#-----------------------------------------------------------------------------
# Copyright (c) 2012 - 2023, Anaconda, Inc., and Bokeh Contributors.
# All rights reserved.
#
# The full license is in the file LICENSE.txt, distributed with this software.
#-----------------------------------------------------------------------------
''' Provide events that represent various changes to Bokeh Documents.
These events are used internally to signal changes to Documents. For
information about user-facing (e.g. UI or tool) events, see the reference
for :ref:`bokeh.events`.
These events are employed for incoming and outgoing websocket messages and
internally for triggering callbacks. For example, the sequence of events that
happens when a user calls a Document API or sets a property resulting in a
"patch event" to the Document:
.. code-block::
user invokes Document API
-> Document API triggers event objects
-> registered callbacks are executed
-> Sesssion callback generates JSON message from event object
-> Session sends JSON message over websocket
But events may also be triggered from the client, and arrive as JSON messages
over the transport layer, which is why the JSON handling and Document API must
be separated. Consider the alternative sequence of events:
.. code-block::
Session recieves JSON message over websocket
-> Document calls event.handle_json
-> handle_json invokes appropriate Document API
-> Document API triggers event objects
-> registered callbacks are executed
-> Session callback suppresses outgoing event
As a final note, message "ping-pong" is avoided by recording a "setter" when
events objects are created. If the session callback notes the event setter is
itself, then no further action (e.g. sending an outgoing change event identical
to the incoming event it just processed) is taken.
'''
#-----------------------------------------------------------------------------
# Boilerplate
#-----------------------------------------------------------------------------
from __future__ import annotations
import logging # isort:skip
log = logging.getLogger(__name__)
#-----------------------------------------------------------------------------
# Imports
#-----------------------------------------------------------------------------
# Standard library imports
from typing import (
TYPE_CHECKING,
Any,
Callable,
ClassVar,
List,
Union,
cast,
)
# Bokeh imports
from ..core.serialization import Serializable, Serializer
from .json import (
ColumnDataChanged,
ColumnsPatched,
ColumnsStreamed,
DocumentPatched,
MessageSent,
ModelChanged,
RootAdded,
RootRemoved,
TitleChanged,
)
if TYPE_CHECKING:
import pandas as pd
from typing_extensions import TypeAlias
from ..core.has_props import Setter
from ..model import Model
from ..models.sources import DataDict
from ..protocol.message import BufferRef
from ..server.callbacks import SessionCallback
from .document import Document
from .json import Patches
#-----------------------------------------------------------------------------
# Globals and constants
#-----------------------------------------------------------------------------
__all__ = (
'ColumnDataChangedEvent',
'ColumnsStreamedEvent',
'ColumnsPatchedEvent',
'DocumentChangedEvent',
'DocumentPatchedEvent',
'ModelChangedEvent',
'RootAddedEvent',
'RootRemovedEvent',
'SessionCallbackAdded',
'SessionCallbackRemoved',
'TitleChangedEvent',
'MessageSentEvent',
)
#-----------------------------------------------------------------------------
# General API
#-----------------------------------------------------------------------------
#-----------------------------------------------------------------------------
# Dev API
#-----------------------------------------------------------------------------
if TYPE_CHECKING:
Buffers: TypeAlias = Union[List[BufferRef], None]
Invoker: TypeAlias = Callable[..., Any] # TODO
class DocumentChangedMixin:
def _document_changed(self, event: DocumentChangedEvent) -> None: ...
class DocumentPatchedMixin:
def _document_patched(self, event: DocumentPatchedEvent) -> None: ...
class DocumentMessageSentMixin:
def _document_message_sent(self, event: MessageSentEvent) -> None: ...
class DocumentModelChangedMixin:
def _document_model_changed(self, event: ModelChangedEvent) -> None: ...
class ColumnDataChangedMixin:
def _column_data_changed(self, event: ColumnDataChangedEvent) -> None: ...
class ColumnsStreamedMixin:
def _columns_streamed(self, event: ColumnsStreamedEvent) -> None: ...
class ColumnsPatchedMixin:
def _columns_patched(self, event: ColumnsPatchedEvent) -> None: ...
class SessionCallbackAddedMixin:
def _session_callback_added(self, event: SessionCallbackAdded) -> None: ...
class SessionCallbackRemovedMixin:
def _session_callback_removed(self, event: SessionCallbackRemoved) -> None: ...
[docs]class DocumentChangedEvent:
''' Base class for all internal events representing a change to a
Bokeh Document.
'''
document: Document
setter: Setter | None
callback_invoker: Invoker | None
[docs] def __init__(self, document: Document, setter: Setter | None = None, callback_invoker: Invoker | None = None) -> None:
'''
Args:
document (Document) :
A Bokeh document that is to be updated.
setter (ClientSession or ServerSession or None, optional) :
This is used to prevent "boomerang" updates to Bokeh apps.
(default: None)
In the context of a Bokeh server application, incoming updates
to properties will be annotated with the session that is
doing the updating. This value is propagated through any
subsequent change notifications that the update triggers.
The session can compare the event setter to itself, and
suppress any updates that originate from itself.
callback_invoker (callable, optional) :
A callable that will invoke any Model callbacks that should
be executed in response to the change that triggered this
event. (default: None)
'''
self.document = document
self.setter = setter
self.callback_invoker = callback_invoker
[docs] def combine(self, event: DocumentChangedEvent) -> bool:
'''
'''
return False
[docs] def dispatch(self, receiver: Any) -> None:
''' Dispatch handling of this event to a receiver.
This method will invoke ``receiver._document_changed`` if it exists.
'''
if hasattr(receiver, '_document_changed'):
cast(DocumentChangedMixin, receiver)._document_changed(self)
[docs]class DocumentPatchedEvent(DocumentChangedEvent, Serializable):
''' A Base class for events that represent updating Bokeh Models and
their properties.
'''
kind: ClassVar[str]
_handlers: ClassVar[dict[str, type[DocumentPatchedEvent]]] = {}
def __init_subclass__(cls):
cls._handlers[cls.kind] = cls
[docs] def dispatch(self, receiver: Any) -> None:
''' Dispatch handling of this event to a receiver.
This method will invoke ``receiver._document_patched`` if it exists.
'''
super().dispatch(receiver)
if hasattr(receiver, '_document_patched'):
cast(DocumentPatchedMixin, receiver)._document_patched(self)
[docs] def to_serializable(self, serializer: Serializer) -> DocumentPatched:
''' Create a JSON representation of this event suitable for sending
to clients.
*Sub-classes must implement this method.*
Args:
serializer (Serializer):
'''
raise NotImplementedError()
[docs] @staticmethod
def handle_event(doc: Document, event_rep: DocumentPatched, setter: Setter | None) -> None:
'''
'''
event_kind = event_rep.pop("kind")
event_cls = DocumentPatchedEvent._handlers.get(event_kind, None)
if event_cls is None:
raise RuntimeError(f"unknown patch event type '{event_kind!r}'")
event = event_cls(document=doc, setter=setter, **event_rep)
event_cls._handle_event(doc, event)
@staticmethod
def _handle_event(doc: Document, event: DocumentPatchedEvent) -> None:
raise NotImplementedError()
[docs]class MessageSentEvent(DocumentPatchedEvent):
'''
'''
kind = "MessageSent"
def __init__(self, document: Document, msg_type: str, msg_data: Any | bytes,
setter: Setter | None = None, callback_invoker: Invoker | None = None):
super().__init__(document, setter, callback_invoker)
self.msg_type = msg_type
self.msg_data = msg_data
[docs] def dispatch(self, receiver: Any) -> None:
super().dispatch(receiver)
if hasattr(receiver, "_document_message_sent"):
cast(DocumentMessageSentMixin, receiver)._document_message_sent(self)
[docs] def to_serializable(self, serializer: Serializer) -> MessageSent:
return MessageSent(
kind=self.kind,
msg_type=self.msg_type,
msg_data=serializer.encode(self.msg_data),
)
@staticmethod
def _handle_event(doc: Document, event: MessageSentEvent) -> None:
message_callbacks = doc.callbacks._message_callbacks.get(event.msg_type, [])
for cb in message_callbacks:
cb(event.msg_data)
[docs]class ModelChangedEvent(DocumentPatchedEvent):
''' A concrete event representing updating an attribute and value of a
specific Bokeh Model.
'''
kind = "ModelChanged"
[docs] def __init__(self, document: Document, model: Model, attr: str, new: Any,
setter: Setter | None = None, callback_invoker: Invoker | None = None):
'''
Args:
document (Document) :
A Bokeh document that is to be updated.
model (Model) :
A Model to update
attr (str) :
The name of the attribute to update on the model.
new (object) :
The new value of the attribute
setter (ClientSession or ServerSession or None, optional) :
This is used to prevent "boomerang" updates to Bokeh apps.
(default: None)
See :class:`~bokeh.document.events.DocumentChangedEvent`
for more details.
callback_invoker (callable, optional) :
A callable that will invoke any Model callbacks that should
be executed in response to the change that triggered this
event. (default: None)
'''
super().__init__(document, setter, callback_invoker)
self.model = model
self.attr = attr
self.new = new
[docs] def combine(self, event: DocumentChangedEvent) -> bool:
'''
'''
if not isinstance(event, ModelChangedEvent):
return False
# If these are not true something weird is going on, maybe updates from
# Python bokeh.client, don't try to combine
if self.setter != event.setter:
return False
if self.document != event.document:
return False
if (self.model == event.model) and (self.attr == event.attr):
self.new = event.new
self.callback_invoker = event.callback_invoker
return True
return False
[docs] def dispatch(self, receiver: Any) -> None:
''' Dispatch handling of this event to a receiver.
This method will invoke ``receiver._document_model_changed`` if it exists.
'''
super().dispatch(receiver)
if hasattr(receiver, '_document_model_changed'):
cast(DocumentModelChangedMixin, receiver)._document_model_changed(self)
[docs] def to_serializable(self, serializer: Serializer) -> ModelChanged:
''' Create a JSON representation of this event suitable for sending
to clients.
Args:
serializer (Serializer):
'''
return ModelChanged(
kind = self.kind,
model = self.model.ref,
attr = self.attr,
new = serializer.encode(self.new),
)
@staticmethod
def _handle_event(doc: Document, event: ModelChangedEvent) -> None:
model = event.model
attr = event.attr
value = event.new
model.set_from_json(attr, value, setter=event.setter)
[docs]class ColumnDataChangedEvent(DocumentPatchedEvent):
''' A concrete event representing efficiently replacing *all*
existing data for a :class:`~bokeh.models.sources.ColumnDataSource`
'''
kind = "ColumnDataChanged"
[docs] def __init__(self, document: Document, model: Model, attr: str, data: DataDict | None = None,
cols: list[str] | None = None, setter: Setter | None = None, callback_invoker: Invoker | None = None):
'''
Args:
document (Document) :
A Bokeh document that is to be updated.
column_source (ColumnDataSource) :
cols (list[str]) :
optional explicit list of column names to update. If None, all
columns will be updated (default: None)
setter (ClientSession or ServerSession or None, optional) :
This is used to prevent "boomerang" updates to Bokeh apps.
(default: None)
See :class:`~bokeh.document.events.DocumentChangedEvent`
for more details.
callback_invoker (callable, optional) :
A callable that will invoke any Model callbacks that should
be executed in response to the change that triggered this
event. (default: None)
'''
super().__init__(document, setter, callback_invoker)
self.model = model
self.attr = attr
self.data = data
self.cols = cols
[docs] def dispatch(self, receiver: Any) -> None:
''' Dispatch handling of this event to a receiver.
This method will invoke ``receiver._column_data_changed`` if it exists.
'''
super().dispatch(receiver)
if hasattr(receiver, '_column_data_changed'):
cast(ColumnDataChangedMixin, receiver)._column_data_changed(self)
[docs] def to_serializable(self, serializer: Serializer) -> ColumnDataChanged:
''' Create a JSON representation of this event suitable for sending
to clients.
.. code-block:: python
{
'kind' : 'ColumnDataChanged'
'column_source' : <reference to a CDS>
'data' : <new data to steam to column_source>
'cols' : <specific columns to update>
}
Args:
serializer (Serializer):
'''
data = self.data if self.data is not None else getattr(self.model, self.attr)
cols = self.cols
if cols is not None:
data = {col: value for col in cols if (value := data.get(col)) is not None}
return ColumnDataChanged(
kind = self.kind,
model = self.model.ref,
attr = self.attr,
data = serializer.encode(data),
cols = serializer.encode(cols),
)
@staticmethod
def _handle_event(doc: Document, event: ColumnDataChangedEvent) -> None:
model = event.model
attr = event.attr
data = event.data
model.set_from_json(attr, data, setter=event.setter)
[docs]class ColumnsStreamedEvent(DocumentPatchedEvent):
''' A concrete event representing efficiently streaming new data
to a :class:`~bokeh.models.sources.ColumnDataSource`
'''
kind = "ColumnsStreamed"
data: DataDict
[docs] def __init__(self, document: Document, model: Model, attr: str, data: DataDict | pd.DataFrame,
rollover: int | None = None, setter: Setter | None = None, callback_invoker: Invoker | None = None):
'''
Args:
document (Document) :
A Bokeh document that is to be updated.
column_source (ColumnDataSource) :
The data source to stream new data to.
data (dict or DataFrame) :
New data to stream.
If a DataFrame, will be stored as ``{c: df[c] for c in df.columns}``
rollover (int, optional) :
A rollover limit. If the data source columns exceed this
limit, earlier values will be discarded to maintain the
column length under the limit.
setter (ClientSession or ServerSession or None, optional) :
This is used to prevent "boomerang" updates to Bokeh apps.
(default: None)
See :class:`~bokeh.document.events.DocumentChangedEvent`
for more details.
callback_invoker (callable, optional) :
A callable that will invoke any Model callbacks that should
be executed in response to the change that triggered this
event. (default: None)
'''
super().__init__(document, setter, callback_invoker)
self.model = model
self.attr = attr
import pandas as pd
if isinstance(data, pd.DataFrame):
data = {c: data[c] for c in data.columns}
self.data = data
self.rollover = rollover
[docs] def dispatch(self, receiver: Any) -> None:
''' Dispatch handling of this event to a receiver.
This method will invoke ``receiver._columns_streamed`` if it exists.
'''
super().dispatch(receiver)
if hasattr(receiver, '_columns_streamed'):
cast(ColumnsStreamedMixin, receiver)._columns_streamed(self)
[docs] def to_serializable(self, serializer: Serializer) -> ColumnsStreamed:
''' Create a JSON representation of this event suitable for sending
to clients.
.. code-block:: python
{
'kind' : 'ColumnsStreamed'
'column_source' : <reference to a CDS>
'data' : <new data to steam to column_source>
'rollover' : <rollover limit>
}
Args:
serializer (Serializer):
'''
return ColumnsStreamed(
kind = self.kind,
model = self.model.ref,
attr = self.attr,
data = serializer.encode(self.data),
rollover = self.rollover,
)
@staticmethod
def _handle_event(doc: Document, event: ColumnsStreamedEvent) -> None:
model = event.model
attr = event.attr
assert attr == "data"
data = event.data
rollover = event.rollover
model._stream(data, rollover, event.setter)
[docs]class ColumnsPatchedEvent(DocumentPatchedEvent):
''' A concrete event representing efficiently applying data patches
to a :class:`~bokeh.models.sources.ColumnDataSource`
'''
kind = "ColumnsPatched"
[docs] def __init__(self, document: Document, model: Model, attr: str, patches: Patches,
setter: Setter | None = None, callback_invoker: Invoker | None = None):
'''
Args:
document (Document) :
A Bokeh document that is to be updated.
column_source (ColumnDataSource) :
The data source to apply patches to.
patches (list) :
setter (ClientSession or ServerSession or None, optional) :
This is used to prevent "boomerang" updates to Bokeh apps.
(default: None)
See :class:`~bokeh.document.events.DocumentChangedEvent`
for more details.
callback_invoker (callable, optional) :
A callable that will invoke any Model callbacks that should
be executed in response to the change that triggered this
event. (default: None)
'''
super().__init__(document, setter, callback_invoker)
self.model = model
self.attr = attr
self.patches = patches
[docs] def dispatch(self, receiver: Any) -> None:
''' Dispatch handling of this event to a receiver.
This method will invoke ``receiver._columns_patched`` if it exists.
'''
super().dispatch(receiver)
if hasattr(receiver, '_columns_patched'):
cast(ColumnsPatchedMixin, receiver)._columns_patched(self)
[docs] def to_serializable(self, serializer: Serializer) -> ColumnsPatched:
''' Create a JSON representation of this event suitable for sending
to clients.
.. code-block:: python
{
'kind' : 'ColumnsPatched'
'column_source' : <reference to a CDS>
'patches' : <patches to apply to column_source>
}
Args:
serializer (Serializer):
'''
return ColumnsPatched(
kind = self.kind,
model = self.model.ref,
attr = self.attr,
patches = serializer.encode(self.patches),
)
@staticmethod
def _handle_event(doc: Document, event: ColumnsPatchedEvent) -> None:
model = event.model
attr = event.attr
assert attr == "data"
patches = event.patches
model.patch(patches, event.setter)
[docs]class TitleChangedEvent(DocumentPatchedEvent):
''' A concrete event representing a change to the title of a Bokeh
Document.
'''
kind = "TitleChanged"
[docs] def __init__(self, document: Document, title: str,
setter: Setter | None = None, callback_invoker: Invoker | None = None):
'''
Args:
document (Document) :
A Bokeh document that is to be updated.
title (str) :
The new title to set on the Document
setter (ClientSession or ServerSession or None, optional) :
This is used to prevent "boomerang" updates to Bokeh apps.
(default: None)
See :class:`~bokeh.document.events.DocumentChangedEvent`
for more details.
callback_invoker (callable, optional) :
A callable that will invoke any Model callbacks that should
be executed in response to the change that triggered this
event. (default: None)
'''
super().__init__(document, setter, callback_invoker)
self.title = title
[docs] def combine(self, event: DocumentChangedEvent) -> bool:
'''
'''
if not isinstance(event, TitleChangedEvent):
return False
# If these are not true something weird is going on, maybe updates from
# Python bokeh.client, don't try to combine
if self.setter != event.setter:
return False
if self.document != event.document:
return False
self.title = event.title
self.callback_invoker = event.callback_invoker
return True
[docs] def to_serializable(self, serializer: Serializer) -> TitleChanged:
''' Create a JSON representation of this event suitable for sending
to clients.
.. code-block:: python
{
'kind' : 'TitleChanged'
'title' : <new title to set>
}
Args:
serializer (Serializer):
'''
return TitleChanged(
kind = self.kind,
title = self.title,
)
@staticmethod
def _handle_event(doc: Document, event: TitleChangedEvent) -> None:
doc.set_title(event.title, event.setter)
[docs]class RootAddedEvent(DocumentPatchedEvent):
''' A concrete event representing a change to add a new Model to a
Document's collection of "root" models.
'''
kind = "RootAdded"
[docs] def __init__(self, document: Document, model: Model, setter: Setter | None = None, callback_invoker: Invoker | None = None) -> None:
'''
Args:
document (Document) :
A Bokeh document that is to be updated.
model (Model) :
The Bokeh Model to add as a Document root.
setter (ClientSession or ServerSession or None, optional) :
This is used to prevent "boomerang" updates to Bokeh apps.
(default: None)
See :class:`~bokeh.document.events.DocumentChangedEvent`
for more details.
callback_invoker (callable, optional) :
A callable that will invoke any Model callbacks that should
be executed in response to the change that triggered this
event. (default: None)
'''
super().__init__(document, setter, callback_invoker)
self.model = model
[docs] def to_serializable(self, serializer: Serializer) -> RootAdded:
''' Create a JSON representation of this event suitable for sending
to clients.
.. code-block:: python
{
'kind' : 'RootAdded'
'title' : <reference to a Model>
}
Args:
serializer (Serializer):
'''
return RootAdded(
kind = self.kind,
model = serializer.encode(self.model),
)
@staticmethod
def _handle_event(doc: Document, event: RootAddedEvent) -> None:
model = event.model
doc.add_root(model, event.setter)
[docs]class RootRemovedEvent(DocumentPatchedEvent):
''' A concrete event representing a change to remove an existing Model
from a Document's collection of "root" models.
'''
kind = "RootRemoved"
[docs] def __init__(self, document: Document, model: Model, setter: Setter | None = None, callback_invoker: Invoker | None = None) -> None:
'''
Args:
document (Document) :
A Bokeh document that is to be updated.
model (Model) :
The Bokeh Model to remove as a Document root.
setter (ClientSession or ServerSession or None, optional) :
This is used to prevent "boomerang" updates to Bokeh apps.
(default: None)
See :class:`~bokeh.document.events.DocumentChangedEvent`
for more details.
callback_invoker (callable, optional) :
A callable that will invoke any Model callbacks that should
be executed in response to the change that triggered this
event. (default: None)
'''
super().__init__(document, setter, callback_invoker)
self.model = model
[docs] def to_serializable(self, serializer: Serializer) -> RootRemoved:
''' Create a JSON representation of this event suitable for sending
to clients.
.. code-block:: python
{
'kind' : 'RootRemoved'
'title' : <reference to a Model>
}
Args:
serializer (Serializer):
'''
return RootRemoved(
kind = self.kind,
model = self.model.ref,
)
@staticmethod
def _handle_event(doc: Document, event: RootRemovedEvent) -> None:
model = event.model
doc.remove_root(model, event.setter)
[docs]class SessionCallbackAdded(DocumentChangedEvent):
''' A concrete event representing a change to add a new callback (e.g.
periodic, timeout, or "next tick") to a Document.
'''
[docs] def __init__(self, document: Document, callback: SessionCallback) -> None:
'''
Args:
document (Document) :
A Bokeh document that is to be updated.
callback (SessionCallback) :
The callback to add
'''
super().__init__(document)
self.callback = callback
[docs] def dispatch(self, receiver: Any) -> None:
''' Dispatch handling of this event to a receiver.
This method will invoke ``receiver._session_callback_added`` if
it exists.
'''
super().dispatch(receiver)
if hasattr(receiver, '_session_callback_added'):
cast(SessionCallbackAddedMixin, receiver)._session_callback_added(self)
[docs]class SessionCallbackRemoved(DocumentChangedEvent):
''' A concrete event representing a change to remove an existing callback
(e.g. periodic, timeout, or "next tick") from a Document.
'''
[docs] def __init__(self, document: Document, callback: SessionCallback) -> None:
'''
Args:
document (Document) :
A Bokeh document that is to be updated.
callback (SessionCallback) :
The callback to remove
'''
super().__init__(document)
self.callback = callback
[docs] def dispatch(self, receiver: Any) -> None:
''' Dispatch handling of this event to a receiver.
This method will invoke ``receiver._session_callback_removed`` if
it exists.
'''
super().dispatch(receiver)
if hasattr(receiver, '_session_callback_removed'):
cast(SessionCallbackRemovedMixin, receiver)._session_callback_removed(self)
DocumentChangeCallback = Callable[[DocumentChangedEvent], None]
#-----------------------------------------------------------------------------
# Private API
#-----------------------------------------------------------------------------
#-----------------------------------------------------------------------------
# Code
#-----------------------------------------------------------------------------