Styjun

I am trying to do something similar to the OP in this question Geoviews: Add a slider to choropleth map, but it wasn't fully answered. In brief, I have a GeoDataFrame like this:

I would like to visualise pre_anom by geometry in a GeoViews map, but I have multiple years for each geometry element. I'd like to have a slider created automatically for the extra kdim year, but if I specify year as a kdim like so:

gv.Polygons(gdf, kdims=['year'], vdims=['pre_anom']).opts(width=600, height=600, 
 tools=['hover'], colorbar=True, 
 cmap='RdBu', color_index='pre_anom',
 symmetric=True, toolbar='above',
 line_color='white')

I get the following error:

---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
<ipython-input-78-0358d9976c72> in <module>
----> 1 gv.Polygons(gdf, kdims=['year'], vdims=['pre_anom']).opts(width=600, height=600, tools=['hover'], 
 2 colorbar=True, cmap='RdBu', color_index='pre_anom',
 3 symmetric=True, toolbar='above', line_color='white')

~/.conda/envs/anaconda3.6/lib/python3.6/site-packages/geoviews/element/geo.py in __init__(self, data, kdims, vdims, **kwargs)
 98 elif isinstance(data, _Element):
 99 kwargs['crs'] = data.crs
--> 100 super(_Element, self).__init__(data, kdims=kdims, vdims=vdims, **kwargs)
 101 
 102 

~/.conda/envs/anaconda3.6/lib/python3.6/site-packages/holoviews/element/path.py in __init__(self, data, kdims, vdims, **params)
 217 else:
 218 params['vdims'] = vdims
--> 219 super(Contours, self).__init__(data, kdims=kdims, **params)
 220 if params.get('level') is not None:
 221 with disable_constant(self):

~/.conda/envs/anaconda3.6/lib/python3.6/site-packages/holoviews/element/path.py in __init__(self, data, kdims, vdims, **params)
 90 
 91 super(Path, self).__init__(data, kdims=kdims, vdims=vdims,
---> 92 datatype=datatype, **params)
 93 
 94 

~/.conda/envs/anaconda3.6/lib/python3.6/site-packages/holoviews/core/data/__init__.py in __init__(self, data, kdims, vdims, **kwargs)
 210 datatype=kwargs.get('datatype'))
 211 (data, self.interface, dims, extra_kws) = initialized
--> 212 super(Dataset, self).__init__(data, **dict(kwargs, **dict(dims, **extra_kws)))
 213 self.interface.validate(self, validate_vdims)
 214 

~/.conda/envs/anaconda3.6/lib/python3.6/site-packages/holoviews/core/dimension.py in __init__(self, data, kdims, vdims, **params)
 994 params['cdims'] = d if isinstance(d, Dimension) else Dimension(d): val
 995 for d, val in params['cdims'].items()
--> 996 super(Dimensioned, self).__init__(data, **params)
 997 self.ndims = len(self.kdims)
 998 cdims = [(d.name, val) for d, val in self.cdims.items()]

~/.conda/envs/anaconda3.6/lib/python3.6/site-packages/holoviews/core/dimension.py in __init__(self, data, id, plot_id, **params)
 650 params['group'] = long_name
 651 
--> 652 super(LabelledData, self).__init__(**params)
 653 if not util.group_sanitizer.allowable(self.group):
 654 raise ValueError("Supplied group %r contains invalid characters." %

~/.conda/envs/anaconda3.6/lib/python3.6/site-packages/param/parameterized.py in __init__(self, **params)
 2029 self.param._generate_name()
 2030 
-> 2031 self.param._setup_params(**params)
 2032 object_count += 1
 2033 

~/.conda/envs/anaconda3.6/lib/python3.6/site-packages/param/parameterized.py in override_initialization(self_, *args, **kw)
 808 original_initialized=parameterized_instance.initialized
 809 parameterized_instance.initialized=False
--> 810 fn(parameterized_instance,*args,**kw)
 811 parameterized_instance.initialized=original_initialized
 812 return override_initialization

~/.conda/envs/anaconda3.6/lib/python3.6/site-packages/param/parameterized.py in _setup_params(self_, **params)
 950 self.param.warning("Setting non-parameter attribute %s=%s using a mechanism intended only for parameters",name,val)
 951 # i.e. if not desc it's setting an attribute in __dict__, not a Parameter
--> 952 setattr(self,name,val)
 953 
 954 @classmethod

~/.conda/envs/anaconda3.6/lib/python3.6/site-packages/param/__init__.py in __set__(self, obj, val)
 1217 def __set__(self,obj,val):
 1218 """Set to the given value, raising an exception if out of bounds."""
-> 1219 self._check_bounds(val)
 1220 super(List,self).__set__(obj,val)
 1221 

~/.conda/envs/anaconda3.6/lib/python3.6/site-packages/param/__init__.py in _check_bounds(self, val)
 1236 if min_length is not None and max_length is not None:
 1237 if not (min_length <= l <= max_length):
-> 1238 raise ValueError("%s: list length must be between %s and %s (inclusive)"%(self._attrib_name,min_length,max_length))
 1239 elif min_length is not None:
 1240 if not min_length <= l:

ValueError: kdims: list length must be between 2 and 2 (inclusive)

For reference, while it would be great for this to work seamlessly with the GeoViews one-liner, I have a workaround using Param and Panel:

import pandas as pd
import geopandas as gpd
import geoviews as gv
import param
import panel as pn
gv.extension('bokeh')

opts = dict(width=600, height=600, tools=['hover'], colorbar=True, cmap='RdBu', 
 color_index='pre_anom', symmetric=True, toolbar='above',line_color='white')

class PreMEI(param.Parameterized):
 year = param.Integer(default=2017, bounds=(1980, 2017))

 def chloro(self):
 return gv.Polygons(gdf[gdf['year']==self.year], vdims=['pre_anom'])

 @param.depends('year')
 def view_chloro(self):
 return gv.DynamicMap(self.chloro).opts(**opts)

p = PreMEI()
doc = pn.Row(p.param, p.view_chloro)

Gives:

BTW, props to the whole PyViz team on a fantastic and still developing package!