback (most recent call last):
File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 125, in worker
result = (True, func(*args, **kwds))
File "D:\project\assimilation\fun_tools.py", line 54, in cell_assimilation
result = run_ensemble(observations, longitude, latitude)
File "D:\project\assimilation\enkf.py", line 142, in run_ensemble
enkf.setup_wofost()
File "D:\project\assimilation\enkf.py", line 48, in setup_wofost
self.weather_db = NCWeatherDataProvider(self.longitude, self.latitude)
File "D:\project\assimilation\ncweatherdataprovider.py", line 56, in __init__
self._read_observations()
File "D:\project\assimilation\ncweatherdataprovider.py", line 105, in _read_observations
value = pnt[varname.replace("-","_")].values[0]
File "C:\ProgramData\Anaconda3\lib\site-packages\xarray\core\dataarray.py", line 642, in values
return self.variable.values
File "C:\ProgramData\Anaconda3\lib\site-packages\xarray\core\variable.py", line 512, in values
return _as_array_or_item(self._data)
File "C:\ProgramData\Anaconda3\lib\site-packages\xarray\core\variable.py", line 252, in _as_array_or_item
data = np.asarray(data)
File "C:\ProgramData\Anaconda3\lib\site-packages\xarray\core\indexing.py", line 552, in __array__
self._ensure_cached()
File "C:\ProgramData\Anaconda3\lib\site-packages\xarray\core\indexing.py", line 549, in _ensure_cached
self.array = NumpyIndexingAdapter(np.asarray(self.array))
File "C:\ProgramData\Anaconda3\lib\site-packages\xarray\core\indexing.py", line 522, in __array__
return np.asarray(self.array, dtype=dtype)
File "C:\ProgramData\Anaconda3\lib\site-packages\xarray\core\indexing.py", line 423, in __array__
return np.asarray(array[self.key], dtype=None)
File "C:\ProgramData\Anaconda3\lib\site-packages\xarray\coding\variables.py", line 70, in __array__
return self.func(self.array)
File "C:\ProgramData\Anaconda3\lib\site-packages\xarray\coding\variables.py", line 137, in _apply_mask
data = np.asarray(data, dtype=dtype)
File "C:\ProgramData\Anaconda3\lib\site-packages\xarray\core\indexing.py", line 423, in __array__
return np.asarray(array[self.key], dtype=None)
File "C:\ProgramData\Anaconda3\lib\site-packages\xarray\backends\netCDF4_.py", line 93, in __getitem__
return indexing.explicit_indexing_adapter(
File "C:\ProgramData\Anaconda3\lib\site-packages\xarray\core\indexing.py", line 712, in explicit_indexing_adapter
result = raw_indexing_method(raw_key.tuple)
File "C:\ProgramData\Anaconda3\lib\site-packages\xarray\backends\netCDF4_.py", line 106, in _getitem
array = getitem(original_array, key)
File "src\netCDF4\_netCDF4.pyx", line 4406, in netCDF4._netCDF4.Variable.__getitem__
File "src\netCDF4\_netCDF4.pyx", line 5350, in netCDF4._netCDF4.Variable._get
File "src\netCDF4\_netCDF4.pyx", line 1927, in netCDF4._netCDF4._ensure_nc_success
RuntimeError: NetCDF: HDF error
Anything else we need to know?
My code is not easily simplified so it may not be reproducible, the last time I ran the code it was an error after 5 hours of normal work.
first: 53%|█████▎ | 952/1803 [5:32:09<4:56:55, 20.93s/it]
second: 78%|███████▊ | 1408/1803 [8:02:31<2:15:22, 20.56s/it]
The error is the same
Environment
commit: None
python: 3.8.12 (default, Oct 12 2021, 03:01:40) [MSC v.1916 64 bit (AMD64)]
python-bits: 64
OS: Windows
OS-release: 10
machine: AMD64
processor: Intel64 Family 6 Model 140 Stepping 1, GenuineIntel
byteorder: little
LC_ALL: None
LANG: zh_CN.UTF8
LOCALE: ('Chinese (Simplified)_China', '936')
libhdf5: 1.12.1
libnetcdf: 4.8.1
xarray: 2022.3.0
pandas: 1.3.5
numpy: 1.22.3
scipy: 1.7.3
netCDF4: 1.5.8
pydap: None
h5netcdf: 1.0.1
h5py: 3.7.0
Nio: None
zarr: None
cftime: 1.5.1.1
nc_time_axis: None
PseudoNetCDF: None
rasterio: 1.2.10
cfgrib: None
iris: None
bottleneck: 1.3.4
dask: 2022.6.1
distributed: 2022.6.1
matplotlib: 3.5.1
cartopy: 0.20.1
seaborn: 0.11.2
numbagg: None
fsspec: 2022.3.0
cupy: None
pint: None
sparse: None
setuptools: 61.2.0
pip: 21.2.2
conda: 4.13.0
pytest: 7.1.2
IPython: 7.31.1
sphinx: 4.4.0