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Merged Operation and ElementOperation and added alias
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jlstevens committed May 8, 2017
1 parent c3d03cf commit 4ca38fe
Showing 1 changed file with 96 additions and 48 deletions.
144 changes: 96 additions & 48 deletions holoviews/core/operation.py
Original file line number Diff line number Diff line change
Expand Up @@ -20,14 +20,55 @@

class Operation(param.ParameterizedFunction):
"""
Base class for all Operation types.
An ElementOperation process an Element or HoloMap at the level of
individual elements or overlays. If a holomap is passed in as
input, a processed holomap is returned as output where the
individual elements have been transformed accordingly. An
ElementOperation may turn overlays in new elements or vice versa.
An ElementOperation can be set to be dynamic, which will return a
DynamicMap with a callback that will apply the operation
dynamically. An ElementOperation may also supply a list of Stream
classes on a streams parameter, which can allow dynamic control
over the parameters on the operation.
"""

group = param.String(default='Operation', doc="""
The group string used to identify the output of the
Operation. By default this should match the operation name.""")


dynamic = param.ObjectSelector(default='default',
objects=['default', True, False], doc="""
Whether the operation should be applied dynamically when a
specific frame is requested, specified as a Boolean. If set to
'default' the mode will be determined based on the input type,
i.e. if the data is a DynamicMap it will stay dynamic.""")

input_ranges = param.ClassSelector(default={},
class_=(dict, tuple), doc="""
Ranges to be used for input normalization (if applicable) in a
format appropriate for the Normalization.ranges parameter.
By default, no normalization is applied. If key-wise
normalization is required, a 2-tuple may be supplied where the
first component is a Normalization.ranges list and the second
component is Normalization.keys. """)

link_inputs = param.Boolean(default=False, doc="""
If the operation is dynamic, whether or not linked streams
should be transferred from the operation inputs for backends
that support linked streams.
For example if an operation is applied to a DynamicMap with an
RangeXY, this switch determines whether the corresponding
visualization should update this stream with range changes
originating from the newly generated axes.""")

streams = param.List(default=[], doc="""
List of streams that are applied if dynamic=True, allowing
for dynamic interaction with the plot.""")

@classmethod
def search(cls, element, pattern):
"""
Expand Down Expand Up @@ -69,53 +110,6 @@ def get_overlay_bounds(cls, overlay):
raise ValueError("Extents across the overlay are inconsistent")



class ElementOperation(Operation):
"""
An ElementOperation process an Element or HoloMap at the level of
individual elements or overlays. If a holomap is passed in as
input, a processed holomap is returned as output where the
individual elements have been transformed accordingly. An
ElementOperation may turn overlays in new elements or vice versa.
An ElementOperation can be set to be dynamic, which will return a
DynamicMap with a callback that will apply the operation
dynamically. An ElementOperation may also supply a list of Stream
classes on a streams parameter, which can allow dynamic control
over the parameters on the operation.
"""

dynamic = param.ObjectSelector(default='default',
objects=['default', True, False], doc="""
Whether the operation should be applied dynamically when a
specific frame is requested, specified as a Boolean. If set to
'default' the mode will be determined based on the input type,
i.e. if the data is a DynamicMap it will stay dynamic.""")

input_ranges = param.ClassSelector(default={},
class_=(dict, tuple), doc="""
Ranges to be used for input normalization (if applicable) in a
format appropriate for the Normalization.ranges parameter.
By default, no normalization is applied. If key-wise
normalization is required, a 2-tuple may be supplied where the
first component is a Normalization.ranges list and the second
component is Normalization.keys. """)

link_inputs = param.Boolean(default=False, doc="""
If the operation is dynamic, whether or not linked streams
should be transferred from the operation inputs for backends
that support linked streams.
For example if an operation is applied to a DynamicMap with an
RangeXY, this switch determines whether the corresponding
visualization should update this stream with range changes
originating from the newly generated axes.""")

streams = param.List(default=[], doc="""
List of streams that are applied if dynamic=True, allowing
for dynamic interaction with the plot.""")

def _process(self, view, key=None):
"""
Process a single input element and outputs new single element
Expand Down Expand Up @@ -169,6 +163,13 @@ def __call__(self, element, **params):
return processed


class ElementOperation(Operation):

def __init__(self, *args, **kwargs):
self.warning('ElementOperation has been deprecated and renamed to Operation.')
super(ElementOperation, self).__init__(*args, **kwargs)


class OperationCallable(Callable):
"""
OperationCallable allows wrapping an ElementOperation and the
Expand All @@ -185,13 +186,60 @@ def __init__(self, callable, **kwargs):
super(OperationCallable, self).__init__(callable, **kwargs)



class TreeOperation(Operation):
"""
A TreeOperation is the most general Operation type; it accepts any
HoloViews datastructure and outputs a Layout containing one or
more elements.
"""

group = param.String(default='Operation', doc="""
The group string used to identify the output of the
Operation. By default this should match the operation name.""")


@classmethod
def search(cls, element, pattern):
"""
Helper method that returns a list of elements that match the
given path pattern of form {type}.{group}.{label}.
The input may be a Layout, an Overlay type or a single
Element.
"""
if isinstance(element, Layout):
return [el for cell in element for el in cls.search(cell, pattern)]
if isinstance(element, (NdOverlay, Overlay)):
return [el for el in element if el.matches(pattern)]
elif isinstance(element, Element):
return [element] if element.matches(pattern) else []


@classmethod
def get_overlay_label(cls, overlay, default_label=''):
"""
Returns a label if all the elements of an overlay agree on a
consistent label, otherwise returns the default label.
"""
if all(el.label==overlay.get(0).label for el in overlay):
return overlay.get(0).label
else:
return default_label


@classmethod
def get_overlay_bounds(cls, overlay):
"""
Returns the extents if all the elements of an overlay agree on
a consistent extents, otherwise raises an exception.
"""
if all(el.bounds==overlay.get(0).bounds for el in overlay):
return overlay.get(0).bounds
else:
raise ValueError("Extents across the overlay are inconsistent")


def process_element(self, element, key, **params):
"""
The process_element method allows a single element to be
Expand Down

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