When displaying a multi-band stack of geotiffs (stacked via gdal VRT) I get random non-display of certain bands when selecting the band with the selection widget. For some stacks my visualization does not even start and shows this error message right away. Here is an example:
<xarray.DataArray (band: 35, y: 5490, x: 5490)>
dask.array<rechunk-merge, shape=(35, 5490, 5490), dtype=uint16, chunksize=(1, 2745, 2745), chunktype=numpy.ndarray>
Coordinates:
* band (band) <U30 'RCM1_3M13_20211122_014956_HH' ... 'RCM3_SCLNB_20220...
* y (y) float64 5.5e+06 5.5e+06 5.5e+06 ... 5.39e+06 5.39e+06 5.39e+06
* x (x) float64 5e+05 5e+05 5e+05 ... 6.097e+05 6.098e+05 6.098e+05
Attributes:
transform: (20.0, 0.0, 499980.0, 0.0, -20.0, 5500020.0)
crs: +init=epsg:32610
res: (20.0, 20.0)
is_tiled: 1
nodatavals: (0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0,...
scales: (1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0,...
offsets: (0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0,...
hvp=da.hvplot.image(x='x',y='y',rasterize=True,cmap='gray',geo=True,crs='epsg:32610',\
frame_width=600,clim=(1500,8000),data_aspect=1,tiles='ESRI').redim.nodata(value=0)
hvp
BTW, I confirmed that the second band is valid by displaying with da.isel(band=2).hvplot.image(...)
. I get a valid display
Traceback (most recent call last):
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/plotting/util.py", line 277, in get_plot_frame
return map_obj[key]
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 1341, in __getitem__
val = self._execute_callback(*tuple_key)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 1110, in _execute_callback
retval = self.callback(*args, **kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 714, in __call__
ret = self.callable(*args, **kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/util/__init__.py", line 1043, in dynamic_operation
key, obj = resolve(key, kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/util/__init__.py", line 1032, in resolve
return key, map_obj[key]
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 1341, in __getitem__
val = self._execute_callback(*tuple_key)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 1110, in _execute_callback
retval = self.callback(*args, **kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 714, in __call__
ret = self.callable(*args, **kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/util/__init__.py", line 1043, in dynamic_operation
key, obj = resolve(key, kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/util/__init__.py", line 1032, in resolve
return key, map_obj[key]
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 1341, in __getitem__
val = self._execute_callback(*tuple_key)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 1110, in _execute_callback
retval = self.callback(*args, **kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 714, in __call__
ret = self.callable(*args, **kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/util/__init__.py", line 1043, in dynamic_operation
key, obj = resolve(key, kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/util/__init__.py", line 1032, in resolve
return key, map_obj[key]
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 1341, in __getitem__
val = self._execute_callback(*tuple_key)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 1110, in _execute_callback
retval = self.callback(*args, **kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 714, in __call__
ret = self.callable(*args, **kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/overlay.py", line 31, in dynamic_mul
element = other[args]
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 1341, in __getitem__
val = self._execute_callback(*tuple_key)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 1110, in _execute_callback
retval = self.callback(*args, **kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 714, in __call__
ret = self.callable(*args, **kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/util/__init__.py", line 1043, in dynamic_operation
key, obj = resolve(key, kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/util/__init__.py", line 1032, in resolve
return key, map_obj[key]
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 1341, in __getitem__
val = self._execute_callback(*tuple_key)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 1110, in _execute_callback
retval = self.callback(*args, **kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/core/spaces.py", line 714, in __call__
ret = self.callable(*args, **kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/util/__init__.py", line 1044, in dynamic_operation
return apply(obj, *key, **kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/util/__init__.py", line 1036, in apply
processed = self._process(element, key, kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/holoviews/util/__init__.py", line 1020, in _process
return self.p.operation(element, **kwargs)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/hvplot/converter.py", line 1089, in method_wrapper
el = method(x, y, data=ds.data)
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/hvplot/converter.py", line 1850, in image
z = list(data.data_vars)[0]
File "/home/conda/store/37bfe1afb9e3793e884fa64cb97836969a3412fb14480d75ab11c5f6ce51668a-seppo/lib/python3.8/site-packages/pandas/core/generic.py", line 5487, in __getattr__
return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'data_vars'