make the 'normalize' argument available in 'runner.live_plot'

Author: basnijholt

adaptive/learner/balancing_learner.py

@@ -276,6 +276,8 @@ def plot_function(*args):
         dm = dm.redim.values(**d)
 
         if dynamic:
+            # XXX: change when https://github.com/pyviz/holoviews/issues/3637
+            # is fixed.
             return dm.map(lambda obj: obj.opts(framewise=True), hv.Element)
         else:
             # XXX: change when https://github.com/ioam/holoviews/issues/3085

adaptive/notebook_integration.py

@@ -96,7 +96,7 @@ def live_plot(runner, *, plotter=None, update_interval=2, name=None, normalize=T
 
     Parameters
     ----------
-    runner : `Runner`
+    runner : `~adaptive.Runner`
     plotter : function
         A function that takes the learner as a argument and returns a
         holoviews object. By default ``learner.plot()`` will be called.

adaptive/runner.py

@@ -558,12 +558,12 @@ def cancel(self):
         """
         self.task.cancel()
 
-    def live_plot(self, *, plotter=None, update_interval=2, name=None):
+    def live_plot(self, *, plotter=None, update_interval=2, name=None, normalize=True):
         """Live plotting of the learner's data.
 
         Parameters
         ----------
-        runner : `Runner`
+        runner : `~adaptive.Runner`
         plotter : function
             A function that takes the learner as a argument and returns a
             holoviews object. By default ``learner.plot()`` will be called.
@@ -573,6 +573,8 @@ def live_plot(self, *, plotter=None, update_interval=2, name=None):
             Name for the `live_plot` task in `adaptive.active_plotting_tasks`.
             By default the name is None and if another task with the same name
             already exists that other `live_plot` is canceled.
+        normalize : bool
+            Normalize (scale to fit) the frame upon each update.
 
         Returns
         -------