Callbacks enhancements and docs

examples/user_guide/Deploy_and_Export.ipynb

@@ -6,7 +6,9 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "import numpy as np\n",
     "import panel as pn\n",
+    "\n",
     "pn.extension()"
    ]
   },
@@ -496,7 +498,98 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Accessing the Bokeh model\n",
+    "## Scheduling callbacks\n",
+    "\n",
+    "When you build an app you frequently want to schedule a callback to be run periodically to refresh the data and update visual components. Additionally if you want to update Bokeh components directly you may need to schedule a callback to get around Bokeh's document lock to avoid errors like this:\n",
+    "\n",
+    "> RuntimeError: _pending_writes should be non-None when we have a document lock, and we should have the lock when the document changes\n",
+    "\n",
+    "In this section we will discover how we can leverage Bokeh's Document and `pn.state.add_periodic_callback` to set this up.\n",
+    "\n",
+    "### Server callbacks\n",
+    "\n",
+    "The Bokeh server that Panel builds on is designed to be thread safe which requires a set of locks to avoid multiple threads modifying the Bokeh models simultaneously. Therefore if we want to work with Bokeh models directly we should ensure that any changes to a Bokeh model are executed on the correct thread by adding a callback, which the event loop will then execute safely.\n",
+    "\n",
+    "In the example below we will launch an application on a thread using `pn.serve` and make the Bokeh plot (in practice you may provide handles to this object on a class). Finally we will wait 1 second until the server is launched and schedule a callback which updates the `y_range` by accessing the `Document` and calling `add_next_tick_callback` on it. This pattern will ensure that the update to the Bokeh model is executed on the correct thread:\n",
+    "\n",
+    "```python\n",
+    "import time\n",
+    "import panel as pn\n",
+    "\n",
+    "from bokeh.plotting import figure\n",
+    "\n",
+    "global p\n",
+    "p = None\n",
+    "\n",
+    "def app():\n",
+    "    global p\n",
+    "    doc = pn.state.curdoc\n",
+    "    p = figure()\n",
+    "    p.line([1, 2, 3], [1, 2, 3])\n",
+    "    return p\n",
+    "\n",
+    "pn.serve(app, threaded=True)\n",
+    "\n",
+    "time.sleep(1)\n",
+    "\n",
+    "p.document.add_next_tick_callback(lambda: p.y_range.update(start=0, end=4))\n",
+    "```\n",
+    "\n",
+    "### Periodic callbacks\n",
+    "\n",
+    "As we discussed above periodic callbacks allow periodically updating your application with new data. Below we will create a simple Bokeh plot and display it with Panel:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from bokeh.models import ColumnDataSource\n",
+    "from bokeh.plotting import figure\n",
+    "\n",
+    "source = ColumnDataSource({\"x\": range(10), \"y\": range(10)})\n",
+    "p = figure()\n",
+    "p.line(x=\"x\", y=\"y\", source=source)\n",
+    "\n",
+    "bokeh_pane = pn.pane.Bokeh(p)\n",
+    "bokeh_pane.servable()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Now we will define a callback that updates the data on the `ColumnDataSource` and use the `pn.state.add_periodic_callback` method to schedule updates every 200 ms. We will also set a timeout of 5 seconds after which the callback will automatically stop."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def update():\n",
+    "    data = np.random.randint(0, 2 ** 31, 10)\n",
+    "    source.data.update({\"y\": data})\n",
+    "    bokeh_pane.param.trigger('object') # Only needed in notebook\n",
+    "\n",
+    "cb = pn.state.add_periodic_callback(update, 200, timeout=5000)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "In a notebook or bokeh server context we should now see the plot update periodically. The other nice thing about this is that `pn.state.add_periodic_callback` returns `PeriodicCallback` we can call `.stop()` and `.start()` on if we want to stop or pause the periodic execution. Additionally we can also dynamically adjust the period to speed up or slow down the callback."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Accessing the Bokeh model\n",
     "\n",
     "Since Panel is built on top of Bokeh, all Panel objects can easily be converted to a Bokeh model. The ``get_root`` method returns a model representing the contents of a Panel:"
    ]

examples/user_guide/Overview.ipynb

@@ -201,8 +201,10 @@
     "\n",
     "> #### Methods\n",
     "\n",
+    "> - `add_periodic_callback`: Schedules a periodic callback to be run at an interval set by the period\n",
     "> - `kill_all_servers`: Stops all running server sessions.\n",
-    "> - `onload`: Allows defining a callback which is run when a server is fully loaded"
+    "> - `onload`: Allows defining a callback which is run when a server is fully loaded\n",
+    "> - `sync_busy`: Sync an indicator with a boolean value parameter to the busy property on state"
    ]
   }
  ],

panel/callbacks.py

@@ -2,81 +2,12 @@
 Defines callbacks to be executed on a thread or by scheduling it
 on a running bokeh server.
 """
-from __future__ import absolute_import, division, unicode_literals
-
-
-import time
 import param
 
-from .io.state import state
-
-
-class PeriodicCallback(param.Parameterized):
-    """
-    Periodic encapsulates a periodic callback which will run both
-    in tornado based notebook environments and on bokeh server. By
-    default the callback will run until the stop method is called,
-    but count and timeout values can be set to limit the number of
-    executions or the maximum length of time for which the callback
-    will run.
-    """
-
-    callback = param.Callable(doc="""
-        The callback to execute periodically.""")
-
-    count = param.Integer(default=None, doc="""
-        Number of times the callback will be executed, by default
-        this is unlimited.""")
-
-    period = param.Integer(default=500, doc="""
-        Period in milliseconds at which the callback is executed.""")
-
-    timeout = param.Integer(default=None, doc="""
-        Timeout in seconds from the start time at which the callback
-        expires""")
-
-    def __init__(self, **params):
-        super(PeriodicCallback, self).__init__(**params)
-        self._counter = 0
-        self._start_time = None
-        self._timeout = None
-        self._cb = None
-        self._doc = None
-
-    def start(self):
-        if self._cb is not None:
-            raise RuntimeError('Periodic callback has already started.')
-        self._start_time = time.time()
-        if state.curdoc and state.curdoc.session_context:
-            self._doc = state.curdoc
-            self._cb = self._doc.add_periodic_callback(self._periodic_callback, self.period)
-        else:
-            from tornado.ioloop import PeriodicCallback
-            self._cb = PeriodicCallback(self._periodic_callback, self.period)
-            self._cb.start()
-
-    @param.depends('period', watch=True)
-    def _update_period(self):
-        if self._cb:
-            self.stop()
-            self.start()
-
-    def _periodic_callback(self):
-        self.callback()
-        self._counter += 1
-        if self._timeout is not None:
-            dt = (time.time() - self._start_time)
-            if dt > self._timeout:
-                self.stop()
-        if self._counter == self.count:
-            self.stop()
-
-    def stop(self):
-        self._counter = 0
-        self._timeout = None
-        if self._doc:
-            self._doc.remove_periodic_callback(self._cb)
-        else:
-            self._cb.stop()
-        self._cb = None
+from .io.callbacks import PeriodicCallback # noqa
 
+param.main.param.warning(
+    "panel.callbacks module is deprecated and has been moved to "
+    "panel.io.callbacks. Update your import as it will be removed "
+    "in the next minor release."
+)

panel/io/__init__.py

@@ -7,6 +7,7 @@
 
 from ..config import config
 
+from .callbacks import PeriodicCallback # noqa
 from .embed import embed_state # noqa
 from .state import state # noqa
 from .model import add_to_doc, remove_root, diff # noqa

panel/io/callbacks.py

@@ -0,0 +1,79 @@
+"""
+Defines callbacks to be executed on a thread or by scheduling it
+on a running bokeh server.
+"""
+from __future__ import absolute_import, division, unicode_literals
+
+import time
+import param
+
+from .state import state
+
+
+class PeriodicCallback(param.Parameterized):
+    """
+    Periodic encapsulates a periodic callback which will run both
+    in tornado based notebook environments and on bokeh server. By
+    default the callback will run until the stop method is called,
+    but count and timeout values can be set to limit the number of
+    executions or the maximum length of time for which the callback
+    will run.
+    """
+
+    callback = param.Callable(doc="""
+        The callback to execute periodically.""")
+
+    count = param.Integer(default=None, doc="""
+        Number of times the callback will be executed, by default
+        this is unlimited.""")
+
+    period = param.Integer(default=500, doc="""
+        Period in milliseconds at which the callback is executed.""")
+
+    timeout = param.Integer(default=None, doc="""
+        Timeout in milliseconds from the start time at which the callback
+        expires.""")
+
+    def __init__(self, **params):
+        super(PeriodicCallback, self).__init__(**params)
+        self._counter = 0
+        self._start_time = None
+        self._cb = None
+        self._doc = None
+
+    def start(self):
+        if self._cb is not None:
+            raise RuntimeError('Periodic callback has already started.')
+        self._start_time = time.time()
+        if state.curdoc and state.curdoc.session_context:
+            self._doc = state.curdoc
+            self._cb = self._doc.add_periodic_callback(self._periodic_callback, self.period)
+        else:
+            from tornado.ioloop import PeriodicCallback
+            self._cb = PeriodicCallback(self._periodic_callback, self.period)
+            self._cb.start()
+
+    @param.depends('period', watch=True)
+    def _update_period(self):
+        if self._cb:
+            self.stop()
+            self.start()
+
+    def _periodic_callback(self):
+        self.callback()
+        self._counter += 1
+        if self.timeout is not None:
+            dt = (time.time() - self._start_time) * 1000
+            if dt > self.timeout:
+                self.stop()
+        if self._counter == self.count:
+            self.stop()
+
+    def stop(self):
+        self._counter = 0
+        self._timeout = None
+        if self._doc:
+            self._doc.remove_periodic_callback(self._cb)
+        else:
+            self._cb.stop()
+        self._cb = None

panel/io/server.py

@@ -20,6 +20,7 @@
 from bokeh.server.views.static_handler import StaticHandler
 from bokeh.server.urls import per_app_patterns
 from bokeh.settings import settings
+from tornado.ioloop import IOLoop
 from tornado.websocket import WebSocketHandler
 from tornado.web import RequestHandler, StaticFileHandler, authenticated
 from tornado.wsgi import WSGIContainer
@@ -152,7 +153,7 @@ def unlocked():
 
 def serve(panels, port=0, address=None, websocket_origin=None, loop=None,
           show=True, start=True, title=None, verbose=True, location=True,
-          **kwargs):
+          threaded=False, **kwargs):
     """
     Allows serving one or more panel objects on a single server.
     The panels argument should be either a Panel object or a function
@@ -191,11 +192,26 @@ def serve(panels, port=0, address=None, websocket_origin=None, loop=None,
     location : boolean or panel.io.location.Location
       Whether to create a Location component to observe and
       set the URL location.
+    threaded: boolean (default=False)
+      Whether to start the server on a new Thread
     kwargs: dict
       Additional keyword arguments to pass to Server instance
     """
-    return get_server(panels, port, address, websocket_origin, loop,
-                      show, start, title, verbose, location, **kwargs)
+    kwargs = dict(kwargs, **dict(
+        port=port, address=address, websocket_origin=websocket_origin,
+        loop=loop, show=show, start=start, title=title, verbose=verbose,
+        location=location
+    ))
+    if threaded:
+        from tornado.ioloop import IOLoop
+        kwargs['loop'] = loop = IOLoop() if loop is None else loop
+        server = StoppableThread(
+            target=get_server, io_loop=loop, args=(panels,), kwargs=kwargs
+        )
+        server.start()
+    else:
+        server = get_server(panels, **kwargs)
+    return server
 
 
 class ProxyFallbackHandler(RequestHandler):
@@ -215,7 +231,6 @@ def prepare(self):
         self.on_finish()
 
 
-
 def get_static_routes(static_dirs):
     """
     Returns a list of tornado routes of StaticFileHandlers given a
@@ -301,8 +316,6 @@ def get_server(panel, port=0, address=None, websocket_origin=None,
     server : bokeh.server.server.Server
       Bokeh Server instance running this panel
     """
-    from tornado.ioloop import IOLoop
-
     server_id = kwargs.pop('server_id', uuid.uuid4().hex)
     kwargs['extra_patterns'] = extra_patterns = kwargs.get('extra_patterns', [])
     if isinstance(panel, dict):