I receive an error trying to download some variables of CERRA single level reanalysis using CDS toolbox using the suggested toolbox request. For example, the following request for "2m_temperature":

import cdstoolbox as ct
@ct.application(title='Download data')
@ct.output.download()
def download_application():
    data = ct.catalogue.retrieve(
        'reanalysis-cerra-single-levels',
        {
            'variable': '2m_temperature',
            'level_type': 'surface_or_atmosphere',
            'data_type': 'reanalysis',
            'product_type': 'analysis',
            'year': '2020',
            'month': '01',
            'day': '01',
            'time': '00:00',
        }
    )
    return data
Returns the following error:
Traceback (most recent call last):
  File "/opt/cdstoolbox/cdscompute/cdscompute/cdshandlers/services/handler.py", line 59, in handle_request
    result = cached(context.method, proc, context, context.args, context.kwargs)
  File "/opt/cdstoolbox/cdscompute/cdscompute/caching.py", line 108, in cached
    result = proc(context, *context.args, **context.kwargs)
  File "/opt/cdstoolbox/cdscompute/cdscompute/services.py", line 124, in __call__
    return p(*args, **kwargs)
  File "/opt/cdstoolbox/cdscompute/cdscompute/services.py", line 60, in __call__
    return self.proc(context, *args, **kwargs)
  File "/home/cds/cdsservices/services/retrieve.py", line 200, in execute
    **retrieve_kwargs
  File "/opt/cdstoolbox/cdscompute/cdscompute/context.py", line 301, in call
    return c.call(service, *args, **kwargs).value
  File "/opt/cdstoolbox/cdsworkflows/cdsworkflows/future.py", line 76, in value
    raise self._result
cdsworkflows.error.ClientError: {'traceback': 'Traceback (most recent call last):
  File "/opt/cdstoolbox/cdscdm/cdscdm/gridded.py", line 204, in convert_variable
    var, convert_to, convert_from
  File "/opt/cdstoolbox/cdscdm/cdscdm/units.py", line 67, in convert_units
    target.values, source_units=source_units, target_units=target_units)
  File "/opt/cdstoolbox/cdscdm/cdscdm/udunits2.py", line 147, in convert_units
    _convert_units_custom(source, source_units, target_units)
  File "/opt/cdstoolbox/cdscdm/cdscdm/udunits2.py", line 114, in _convert_units_custom
    convert_units_inplace(values, source_units, target_units)
  File "/opt/cdstoolbox/cdscdm/cdscdm/udunits2.py", line 125, in convert_units_inplace
    converter = get_converter(source_units, target_units)
  File "/opt/cdstoolbox/cdscdm/cdscdm/udunits2.py", line 80, in get_converter
    raise ValueError("Can't convert %r to %r." % (source_units, target_units))
ValueError: Can't convert 'K' to '1'.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 617, in handle_request
    context.get("method_config", None))
  File "/opt/cdstoolbox/cdscompute/cdscompute/cdshandlers/services/handler.py", line 59, in handle_request
    result = cached(context.method, proc, context, context.args, context.kwargs)
  File "/opt/cdstoolbox/cdscompute/cdscompute/caching.py", line 108, in cached
    result = proc(context, *context.args, **context.kwargs)
  File "/opt/cdstoolbox/cdscompute/cdscompute/services.py", line 124, in __call__
    return p(*args, **kwargs)
  File "/opt/cdstoolbox/cdscompute/cdscompute/services.py", line 60, in __call__
    return self.proc(context, *args, **kwargs)
  File "/home/cds/cdsservices/services/cdm_translate.py", line 66, in execute
    retrieve_kwargs=retrieve_kwargs
  File "/opt/cdstoolbox/cdscdm/cdscdm/gridded.py", line 755, in open_dataset
    strict=strict, remove_grib=remove_grib
  File "/opt/cdstoolbox/cdscdm/cdscdm/gridded.py", line 546, in transform_dataset
    var = transform_variable(var, var_spec)
  File "/opt/cdstoolbox/cdscdm/cdscdm/gridded.py", line 237, in transform_variable
    raise ValueError('Conversion error for variable %r (%r)' % (var.name, original_var_name)) from exc
ValueError: Conversion error for variable 't2m' ('t2m')
'}
The same error is returned when trying to download '10m_wind_speed', except it includes in the error message:
ValueError: Can't convert 'm s**-1' to '1'.

Downloading 'snow_depth', and 'surface_pressure' had also failed. However, the suggested toolbox request does work for some other variables (eg. tested on 'medium_cloud_cover' and 'liquid_volumetric_soil_moisture'). 

The error message suggests that there is an error in converting the units, however my code does not call for unit conversion. It seems like something on the client side (i.e., request handler for the dataset). Concerningly, the the same error message has been reported using when downloading UERRA - Access to wind direction, however, their request does work for me as of 2023-08-14. 

The issue may also be related to this post for ERA-5 variables, however I do not know how to obtain the request request based on the Request ID (0ee966ba-5a47-42a9-acde-0265378f2185)