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Send a numpy array as an unencoded binary buffer The encoded format is a dict with the following structure: .. code:: python { '__buffer__' : << an ID to locate the buffer >>, 'shape' : << array shape >>, 'dtype' : << dtype name >>, 'order' ...
def encode_binary_dict(array, buffers): ''' Send a numpy array as an unencoded binary buffer The encoded format is a dict with the following structure: .. code:: python { '__buffer__' : << an ID to locate the buffer >>, 'shape' : << array shape >>, 'dtype...
Decode a base64 encoded array into a NumPy array. Args: data (dict) : encoded array data to decode Data should have the format encoded by :func:`encode_base64_dict`. Returns: np.ndarray
def decode_base64_dict(data): ''' Decode a base64 encoded array into a NumPy array. Args: data (dict) : encoded array data to decode Data should have the format encoded by :func:`encode_base64_dict`. Returns: np.ndarray ''' b64 = base64.b64decode(data['__ndarray__']) arra...
Create a ``CustomJSHover`` instance from a Python functions. The function is translated to JavaScript using PScript. The python functions must have no positional arguments. It is possible to pass Bokeh models (e.g. a ``ColumnDataSource``) as keyword arguments to the functions. ...
def from_py_func(cls, code): ''' Create a ``CustomJSHover`` instance from a Python functions. The function is translated to JavaScript using PScript. The python functions must have no positional arguments. It is possible to pass Bokeh models (e.g. a ``ColumnDataSource``) as keyword ...
Create a CustomJSHover instance from a CoffeeScript snippet. The function bodies are translated to JavaScript functions using node and therefore require return statements. The ``code`` snippet namespace will contain the variable ``value`` (the untransformed value) at render time as well...
def from_coffeescript(cls, code, args={}): ''' Create a CustomJSHover instance from a CoffeeScript snippet. The function bodies are translated to JavaScript functions using node and therefore require return statements. The ``code`` snippet namespace will contain the variable ``value`` (...
Required Sphinx extension setup function.
def setup(app): ''' Required Sphinx extension setup function. ''' app.add_node( bokehjs_content, html=( html_visit_bokehjs_content, html_depart_bokehjs_content ) ) app.add_directive('bokehjs-content', BokehJSContent)
this is copied from sphinx.directives.code.CodeBlock.run it has been changed to accept code and language as an arguments instead of reading from self
def get_codeblock_node(self, code, language): """this is copied from sphinx.directives.code.CodeBlock.run it has been changed to accept code and language as an arguments instead of reading from self """ # type: () -> List[nodes.Node] document = self.state.document ...
This is largely copied from bokeh.sphinxext.bokeh_plot.run
def get_code_language(self): """ This is largely copied from bokeh.sphinxext.bokeh_plot.run """ js_source = self.get_js_source() if self.options.get("include_html", False): resources = get_sphinx_resources(include_bokehjs_api=True) html_source = BJS_HTML.r...
Return JavaScript code and a script tag that can be used to embed Bokeh Plots. The data for the plot is stored directly in the returned JavaScript code. Args: model (Model or Document) : resources (Resources) : script_path (str) : Returns: (js, tag) : Jav...
def autoload_static(model, resources, script_path): ''' Return JavaScript code and a script tag that can be used to embed Bokeh Plots. The data for the plot is stored directly in the returned JavaScript code. Args: model (Model or Document) : resources (Resources) : script_pa...
Return HTML components to embed a Bokeh plot. The data for the plot is stored directly in the returned HTML. An example can be found in examples/embed/embed_multiple.py The returned components assume that BokehJS resources are **already loaded**. The html template in which they will be embedded needs ...
def components(models, wrap_script=True, wrap_plot_info=True, theme=FromCurdoc): ''' Return HTML components to embed a Bokeh plot. The data for the plot is stored directly in the returned HTML. An example can be found in examples/embed/embed_multiple.py The returned components assume that BokehJS reso...
Return an HTML document that embeds Bokeh Model or Document objects. The data for the plot is stored directly in the returned HTML, with support for customizing the JS/CSS resources independently and customizing the jinja2 template. Args: models (Model or Document or seq[Model]) : Bokeh object...
def file_html(models, resources, title=None, template=FILE, template_variables={}, theme=FromCurdoc, suppress_callback_warning=False, _always_new=False): ''' Return an HTML document that embeds Bokeh Model or Document ...
Return a JSON block that can be used to embed standalone Bokeh content. Args: model (Model) : The Bokeh object to embed target (string, optional) A div id to embed the model into. If None, the target id must be supplied in the JavaScript call. theme (Th...
def json_item(model, target=None, theme=FromCurdoc): ''' Return a JSON block that can be used to embed standalone Bokeh content. Args: model (Model) : The Bokeh object to embed target (string, optional) A div id to embed the model into. If None, the target id must ...
Create a JSON string describing a patch to be applied as well as any optional buffers. Args: events : list of events to be translated into patches Returns: str, list : JSON string which can be applied to make the given updates to obj as well as any optional buffers
def process_document_events(events, use_buffers=True): ''' Create a JSON string describing a patch to be applied as well as any optional buffers. Args: events : list of events to be translated into patches Returns: str, list : JSON string which can be applied to make the given upda...
Dev API used to wrap the callback with decorators.
def _copy_with_changed_callback(self, new_callback): ''' Dev API used to wrap the callback with decorators. ''' return PeriodicCallback(self._document, new_callback, self._period, self._id)
Dev API used to wrap the callback with decorators.
def _copy_with_changed_callback(self, new_callback): ''' Dev API used to wrap the callback with decorators. ''' return TimeoutCallback(self._document, new_callback, self._timeout, self._id)
Generate a key to cache a custom extension implementation with. There is no metadata other than the Model classes, so this is the only base to generate a cache key. We build the model keys from the list of ``model.full_name``. This is not ideal but possibly a better solution can be found found later.
def calc_cache_key(custom_models): ''' Generate a key to cache a custom extension implementation with. There is no metadata other than the Model classes, so this is the only base to generate a cache key. We build the model keys from the list of ``model.full_name``. This is not ideal but possibly a...
Create a bundle of selected `models`.
def bundle_models(models): """Create a bundle of selected `models`. """ custom_models = _get_custom_models(models) if custom_models is None: return None key = calc_cache_key(custom_models) bundle = _bundle_cache.get(key, None) if bundle is None: try: _bundle_cache[ke...
Returns CustomModels for models with a custom `__implementation__`
def _get_custom_models(models): """Returns CustomModels for models with a custom `__implementation__`""" if models is None: models = Model.model_class_reverse_map.values() custom_models = OrderedDict() for cls in models: impl = getattr(cls, "__implementation__", None) if impl i...
Returns the compiled implementation of supplied `models`.
def _compile_models(custom_models): """Returns the compiled implementation of supplied `models`. """ ordered_models = sorted(custom_models.values(), key=lambda model: model.full_name) custom_impls = {} dependencies = [] for model in ordered_models: dependencies.extend(list(model.dependencie...
Create a JavaScript bundle with selected `models`.
def _bundle_models(custom_models): """ Create a JavaScript bundle with selected `models`. """ exports = [] modules = [] def read_json(name): with io.open(join(bokehjs_dir, "js", name + ".json"), encoding="utf-8") as f: return json.loads(f.read()) bundles = ["bokeh", "bokeh-api"...
Print an error message and exit. This function will call ``sys.exit`` with the given ``status`` and the process will terminate. Args: message (str) : error message to print status (int) : the exit status to pass to ``sys.exit``
def die(message, status=1): ''' Print an error message and exit. This function will call ``sys.exit`` with the given ``status`` and the process will terminate. Args: message (str) : error message to print status (int) : the exit status to pass to ``sys.exit`` ''' print(messag...
Return a Bokeh application built using a single handler for a script, notebook, or directory. In general a Bokeh :class:`~bokeh.application.application.Application` may have any number of handlers to initialize :class:`~bokeh.document.Document` objects for new client sessions. However, in many cases on...
def build_single_handler_application(path, argv=None): ''' Return a Bokeh application built using a single handler for a script, notebook, or directory. In general a Bokeh :class:`~bokeh.application.application.Application` may have any number of handlers to initialize :class:`~bokeh.document.Document`...
Return a dictionary mapping routes to Bokeh applications built using single handlers, for specified files or directories. This function iterates over ``paths`` and ``argvs`` and calls :func:`~bokeh.command.util.build_single_handler_application` on each to generate the mapping. Args: path (...
def build_single_handler_applications(paths, argvs=None): ''' Return a dictionary mapping routes to Bokeh applications built using single handlers, for specified files or directories. This function iterates over ``paths`` and ``argvs`` and calls :func:`~bokeh.command.util.build_single_handler_applicati...
A context manager to help print more informative error messages when a ``Server`` cannot be started due to a network problem. Args: address (str) : network address that the server will be listening on port (int) : network address that the server will be listening on Example: .. c...
def report_server_init_errors(address=None, port=None, **kwargs): ''' A context manager to help print more informative error messages when a ``Server`` cannot be started due to a network problem. Args: address (str) : network address that the server will be listening on port (int) : networ...
Distance between (lat1, lon1) and (lat2, lon2).
def distance(p1, p2): """Distance between (lat1, lon1) and (lat2, lon2). """ R = 6371 lat1, lon1 = p1 lat2, lon2 = p2 phi1 = radians(lat1) phi2 = radians(lat2) delta_lat = radians(lat2 - lat1) delta_lon = radians(lon2 - lon1) a = haversin(delta_lat) + cos(phi1) * cos(phi2) * haver...
Required Sphinx extension setup function.
def setup(app): ''' Required Sphinx extension setup function. ''' # These two are deprecated and no longer have any effect, to be removed 2.0 app.add_config_value('bokeh_plot_pyfile_include_dirs', [], 'html') app.add_config_value('bokeh_plot_use_relative_paths', False, 'html') app.add_directive('b...
Bind a socket to a port on an address. Args: address (str) : An address to bind a port on, e.g. ``"localhost"`` port (int) : A port number to bind. Pass 0 to have the OS automatically choose a free port. This function returns a 2-tuple with the new socket ...
def bind_sockets(address, port): ''' Bind a socket to a port on an address. Args: address (str) : An address to bind a port on, e.g. ``"localhost"`` port (int) : A port number to bind. Pass 0 to have the OS automatically choose a free port. This functi...
Check a given request host against a whitelist. Args: host (str) : A host string to compare against a whitelist. If the host does not specify a port, then ``":80"`` is implicitly assumed. whitelist (seq[str]) : A list of host patterns to match again...
def check_whitelist(host, whitelist): ''' Check a given request host against a whitelist. Args: host (str) : A host string to compare against a whitelist. If the host does not specify a port, then ``":80"`` is implicitly assumed. whitelist (seq[str]) : ...
Match a host string against a pattern Args: host (str) A hostname to compare to the given pattern pattern (str) A string representing a hostname pattern, possibly including wildcards for ip address octets or ports. This function will return ``True`` if the ...
def match_host(host, pattern): ''' Match a host string against a pattern Args: host (str) A hostname to compare to the given pattern pattern (str) A string representing a hostname pattern, possibly including wildcards for ip address octets or ports. Thi...
Notebook type, acceptable values are 'jupyter' as well as any names defined by external notebook hooks that have been installed.
def notebook_type(self, notebook_type): ''' Notebook type, acceptable values are 'jupyter' as well as any names defined by external notebook hooks that have been installed. ''' if notebook_type is None or not isinstance(notebook_type, string_types): raise ValueError("Noteboo...
Configure output to a standalone HTML file. Calling ``output_file`` not clear the effects of any other calls to ``output_notebook``, etc. It adds an additional output destination (publishing to HTML files). Any other active output modes continue to be active. Args: ...
def output_file(self, filename, title="Bokeh Plot", mode="cdn", root_dir=None): ''' Configure output to a standalone HTML file. Calling ``output_file`` not clear the effects of any other calls to ``output_notebook``, etc. It adds an additional output destination (publishing to HTML file...
Save an HTML file with the data for the current document. Will fall back to the default output state (or an explicitly provided :class:`State` object) for ``filename``, ``resources``, or ``title`` if they are not provided. If the filename is not given and not provided via output state, it is derived fr...
def save(obj, filename=None, resources=None, title=None, template=None, state=None, **kwargs): ''' Save an HTML file with the data for the current document. Will fall back to the default output state (or an explicitly provided :class:`State` object) for ``filename``, ``resources``, or ``title`` if they ...
Collect page names for the sitemap as HTML pages are built.
def html_page_context(app, pagename, templatename, context, doctree): ''' Collect page names for the sitemap as HTML pages are built. ''' site = context['SITEMAP_BASE_URL'] version = context['version'] app.sitemap_links.add(site + version + '/' + pagename + ".html")
Generate a ``sitemap.txt`` from the collected HTML page links.
def build_finished(app, exception): ''' Generate a ``sitemap.txt`` from the collected HTML page links. ''' filename = join(app.outdir, "sitemap.txt") links_iter = status_iterator(sorted(app.sitemap_links), 'adding links to sitemap... ', ...
Required Sphinx extension setup function.
def setup(app): ''' Required Sphinx extension setup function. ''' app.connect('html-page-context', html_page_context) app.connect('build-finished', build_finished) app.sitemap_links = set()
Start a Bokeh Server Tornado Application on a given Tornado IOLoop.
def initialize(self, io_loop): ''' Start a Bokeh Server Tornado Application on a given Tornado IOLoop. ''' self._loop = io_loop for app_context in self._applications.values(): app_context._loop = self._loop self._clients = set() self._stats_job = PeriodicC...
Provide a :class:`~bokeh.resources.Resources` that specifies where Bokeh application sessions should load BokehJS resources from. Args: absolute_url (bool): An absolute URL prefix to use for locating resources. If None, relative URLs are used (default: None)
def resources(self, absolute_url=None): ''' Provide a :class:`~bokeh.resources.Resources` that specifies where Bokeh application sessions should load BokehJS resources from. Args: absolute_url (bool): An absolute URL prefix to use for locating resources. If None, ...
Start the Bokeh Server application. Starting the Bokeh Server Tornado application will run periodic callbacks for stats logging, cleanup, pinging, etc. Additionally, any startup hooks defined by the configured Bokeh applications will be run.
def start(self): ''' Start the Bokeh Server application. Starting the Bokeh Server Tornado application will run periodic callbacks for stats logging, cleanup, pinging, etc. Additionally, any startup hooks defined by the configured Bokeh applications will be run. ''' sel...
Stop the Bokeh Server application. Args: wait (bool): whether to wait for orderly cleanup (default: True) Returns: None
def stop(self, wait=True): ''' Stop the Bokeh Server application. Args: wait (bool): whether to wait for orderly cleanup (default: True) Returns: None ''' # TODO should probably close all connections and shut down all sessions here for context ...
Get an active a session by name application path and session ID. Args: app_path (str) : The configured application path for the application to return a session for. session_id (str) : The session ID of the session to retrieve. Re...
def get_session(self, app_path, session_id): ''' Get an active a session by name application path and session ID. Args: app_path (str) : The configured application path for the application to return a session for. session_id (str) : ...
Gets all currently active sessions for an application. Args: app_path (str) : The configured application path for the application to return sessions for. Returns: list[ServerSession]
def get_sessions(self, app_path): ''' Gets all currently active sessions for an application. Args: app_path (str) : The configured application path for the application to return sessions for. Returns: list[ServerSession] ''' ...
Internal shared implementation to handle both error and warning validation checks. Args: code code_or_name (int or str) : a defined error code or custom message validator_type (str) : either "error" or "warning" Returns: validation decorator
def _validator(code_or_name, validator_type): ''' Internal shared implementation to handle both error and warning validation checks. Args: code code_or_name (int or str) : a defined error code or custom message validator_type (str) : either "error" or "warning" Returns: validat...
Query a collection of Bokeh models and yield any that match the a selector. Args: obj (Model) : object to test selector (JSON-like) : query selector context (dict) : kwargs to supply callable query attributes Yields: Model : objects that match the query Queries are spe...
def find(objs, selector, context=None): ''' Query a collection of Bokeh models and yield any that match the a selector. Args: obj (Model) : object to test selector (JSON-like) : query selector context (dict) : kwargs to supply callable query attributes Yields: Model : o...
Test whether a given Bokeh model matches a given selector. Args: obj (Model) : object to test selector (JSON-like) : query selector context (dict) : kwargs to supply callable query attributes Returns: bool : True if the object matches, False otherwise In general, the selec...
def match(obj, selector, context=None): ''' Test whether a given Bokeh model matches a given selector. Args: obj (Model) : object to test selector (JSON-like) : query selector context (dict) : kwargs to supply callable query attributes Returns: bool : True if the object mat...
Required Sphinx extension setup function.
def setup(app): ''' Required Sphinx extension setup function. ''' app.add_config_value('bokeh_gallery_dir', join("docs", "gallery"), 'html') app.connect('config-inited', config_inited_handler) app.add_directive('bokeh-gallery', BokehGalleryDirective)
Generate a default filename with a given extension, attempting to use the filename of the currently running process, if possible. If the filename of the current process is not available (or would not be writable), then a temporary file with the given extension is returned. Args: ext (str) : th...
def default_filename(ext): ''' Generate a default filename with a given extension, attempting to use the filename of the currently running process, if possible. If the filename of the current process is not available (or would not be writable), then a temporary file with the given extension is returned...
Attempt to return the filename of the currently running Python process Returns None if the filename cannot be detected.
def detect_current_filename(): ''' Attempt to return the filename of the currently running Python process Returns None if the filename cannot be detected. ''' import inspect filename = None frame = inspect.currentframe() try: while frame.f_back and frame.f_globals.get('name') != '_...
Return True if the given base dir is not accessible or writeable
def _no_access(basedir): ''' Return True if the given base dir is not accessible or writeable ''' import os return not os.access(basedir, os.W_OK | os.X_OK)
Whether a give base directory is on the system exex prefix
def _shares_exec_prefix(basedir): ''' Whether a give base directory is on the system exex prefix ''' import sys prefix = sys.exec_prefix return (prefix is not None and basedir.startswith(prefix))
Required Sphinx extension setup function.
def setup(app): ''' Required Sphinx extension setup function. ''' app.add_node(bokeh_palette_group, html=(html_visit_bokeh_palette_group, None)) app.add_directive('bokeh-palette-group', BokehPaletteGroupDirective)
Return args for ``-o`` / ``--output`` to specify where output should be written, and for a ``--args`` to pass on any additional command line args to the subcommand. Subclasses should append these to their class ``args``. Example: .. code-block:: python cla...
def other_args(cls): ''' Return args for ``-o`` / ``--output`` to specify where output should be written, and for a ``--args`` to pass on any additional command line args to the subcommand. Subclasses should append these to their class ``args``. Example: .. code-bl...
Given a kwargs dict, a prefix, and a default value, looks for different color and alpha fields of the given prefix, and fills in the default value if it doesn't exist.
def _pop_colors_and_alpha(glyphclass, kwargs, prefix="", default_alpha=1.0): """ Given a kwargs dict, a prefix, and a default value, looks for different color and alpha fields of the given prefix, and fills in the default value if it doesn't exist. """ result = dict() # TODO: The need to do...
Takes a string and returns a corresponding `Tool` instance.
def _tool_from_string(name): """ Takes a string and returns a corresponding `Tool` instance. """ known_tools = sorted(_known_tools.keys()) if name in known_tools: tool_fn = _known_tools[name] if isinstance(tool_fn, string_types): tool_fn = _known_tools[tool_fn] return ...
Adds tools to the plot object Args: plot (Plot): instance of a plot object tools (seq[Tool or str]|str): list of tool types or string listing the tool names. Those are converted using the _tool_from_string function. I.e.: `wheel_zoom,box_zoom,reset`. tooltips (string...
def _process_tools_arg(plot, tools, tooltips=None): """ Adds tools to the plot object Args: plot (Plot): instance of a plot object tools (seq[Tool or str]|str): list of tool types or string listing the tool names. Those are converted using the _tool_from_string function....
Adds tools to the plot object Args: toolbar (Toolbar): instance of a Toolbar object tools_map (dict[str]|Tool): tool_map from _process_tools_arg active_drag (str or Tool): the tool to set active for drag active_inspect (str or Tool): the tool to set active for inspect active...
def _process_active_tools(toolbar, tool_map, active_drag, active_inspect, active_scroll, active_tap): """ Adds tools to the plot object Args: toolbar (Toolbar): instance of a Toolbar object tools_map (dict[str]|Tool): tool_map from _process_tools_arg active_drag (str or Tool): the tool ...
Create a ``CustomJS`` instance from a Python function. The function is translated to JavaScript using PScript.
def from_py_func(cls, func): """ Create a ``CustomJS`` instance from a Python function. The function is translated to JavaScript using PScript. """ from bokeh.util.deprecation import deprecated deprecated("'from_py_func' is deprecated and will be removed in an eventual 2.0 releas...
Write a message to the websocket after obtaining the appropriate Bokeh Document lock.
def write_message(self, message, binary=False, locked=True): ''' Write a message to the websocket after obtaining the appropriate Bokeh Document lock. ''' def write_message_unlocked(): if self._socket.protocol is None: # Tornado is maybe supposed to do this, ...
Collect external resources set on resource_attr attribute of all models.
def _collect_external_resources(self, resource_attr): """ Collect external resources set on resource_attr attribute of all models.""" external_resources = [] for _, cls in sorted(Model.model_class_reverse_map.items(), key=lambda arg: arg[0]): external = getattr(cls, resource_attr, ...
Set the log level for python Bokeh code.
def py_log_level(self, default='none'): ''' Set the log level for python Bokeh code. ''' level = self._get_str("PY_LOG_LEVEL", default, "debug") LEVELS = {'trace': logging.TRACE, 'debug': logging.DEBUG, 'info' : logging.INFO, 'warn' ...
Return the secret_key, converted to bytes and cached.
def secret_key_bytes(self): ''' Return the secret_key, converted to bytes and cached. ''' if not hasattr(self, '_secret_key_bytes'): key = self.secret_key() if key is None: self._secret_key_bytes = None else: self._secret_key_b...
The absolute path of the BokehJS source code in the installed Bokeh source tree.
def bokehjssrcdir(self): ''' The absolute path of the BokehJS source code in the installed Bokeh source tree. ''' if self._is_dev or self.debugjs: bokehjssrcdir = abspath(join(ROOT_DIR, '..', 'bokehjs', 'src')) if isdir(bokehjssrcdir): return bok...
The CSS files in the BokehJS directory.
def css_files(self): ''' The CSS files in the BokehJS directory. ''' bokehjsdir = self.bokehjsdir() js_files = [] for root, dirnames, files in os.walk(bokehjsdir): for fname in files: if fname.endswith(".css"): js_files.append(join...
Return a serialized JSON representation of objects, suitable to send to BokehJS. This function is typically used to serialize single python objects in the manner expected by BokehJS. In particular, many datetime values are automatically normalized to an expected format. Some Bokeh objects can also ...
def serialize_json(obj, pretty=None, indent=None, **kwargs): ''' Return a serialized JSON representation of objects, suitable to send to BokehJS. This function is typically used to serialize single python objects in the manner expected by BokehJS. In particular, many datetime values are automatical...
Handle special scalars such as (Python, NumPy, or Pandas) datetimes, or Decimal values. Args: obj (obj) : The object to encode. Anything not specifically handled in this method is passed on to the default system JSON encoder.
def transform_python_types(self, obj): ''' Handle special scalars such as (Python, NumPy, or Pandas) datetimes, or Decimal values. Args: obj (obj) : The object to encode. Anything not specifically handled in this method is passed on to the default sy...
The required ``default`` method for ``JSONEncoder`` subclasses. Args: obj (obj) : The object to encode. Anything not specifically handled in this method is passed on to the default system JSON encoder.
def default(self, obj): ''' The required ``default`` method for ``JSONEncoder`` subclasses. Args: obj (obj) : The object to encode. Anything not specifically handled in this method is passed on to the default system JSON encoder. ''' from ....
Add a handler to the pipeline used to initialize new documents. Args: handler (Handler) : a handler for this Application to use to process Documents
def add(self, handler): ''' Add a handler to the pipeline used to initialize new documents. Args: handler (Handler) : a handler for this Application to use to process Documents ''' self._handlers.append(handler) # make sure there is at most one stat...
Fills in a new document using the Application's handlers.
def initialize_document(self, doc): ''' Fills in a new document using the Application's handlers. ''' for h in self._handlers: # TODO (havocp) we need to check the 'failed' flag on each handler # and build a composite error display. In develop mode, we want to ...
Invoked to execute code when a new session is created. This method calls ``on_session_created`` on each handler, in order, with the session context passed as the only argument. May return a ``Future`` which will delay session creation until the ``Future`` completes.
def on_session_created(self, session_context): ''' Invoked to execute code when a new session is created. This method calls ``on_session_created`` on each handler, in order, with the session context passed as the only argument. May return a ``Future`` which will delay session creation ...
Allow flexible selector syntax. Returns: dict
def _select_helper(args, kwargs): """ Allow flexible selector syntax. Returns: dict """ if len(args) > 1: raise TypeError("select accepts at most ONE positional argument.") if len(args) > 0 and len(kwargs) > 0: raise TypeError("select accepts EITHER a positional argument, ...
Query this object and all of its references for objects that match the given selector. There are a few different ways to call the ``select`` method. The most general is to supply a JSON-like query dictionary as the single argument or as keyword arguments: Args: sele...
def select(self, *args, **kwargs): ''' Query this object and all of its references for objects that match the given selector. There are a few different ways to call the ``select`` method. The most general is to supply a JSON-like query dictionary as the single argument or as key...
Splattable list of :class:`~bokeh.models.annotations.Legend` objects.
def legend(self): ''' Splattable list of :class:`~bokeh.models.annotations.Legend` objects. ''' panels = self.above + self.below + self.left + self.right + self.center legends = [obj for obj in panels if isinstance(obj, Legend)] return _legend_attr_splat(legends)
Splattable list of :class:`~bokeh.models.tools.HoverTool` objects.
def hover(self): ''' Splattable list of :class:`~bokeh.models.tools.HoverTool` objects. ''' hovers = [obj for obj in self.tools if isinstance(obj, HoverTool)] return _list_attr_splat(hovers)
Adds an object to the plot in a specified place. Args: obj (Renderer) : the object to add to the Plot place (str, optional) : where to add the object (default: 'center') Valid places are: 'left', 'right', 'above', 'below', 'center'. Returns: None
def add_layout(self, obj, place='center'): ''' Adds an object to the plot in a specified place. Args: obj (Renderer) : the object to add to the Plot place (str, optional) : where to add the object (default: 'center') Valid places are: 'left', 'right', 'above', 'b...
Adds tools to the plot. Args: *tools (Tool) : the tools to add to the Plot Returns: None
def add_tools(self, *tools): ''' Adds tools to the plot. Args: *tools (Tool) : the tools to add to the Plot Returns: None ''' for tool in tools: if not isinstance(tool, Tool): raise ValueError("All arguments to add_tool must ...
Adds a glyph to the plot with associated data sources and ranges. This function will take care of creating and configuring a Glyph object, and then add it to the plot's list of renderers. Args: source (DataSource) : a data source for the glyphs to all use glyph (Glyph) ...
def add_glyph(self, source_or_glyph, glyph=None, **kw): ''' Adds a glyph to the plot with associated data sources and ranges. This function will take care of creating and configuring a Glyph object, and then add it to the plot's list of renderers. Args: source (DataSource) ...
Adds new ``TileRenderer`` into ``Plot.renderers`` Args: tile_source (TileSource) : a tile source instance which contain tileset configuration Keyword Arguments: Additional keyword arguments are passed on as-is to the tile renderer Returns: TileRenderer : Ti...
def add_tile(self, tile_source, **kw): ''' Adds new ``TileRenderer`` into ``Plot.renderers`` Args: tile_source (TileSource) : a tile source instance which contain tileset configuration Keyword Arguments: Additional keyword arguments are passed on as-is to the tile rende...
Create a row of Bokeh Layout objects. Forces all objects to have the same sizing_mode, which is required for complex layouts to work. Args: children (list of :class:`~bokeh.models.layouts.LayoutDOM` ): A list of instances for the row. Can be any of the following - :class:`~bokeh.models.plot...
def row(*args, **kwargs): """ Create a row of Bokeh Layout objects. Forces all objects to have the same sizing_mode, which is required for complex layouts to work. Args: children (list of :class:`~bokeh.models.layouts.LayoutDOM` ): A list of instances for the row. Can be any of the foll...
Create a column of Bokeh Layout objects. Forces all objects to have the same sizing_mode, which is required for complex layouts to work. Args: children (list of :class:`~bokeh.models.layouts.LayoutDOM` ): A list of instances for the column. Can be any of the following - :class:`~bokeh.model...
def column(*args, **kwargs): """ Create a column of Bokeh Layout objects. Forces all objects to have the same sizing_mode, which is required for complex layouts to work. Args: children (list of :class:`~bokeh.models.layouts.LayoutDOM` ): A list of instances for the column. Can be any of...
Create a column of bokeh widgets with predefined styling. Args: children (list of :class:`~bokeh.models.widgets.widget.Widget`): A list of widgets. sizing_mode (``"fixed"``, ``"stretch_both"``, ``"scale_width"``, ``"scale_height"``, ``"scale_both"`` ): How will the items in the layout ...
def widgetbox(*args, **kwargs): """ Create a column of bokeh widgets with predefined styling. Args: children (list of :class:`~bokeh.models.widgets.widget.Widget`): A list of widgets. sizing_mode (``"fixed"``, ``"stretch_both"``, ``"scale_width"``, ``"scale_height"``, ``"scale_both"`` ): How ...
Create a grid-based arrangement of Bokeh Layout objects. Args: children (list of lists of :class:`~bokeh.models.layouts.LayoutDOM` ): A list of lists of instances for a grid layout. Can be any of the following - :class:`~bokeh.models.plots.Plot`, :class:`~bokeh.models.widgets.widget...
def layout(*args, **kwargs): """ Create a grid-based arrangement of Bokeh Layout objects. Args: children (list of lists of :class:`~bokeh.models.layouts.LayoutDOM` ): A list of lists of instances for a grid layout. Can be any of the following - :class:`~bokeh.models.plots.Plot`, ...
Create a grid of plots rendered on separate canvases. The ``gridplot`` function builds a single toolbar for all the plots in the grid. ``gridplot`` is designed to layout a set of plots. For general grid layout, use the :func:`~bokeh.layouts.layout` function. Args: children (list of lists of :c...
def gridplot(children, sizing_mode=None, toolbar_location='above', ncols=None, plot_width=None, plot_height=None, toolbar_options=None, merge_tools=True): ''' Create a grid of plots rendered on separate canvases. The ``gridplot`` function builds a single toolbar for all the plots in the grid. ...
Conveniently create a grid of layoutable objects. Grids are created by using ``GridBox`` model. This gives the most control over the layout of a grid, but is also tedious and may result in unreadable code in practical applications. ``grid()`` function remedies this by reducing the level of control, but...
def grid(children=[], sizing_mode=None, nrows=None, ncols=None): """ Conveniently create a grid of layoutable objects. Grids are created by using ``GridBox`` model. This gives the most control over the layout of a grid, but is also tedious and may result in unreadable code in practical applications...
Recursively create grid from input lists.
def _create_grid(iterable, sizing_mode, layer=0): """Recursively create grid from input lists.""" return_list = [] for item in iterable: if isinstance(item, list): return_list.append(_create_grid(item, sizing_mode, layer+1)) elif isinstance(item, LayoutDOM): if sizing...
Yield successive n-sized chunks from list, l.
def _chunks(l, ncols): """Yield successive n-sized chunks from list, l.""" assert isinstance(ncols, int), "ncols must be an integer" for i in range(0, len(l), ncols): yield l[i: i+ncols]
Wrap a callback function to execute without first obtaining the document lock. Args: func (callable) : The function to wrap Returns: callable : a function wrapped to execute without a |Document| lock. While inside an unlocked callback, it is completely *unsafe* to modify ``curdoc(...
def without_document_lock(func): ''' Wrap a callback function to execute without first obtaining the document lock. Args: func (callable) : The function to wrap Returns: callable : a function wrapped to execute without a |Document| lock. While inside an unlocked callback, it is co...
Return a script tag that embeds content from a Bokeh server. Bokeh apps embedded using these methods will NOT set the browser window title. Args: url (str, optional) : A URL to a Bokeh application on a Bokeh server (default: "default") If ``"default"`` the default URL ``{DEFAU...
def server_document(url="default", relative_urls=False, resources="default", arguments=None): ''' Return a script tag that embeds content from a Bokeh server. Bokeh apps embedded using these methods will NOT set the browser window title. Args: url (str, optional) : A URL to a Bokeh app...
Return a script tag that embeds content from a specific existing session on a Bokeh server. This function is typically only useful for serving from a a specific session that was previously created using the ``bokeh.client`` API. Bokeh apps embedded using these methods will NOT set the browser window t...
def server_session(model=None, session_id=None, url="default", relative_urls=False, resources="default"): ''' Return a script tag that embeds content from a specific existing session on a Bokeh server. This function is typically only useful for serving from a a specific session that was previously crea...
Produce a canonical Bokeh server URL. Args: url (str) A URL to clean, or "defatul". If "default" then the ``BOKEH_SERVER_HTTP_URL`` will be returned. Returns: str
def _clean_url(url): ''' Produce a canonical Bokeh server URL. Args: url (str) A URL to clean, or "defatul". If "default" then the ``BOKEH_SERVER_HTTP_URL`` will be returned. Returns: str ''' if url == 'default': url = DEFAULT_SERVER_HTTP_URL i...
Extract the app path from a Bokeh server URL Args: url (str) : Returns: str
def _get_app_path(url): ''' Extract the app path from a Bokeh server URL Args: url (str) : Returns: str ''' app_path = urlparse(url).path.rstrip("/") if not app_path.startswith("/"): app_path = "/" + app_path return app_path
Return user-supplied HTML arguments to add to a Bokeh server URL. Args: arguments (dict[str, object]) : Key/value pairs to add to the URL Returns: str
def _process_arguments(arguments): ''' Return user-supplied HTML arguments to add to a Bokeh server URL. Args: arguments (dict[str, object]) : Key/value pairs to add to the URL Returns: str ''' if arguments is None: return "" result = "" for key, value in argum...
Implement a check_origin policy for Tornado to call. The supplied origin will be compared to the Bokeh server whitelist. If the origin is not allow, an error will be logged and ``False`` will be returned. Args: origin (str) : The URL of the connection origin ...
def check_origin(self, origin): ''' Implement a check_origin policy for Tornado to call. The supplied origin will be compared to the Bokeh server whitelist. If the origin is not allow, an error will be logged and ``False`` will be returned. Args: origin (str) : ...
Initialize a connection to a client. Returns: None
def open(self): ''' Initialize a connection to a client. Returns: None ''' log.info('WebSocket connection opened') proto_version = self.get_argument("bokeh-protocol-version", default=None) if proto_version is None: self.close() raise...
Perform the specific steps needed to open a connection to a Bokeh session Specifically, this method coordinates: * Getting a session for a session ID (creating a new one if needed) * Creating a protocol receiver and hander * Opening a new ServerConnection and sending it an ACK ...
def _async_open(self, session_id, proto_version): ''' Perform the specific steps needed to open a connection to a Bokeh session Specifically, this method coordinates: * Getting a session for a session ID (creating a new one if needed) * Creating a protocol receiver and hander *...
Process an individual wire protocol fragment. The websocket RFC specifies opcodes for distinguishing text frames from binary frames. Tornado passes us either a text or binary string depending on that opcode, we have to look at the type of the fragment to see what we got. Args: ...
def on_message(self, fragment): ''' Process an individual wire protocol fragment. The websocket RFC specifies opcodes for distinguishing text frames from binary frames. Tornado passes us either a text or binary string depending on that opcode, we have to look at the type of the fragment...
Send a Bokeh Server protocol message to the connected client. Args: message (Message) : a message to send
def send_message(self, message): ''' Send a Bokeh Server protocol message to the connected client. Args: message (Message) : a message to send ''' try: if _message_test_port is not None: _message_test_port.sent.append(message) yield m...
Override parent write_message with a version that acquires a write lock before writing.
def write_message(self, message, binary=False, locked=True): ''' Override parent write_message with a version that acquires a write lock before writing. ''' if locked: with (yield self.write_lock.acquire()): yield super(WSHandler, self).write_message(message,...
Clean up when the connection is closed.
def on_close(self): ''' Clean up when the connection is closed. ''' log.info('WebSocket connection closed: code=%s, reason=%r', self.close_code, self.close_reason) if self.connection is not None: self.application.client_lost(self.connection)
Generate rendered CSS and JS resources suitable for the given collection of Bokeh objects Args: objs (seq[Model or Document]) : resources (BaseResources or tuple[BaseResources]) Returns: tuple
def bundle_for_objs_and_resources(objs, resources): ''' Generate rendered CSS and JS resources suitable for the given collection of Bokeh objects Args: objs (seq[Model or Document]) : resources (BaseResources or tuple[BaseResources]) Returns: tuple ''' if isinstance(r...
Whether any of a collection of objects satisfies a given query predicate Args: objs (seq[Model or Document]) : query (callable) Returns: True, if ``query(obj)`` is True for some object in ``objs``, else False
def _any(objs, query): ''' Whether any of a collection of objects satisfies a given query predicate Args: objs (seq[Model or Document]) : query (callable) Returns: True, if ``query(obj)`` is True for some object in ``objs``, else False ''' for obj in objs: if isin...
Whether a collection of Bokeh objects contains a plot requesting WebGL Args: objs (seq[Model or Document]) : Returns: bool
def _use_gl(objs): ''' Whether a collection of Bokeh objects contains a plot requesting WebGL Args: objs (seq[Model or Document]) : Returns: bool ''' from ..models.plots import Plot return _any(objs, lambda obj: isinstance(obj, Plot) and obj.output_backend == "webgl")
Whether a collection of Bokeh objects contains a TableWidget Args: objs (seq[Model or Document]) : Returns: bool
def _use_tables(objs): ''' Whether a collection of Bokeh objects contains a TableWidget Args: objs (seq[Model or Document]) : Returns: bool ''' from ..models.widgets import TableWidget return _any(objs, lambda obj: isinstance(obj, TableWidget))