From 6011ef03120b0d981de286e009c75e932c585770 Mon Sep 17 00:00:00 2001
From: Hamish Graham <hgraham@hpc-201-11-01-a.cr.cnaf.infn.it>
Date: Wed, 15 Sep 2021 10:23:21 +0200
Subject: [PATCH] adding monitoring_sim.py
---
examples/hamish_example/monitoring_sim.py | 109 ++++++++++++++++++++++
1 file changed, 109 insertions(+)
create mode 100644 examples/hamish_example/monitoring_sim.py
diff --git a/examples/hamish_example/monitoring_sim.py b/examples/hamish_example/monitoring_sim.py
new file mode 100644
index 0000000..50a387a
--- /dev/null
+++ b/examples/hamish_example/monitoring_sim.py
@@ -0,0 +1,109 @@
+import pandas_skeleton as ps
+import tree_maker as tm
+from pandas import DataFrame
+
+from bokeh.layouts import column
+from bokeh.models import ColumnDataSource, Slider, WheelZoomTool, BoxZoomTool, Button, PanTool
+from bokeh.plotting import figure
+from bokeh.themes import Theme
+from bokeh.io import show, output_notebook
+from bokeh.models import Select
+
+def bkapp(doc, root, last_key, my_dict):
+ """
+ This creates an interactive plot showing a tree of jobs in a 'flower' shape.
+ """
+ global my_df
+ global source
+ global this_df
+ global my_df_plot
+
+ try:
+ ps.create_tree(root)
+ except:
+ raise Exception('Sorry, I need a root of a tree!')
+
+ x_values, y_values, path = ps.create_xypath(root)
+ my_colors = ps.create_color(root)
+ angles = ps.create_tree_cartesian(root)
+
+ my_df = ps.create_df(root, path, x_values, y_values, my_colors)
+
+ del my_df['handle']
+
+ my_df_plot = my_df
+
+ this_df = my_df.copy()
+
+ final_status = my_dict['status'][-1]
+
+ def callback(attr, _, index_list):
+ global my_df
+ global my_df_selected
+ global my_df_plot
+ source.data = ColumnDataSource.from_df(my_df_plot)
+ my_df_selected = my_df_plot.loc[index_list]
+
+ def initialise():
+ global my_df_plot
+ global my_df
+ my_df_plot = ps.update_color(this_df, my_dict, my_df)
+ my_df = ps.update_color(this_df, my_dict, my_df)
+
+ def my_function(this_df, my_dict):
+ return my_dict['color'][my_dict['status'].index(this_df['status'])]
+
+ def update_color():
+ global my_df_plot
+ global my_df
+ ps.update_status(root)
+ this_df['status'] = ps.create_status(root)
+ this_df['color'] = this_df.apply(lambda x: my_function(x, my_dict), axis=1)
+ my_df = this_df
+ my_df_plot = this_df
+
+ def update_color2():
+ global my_df_plot
+ global my_df
+ ps.update_status(root)
+ this_df['status'] = ps.create_status(root)
+ this_df['color'] = this_df.apply(lambda x: my_function(x, my_dict), axis=1)
+ my_df = this_df
+ my_df_plot = this_df
+ source.data = ColumnDataSource.from_df(my_df_plot)
+
+ update_color()
+
+ source = ColumnDataSource(data=my_df_plot)
+
+ TOOLTIPS = [
+ ('index', "@index"),
+ ('status', "@status"),
+ ('path', "@path")
+]
+ plot = figure(plot_width=400, plot_height=400, tools="lasso_select", title="Select Here", tooltips = TOOLTIPS)
+ plot.circle('x', 'y', source=source, alpha=0.6, size = 15, line_color="black", color = 'color')
+ plot.add_tools(BoxZoomTool(), WheelZoomTool(), PanTool())
+
+ source.selected.on_change('indices', callback)
+
+ select = Select(title="Option:", value="plot", options=["full_df", f"{last_key}", f"not {last_key}"])
+
+ def callback1(attr, old, new):
+ global my_df_plot
+ if new == "full_df":
+ my_df_plot = my_df.copy()
+ if new == f"{last_key}":
+ my_df_plot = my_df[my_df.status == last_key].copy()
+ if new == f"not {last_key}":
+ my_df_plot = my_df[my_df.status != last_key].copy()
+ my_df_plot.reset_index(drop=True, inplace=True)
+ source.data = ColumnDataSource.from_df(my_df_plot)
+
+ select.on_change('value', callback1)
+
+ button = Button(label="Update", button_type="success")
+
+ button.on_click(update_color2)
+
+ doc.add_root(column(plot, button, select))
\ No newline at end of file
--
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