"""Interactive figures in the IPython notebook""" # Note: There is a notebook in # lib/matplotlib/backends/web_backend/nbagg_uat.ipynb to help verify # that changes made maintain expected behaviour. import datetime from base64 import b64encode import json import io import os from matplotlib.externals import six from uuid import uuid4 as uuid import tornado.ioloop from IPython.display import display, Javascript, HTML try: # Jupyter/IPython 4.x or later from ipykernel.comm import Comm except ImportError: # Jupyter/IPython 3.x or earlier from IPython.kernel.comm import Comm from matplotlib import rcParams from matplotlib.figure import Figure from matplotlib import is_interactive from matplotlib.backends.backend_webagg_core import (FigureManagerWebAgg, FigureCanvasWebAggCore, NavigationToolbar2WebAgg, TimerTornado) from matplotlib.backend_bases import (ShowBase, NavigationToolbar2, FigureCanvasBase) class Show(ShowBase): def __call__(self, block=None): from matplotlib._pylab_helpers import Gcf managers = Gcf.get_all_fig_managers() if not managers: return interactive = is_interactive() for manager in managers: manager.show() # plt.figure adds an event which puts the figure in focus # in the activeQue. Disable this behaviour, as it results in # figures being put as the active figure after they have been # shown, even in non-interactive mode. if hasattr(manager, '_cidgcf'): manager.canvas.mpl_disconnect(manager._cidgcf) if not interactive and manager in Gcf._activeQue: Gcf._activeQue.remove(manager) show = Show() def draw_if_interactive(): import matplotlib._pylab_helpers as pylab_helpers if is_interactive(): manager = pylab_helpers.Gcf.get_active() if manager is not None: manager.show() def connection_info(): """ Return a string showing the figure and connection status for the backend. This is intended as a diagnostic tool, and not for general use. """ from matplotlib._pylab_helpers import Gcf result = [] for manager in Gcf.get_all_fig_managers(): fig = manager.canvas.figure result.append('{0} - {0}'.format((fig.get_label() or "Figure {0}".format(manager.num)), manager.web_sockets)) if not is_interactive(): result.append('Figures pending show: {0}'.format(len(Gcf._activeQue))) return '\n'.join(result) # Note: Version 3.2 and 4.x icons # http://fontawesome.io/3.2.1/icons/ # http://fontawesome.io/ # the `fa fa-xxx` part targets font-awesome 4, (IPython 3.x) # the icon-xxx targets font awesome 3.21 (IPython 2.x) _FONT_AWESOME_CLASSES = { 'home': 'fa fa-home icon-home', 'back': 'fa fa-arrow-left icon-arrow-left', 'forward': 'fa fa-arrow-right icon-arrow-right', 'zoom_to_rect': 'fa fa-square-o icon-check-empty', 'move': 'fa fa-arrows icon-move', 'download': 'fa fa-floppy-o icon-save', None: None } class NavigationIPy(NavigationToolbar2WebAgg): # Use the standard toolbar items + download button toolitems = [(text, tooltip_text, _FONT_AWESOME_CLASSES[image_file], name_of_method) for text, tooltip_text, image_file, name_of_method in (NavigationToolbar2.toolitems + (('Download', 'Download plot', 'download', 'download'),)) if image_file in _FONT_AWESOME_CLASSES] class FigureManagerNbAgg(FigureManagerWebAgg): ToolbarCls = NavigationIPy def __init__(self, canvas, num): self._shown = False FigureManagerWebAgg.__init__(self, canvas, num) def display_js(self): # XXX How to do this just once? It has to deal with multiple # browser instances using the same kernel (require.js - but the # file isn't static?). display(Javascript(FigureManagerNbAgg.get_javascript())) def show(self): if not self._shown: self.display_js() self._create_comm() else: self.canvas.draw_idle() self._shown = True def reshow(self): """ A special method to re-show the figure in the notebook. """ self._shown = False self.show() @property def connected(self): return bool(self.web_sockets) @classmethod def get_javascript(cls, stream=None): if stream is None: output = io.StringIO() else: output = stream super(FigureManagerNbAgg, cls).get_javascript(stream=output) with io.open(os.path.join( os.path.dirname(__file__), "web_backend", "nbagg_mpl.js"), encoding='utf8') as fd: output.write(fd.read()) if stream is None: return output.getvalue() def _create_comm(self): comm = CommSocket(self) self.add_web_socket(comm) return comm def destroy(self): self._send_event('close') # need to copy comms as callbacks will modify this list for comm in list(self.web_sockets): comm.on_close() self.clearup_closed() def clearup_closed(self): """Clear up any closed Comms.""" self.web_sockets = set([socket for socket in self.web_sockets if socket.is_open()]) if len(self.web_sockets) == 0: self.canvas.close_event() def remove_comm(self, comm_id): self.web_sockets = set([socket for socket in self.web_sockets if not socket.comm.comm_id == comm_id]) class FigureCanvasNbAgg(FigureCanvasWebAggCore): def new_timer(self, *args, **kwargs): return TimerTornado(*args, **kwargs) def start_event_loop(self, timeout): FigureCanvasBase.start_event_loop_default(self, timeout) def stop_event_loop(self): FigureCanvasBase.stop_event_loop_default(self) def new_figure_manager(num, *args, **kwargs): """ Create a new figure manager instance """ FigureClass = kwargs.pop('FigureClass', Figure) thisFig = FigureClass(*args, **kwargs) return new_figure_manager_given_figure(num, thisFig) def new_figure_manager_given_figure(num, figure): """ Create a new figure manager instance for the given figure. """ from .._pylab_helpers import Gcf def closer(event): Gcf.destroy(num) canvas = FigureCanvasNbAgg(figure) if rcParams['nbagg.transparent']: figure.patch.set_alpha(0) manager = FigureManagerNbAgg(canvas, num) if is_interactive(): manager.show() figure.canvas.draw_idle() canvas.mpl_connect('close_event', closer) return manager class CommSocket(object): """ Manages the Comm connection between IPython and the browser (client). Comms are 2 way, with the CommSocket being able to publish a message via the send_json method, and handle a message with on_message. On the JS side figure.send_message and figure.ws.onmessage do the sending and receiving respectively. """ def __init__(self, manager): self.supports_binary = None self.manager = manager self.uuid = str(uuid()) # Publish an output area with a unique ID. The javascript can then # hook into this area. display(HTML("
" % self.uuid)) try: self.comm = Comm('matplotlib', data={'id': self.uuid}) except AttributeError: raise RuntimeError('Unable to create an IPython notebook Comm ' 'instance. Are you in the IPython notebook?') self.comm.on_msg(self.on_message) manager = self.manager self._ext_close = False def _on_close(close_message): self._ext_close = True manager.remove_comm(close_message['content']['comm_id']) manager.clearup_closed() self.comm.on_close(_on_close) def is_open(self): return not (self._ext_close or self.comm._closed) def on_close(self): # When the socket is closed, deregister the websocket with # the FigureManager. if self.is_open(): try: self.comm.close() except KeyError: # apparently already cleaned it up? pass def send_json(self, content): self.comm.send({'data': json.dumps(content)}) def send_binary(self, blob): # The comm is ascii, so we always send the image in base64 # encoded data URL form. data = b64encode(blob) if six.PY3: data = data.decode('ascii') data_uri = "data:image/png;base64,{0}".format(data) self.comm.send({'data': data_uri}) def on_message(self, message): # The 'supports_binary' message is relevant to the # websocket itself. The other messages get passed along # to matplotlib as-is. # Every message has a "type" and a "figure_id". message = json.loads(message['content']['data']) if message['type'] == 'closing': self.on_close() self.manager.clearup_closed() elif message['type'] == 'supports_binary': self.supports_binary = message['value'] else: self.manager.handle_json(message)