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Implemented slicing semantics for bounded DynamicMaps #488

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Feb 10, 2016
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26 changes: 23 additions & 3 deletions holoviews/core/spaces.py
Original file line number Diff line number Diff line change
Expand Up @@ -551,6 +551,21 @@ def _cross_product(self, tuple_key, cache):
return self.clone(data)


def _slice_bounded(self, tuple_key):
"""
Slices bounded DynamicMaps by setting the soft_ranges on key dimensions.
"""
cloned = self.clone(self)
for i, slc in enumerate(tuple_key):
(start, stop) = slc.start, slc.stop
if start is not None and start < cloned.kdims[i].range[0]:
raise Exception("Requested slice below defined dimension range.")
if stop is not None and stop > cloned.kdims[i].range[1]:
raise Exception("Requested slice above defined dimension range.")
cloned.kdims[i].soft_range = (start, stop)
return cloned


def __getitem__(self, key):
"""
Return an element for any key chosen key (in'bounded mode') or
Expand All @@ -565,9 +580,14 @@ def __getitem__(self, key):
if key == slice(None, None, None):
return self.clone(self)

if any(isinstance(el, slice) for el in tuple_key):
raise Exception("Slices not supported by DynamicMap in bounded mode "
"except for the global slice [:] to create a clone.")
slices = [el for el in tuple_key if isinstance(el, slice)]
if any(el.step for el in slices):
raise Exception("Slices cannot have a step argument "
"in DynamicMap bounded mode ")
if len(slices) not in [0, len(tuple_key)]:
raise Exception("Slices must be used exclusively or not at all")
if slices:
return self._slice_bounded(tuple_key)

# Cache lookup
try:
Expand Down
3 changes: 2 additions & 1 deletion holoviews/plotting/widgets/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -279,7 +279,8 @@ def get_widgets(self):
init_dim_vals.append(dim_vals[0])
else:
widget_type = 'slider'
dim_vals = list(dim.range)
dim_vals = [dim.soft_range[0] if dim.soft_range[0] else dim.range[0],
dim.soft_range[1] if dim.soft_range[1] else dim.range[1]]
dim_range = dim_vals[1] - dim_vals[0]
int_type = isinstance(dim.type, type) and issubclass(dim.type, int)
if isinstance(dim_range, int) or int_type:
Expand Down