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links.py
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links.py
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"""
Defines Links which allow declaring links between bokeh properties.
"""
from __future__ import absolute_import, division, unicode_literals
import param
import weakref
import sys
from .viewable import Viewable, Reactive
from .util import unicode_repr
from bokeh.models import (CustomJS, Model as BkModel)
class Callback(param.Parameterized):
"""
A Callback defines some callback to be triggered when a property
changes on the source object. A Callback can execute arbitrary
Javascript code and will make all objects referenced in the args
available in the JS namespace.
"""
args = param.Dict(default={}, allow_None=True, doc="""
A mapping of names to Python objects. These objects are made
available to the callback's code snippet as the values of
named parameters to the callback.""")
code = param.Dict(default=None, doc="""
A dictionary mapping from a source specication to a JS code
snippet to be executed if the source property changes.""")
# Mapping from a source id to a Link instance
registry = weakref.WeakKeyDictionary()
# Mapping to define callbacks by backend and Link type.
# e.g. Callback._callbacks[Link] = Callback
_callbacks = {}
# Whether the link requires a target
_requires_target = False
def __init__(self, source, target=None, **params):
if source is None:
raise ValueError('%s must define a source' % type(self).__name__)
# Source is stored as a weakref to allow it to be garbage collected
self._source = None if source is None else weakref.ref(source)
super(Callback, self).__init__(**params)
self.init()
def init(self):
"""
Registers the Callback
"""
if self.source in self.registry:
links = self.registry[self.source]
params = {
k: v for k, v in self.get_param_values() if k != 'name'}
for link in links:
link_params = {
k: v for k, v in link.get_param_values() if k != 'name'}
if not hasattr(link, 'target'):
pass
elif (type(link) is type(self) and link.source is self.source
and link.target is self.target and params == link_params):
return
self.registry[self.source].append(self)
else:
self.registry[self.source] = [self]
@classmethod
def register_callback(cls, callback):
"""
Register a LinkCallback providing the implementation for
the Link for a particular backend.
"""
cls._callbacks[cls] = callback
@property
def source(self):
return self._source() if self._source else None
@classmethod
def _process_callbacks(cls, root_view, root_model):
if not root_model:
return
linkable = root_view.select(Viewable)
linkable += root_model.select({'type' : BkModel})
if not linkable:
return
found = [(link, src, getattr(link, 'target', None)) for src in linkable
for link in cls.registry.get(src, [])
if not link._requires_target or link.target in linkable]
arg_overrides = {}
if 'holoviews' in sys.modules:
from .pane.holoviews import HoloViews, generate_panel_bokeh_map
hv_views = root_view.select(HoloViews)
map_hve_bk = generate_panel_bokeh_map(root_model, hv_views)
for src in linkable:
for link in cls.registry.get(src, []):
if hasattr(link, 'target'):
for tgt in map_hve_bk.get(link.target, []):
found.append((link, src, tgt))
arg_overrides[id(link)] = {}
for k, v in link.args.items():
# Not all args are hashable
try:
hv_objs = map_hve_bk.get(v, [])
except:
continue
for tgt in hv_objs:
arg_overrides[id(link)][k] = tgt
callbacks = []
for link, src, tgt in found:
cb = cls._callbacks[type(link)]
if src is None or (getattr(link, '_requires_target', False)
and tgt is None):
continue
overrides = arg_overrides.get(id(link), {})
callbacks.append(cb(root_model, link, src, tgt,
arg_overrides=overrides))
return callbacks
class Link(Callback):
"""
A Link defines some connection between a source and target model.
It allows defining callbacks in response to some change or event
on the source object. Instead a Link directly causes some action
to occur on the target, for JS based backends this usually means
that a corresponding JS callback will effect some change on the
target in response to a change on the source.
A Link must define a source object which is what triggers events,
but must not define a target. It is also possible to define bi-
directional links between the source and target object.
"""
bidirectional = param.Boolean(default=False, doc="""
Whether to link source and target in both directions.""")
properties = param.Dict(default={}, doc="""
A dictionary mapping between source specification to target
specification.""")
# Whether the link requires a target
_requires_target = True
def __init__(self, source, target=None, **params):
if self._requires_target and target is None:
raise ValueError('%s must define a target.' % type(self).__name__)
# Source is stored as a weakref to allow it to be garbage collected
self._target = None if target is None else weakref.ref(target)
super(Link, self).__init__(source, **params)
@property
def target(self):
return self._target() if self._target else None
def link(self):
"""
Registers the Link
"""
self.init()
if self.source in self.registry:
links = self.registry[self.source]
params = {
k: v for k, v in self.get_param_values() if k != 'name'}
for link in links:
link_params = {
k: v for k, v in link.get_param_values() if k != 'name'}
if (type(link) is type(self) and link.source is self.source
and link.target is self.target and params == link_params):
return
self.registry[self.source].append(self)
else:
self.registry[self.source] = [self]
def unlink(self):
"""
Unregisters the Link
"""
links = self.registry.get(self.source)
if self in links:
links.pop(links.index(self))
class CallbackGenerator(object):
def __init__(self, root_model, link, source, target=None, arg_overrides={}):
self.root_model = root_model
self.link = link
self.source = source
self.target = target
self.arg_overrides = arg_overrides
self.validate()
specs = self._get_specs(link, source, target)
for src_spec, tgt_spec, code in specs:
self._init_callback(root_model, link, source, src_spec, target, tgt_spec, code)
@classmethod
def _resolve_model(cls, root_model, obj, model_spec):
"""
Resolves a model given the supplied object and a model_spec.
Arguments
----------
root_model: bokeh.model.Model
The root bokeh model often used to index models
obj: holoviews.plotting.ElementPlot or bokeh.model.Model or panel.Viewable
The object to look the model up on
model_spec: string
A string defining how to look up the model, can be a single
string defining the handle in a HoloViews plot or a path
split by periods (.) to indicate a multi-level lookup.
Returns
-------
model: bokeh.model.Model
The resolved bokeh model
"""
from .pane.holoviews import is_bokeh_element_plot
model = None
if 'holoviews' in sys.modules and is_bokeh_element_plot(obj):
if model_spec is None:
return obj.state
else:
model_specs = model_spec.split('.')
handle_spec = model_specs[0]
if len(model_specs) > 1:
model_spec = '.'.join(model_specs[1:])
else:
model_spec = None
model = obj.handles[handle_spec]
elif isinstance(obj, Viewable):
model, _ = obj._models[root_model.ref['id']]
elif isinstance(obj, BkModel):
model = obj
if model_spec is not None:
for spec in model_spec.split('.'):
model = getattr(model, spec)
return model
def _init_callback(self, root_model, link, source, src_spec, target, tgt_spec, code):
references = {k: v for k, v in link.get_param_values()
if k not in ('source', 'target', 'name', 'code', 'args')}
src_model = self._resolve_model(root_model, source, src_spec[0])
ref = root_model.ref['id']
link_id = id(link)
if any(link_id in cb.tags for cbs in src_model.js_property_callbacks.values() for cb in cbs):
# Skip registering callback if already registered
return
references['source'] = references['cb_obj'] = src_model
tgt_model = None
if link._requires_target:
tgt_model = self._resolve_model(root_model, target, tgt_spec[0])
if tgt_model is not None:
references['target'] = tgt_model
for k, v in dict(link.args, **self.arg_overrides).items():
arg_model = self._resolve_model(root_model, v, None)
if arg_model is not None:
references[k] = arg_model
elif not isinstance(v, param.Parameterized):
references[k] = v
if 'holoviews' in sys.modules:
from .pane.holoviews import HoloViews, is_bokeh_element_plot
if isinstance(source, HoloViews):
src = source._plots[ref][0]
else:
src = source
prefix = 'source_' if hasattr(link, 'target') else ''
if is_bokeh_element_plot(src):
for k, v in src.handles.items():
k = prefix + k
if isinstance(v, BkModel) and k not in references:
references[k] = v
if isinstance(target, HoloViews):
tgt = target._plots[ref][0]
else:
tgt = target
if is_bokeh_element_plot(tgt):
for k, v in tgt.handles.items():
k = 'target_' + k
if isinstance(v, BkModel) and k not in references:
references[k] = v
self._initialize_models(link, source, src_model, src_spec[1], target, tgt_model, tgt_spec[1])
self._process_references(references)
if code is None:
code = self._get_code(link, source, src_spec[1], target, tgt_spec[1])
src_cb = CustomJS(args=references, code=code, tags=[link_id])
changes, events = self._get_triggers(link, src_spec)
for ch in changes:
src_model.js_on_change(ch, src_cb)
for ev in events:
src_model.js_on_event(ev, src_cb)
if getattr(link, 'bidirectional', False):
code = self._get_code(link, target, tgt_spec[1], source, src_spec[1])
reverse_references = dict(references)
reverse_references['source'] = tgt_model
reverse_references['target'] = src_model
tgt_cb = CustomJS(args=reverse_references, code=code, tags=[link_id])
changes, events = self._get_triggers(link, tgt_spec)
for ch in changes:
tgt_model.js_on_change(ch, tgt_cb)
for ev in events:
tgt_model.js_on_event(ev, tgt_cb)
def _process_references(self, references):
"""
Method to process references in place.
"""
def _get_specs(self, link):
"""
Return a list of spec tuples that define source and target
models.
"""
return []
def _get_code(self, link, source, target):
"""
Returns the code to be executed.
"""
return ''
def _get_triggers(self, link, src_spec):
"""
Returns the changes and events that trigger the callback.
"""
return [], []
def _initialize_models(self, link, source, src_model, src_spec, target, tgt_model, tgt_spec):
"""
Applies any necessary initialization to the source and target
models.
"""
pass
def validate(self):
pass
class JSCallbackGenerator(CallbackGenerator):
def _get_triggers(self, link, src_spec):
return [src_spec[1]], []
def _get_specs(self, link, source, target):
for src_spec, code in link.code.items():
src_specs = src_spec.split('.')
if len(src_specs) > 1:
src_spec = ('.'.join(src_specs[:-1]), src_specs[-1])
else:
src_prop = src_specs[0]
if isinstance(source, Reactive):
src_prop = source._rename.get(src_prop, src_prop)
src_spec = (None, src_prop)
return [(src_spec, (None, None), code)]
class JSLinkCallbackGenerator(JSCallbackGenerator):
def _get_specs(self, link, source, target):
if link.code:
return super(JSLinkCallbackGenerator, self)._get_specs(link, source, target)
specs = []
for src_spec, tgt_spec in link.properties.items():
src_specs = src_spec.split('.')
if len(src_specs) > 1:
src_spec = ('.'.join(src_specs[:-1]), src_specs[-1])
else:
src_prop = src_specs[0]
if isinstance(source, Reactive):
src_prop = source._rename.get(src_prop, src_prop)
src_spec = (None, src_prop)
tgt_specs = tgt_spec.split('.')
if len(tgt_specs) > 1:
tgt_spec = ('.'.join(tgt_specs[:-1]), tgt_specs[-1])
else:
tgt_prop = tgt_specs[0]
if isinstance(target, Reactive):
tgt_prop = target._rename.get(tgt_prop, tgt_prop)
tgt_spec = (None, tgt_prop)
specs.append((src_spec, tgt_spec, None))
return specs
def _initialize_models(self, link, source, src_model, src_spec, target, tgt_model, tgt_spec):
if tgt_model and src_spec and tgt_spec:
setattr(tgt_model, tgt_spec, getattr(src_model, src_spec))
if tgt_model is None and not link.code:
raise ValueError('Model could not be resolved on target '
'%s and no custom code was specified.' %
type(self.target).__name__)
def _process_references(self, references):
"""
Strips target_ prefix from references.
"""
for k in list(references):
if k == 'target' or not k.startswith('target_') or k[7:] in references:
continue
references[k[7:]] = references.pop(k)
def _get_code(self, link, source, src_spec, target, tgt_spec):
return ("value = source[{src_repr}];"
"try {{ property = target.properties[{tgt_repr}];"
"if (property !== undefined) {{ property.validate(value); }} }}"
"catch(err) {{ console.log('WARNING: Could not set {tgt} on target, raised error: ' + err); return; }}"
"target[{tgt_repr}] = value".format(
tgt=tgt_spec, tgt_repr=unicode_repr(tgt_spec),
src=src_spec, src_repr=unicode_repr(src_spec)))
Callback.register_callback(callback=JSCallbackGenerator)
Link.register_callback(callback=JSLinkCallbackGenerator)
Viewable._preprocessing_hooks.append(Callback._process_callbacks)