def dashboard():
not_configured = self.check_configured()
if not_configured:
return not_configured
plot = Plot(self.control.statestore)
try:
valid_metrics = plot.fetch_valid_metrics()
box_plot = plot.create_box_plot(valid_metrics[0])
except Exception as e:
valid_metrics = None
box_plot = None
print(e, flush=True)
table_plot = plot.create_table_plot()
# timeline_plot = plot.create_timeline_plot()
timeline_plot = None
clients_plot = plot.create_client_plot()
return render_template('dashboard.html',
show_plot=True,
box_plot=box_plot,
table_plot=table_plot,
timeline_plot=timeline_plot,
clients_plot=clients_plot,
metrics=valid_metrics,
configured=True)
def network():
"""
:return:
"""
not_configured = self.check_configured()
if not_configured:
return not_configured
plot = Plot(self.control.statestore)
round_time_plot = plot.create_round_plot()
mem_cpu_plot = plot.create_cpu_plot()
combiners_plot = plot.create_combiner_plot()
combiner_info = combiner_status()
active_clients = client_status()
return render_template(
'network.html',
network_plot=True,
round_time_plot=round_time_plot,
mem_cpu_plot=mem_cpu_plot,
combiners_plot=combiners_plot,
combiner_info=combiner_info,
active_clients=active_clients['active_clients'],
active_trainers=active_clients['active_trainers'],
active_validators=active_clients['active_validators'],
configured=True)
def change_features():
"""
:return:
"""
feature = request.args['selected']
plot = Plot(self.control.statestore)
graphJSON = plot.create_box_plot(feature)
return graphJSON
def network_graph():
from bokeh.embed import json_item
try:
plot = Plot(self.control.statestore)
result = netgraph()
df_nodes = pd.DataFrame(result['nodes'])
df_edges = pd.DataFrame(result['edges'])
graph = plot.make_netgraph_plot(df_edges, df_nodes)
return json.dumps(json_item(graph, "myplot"))
except:
return ''
def network():
from fedn.clients.reducer.plots import Plot
plot = Plot(self.control.statestore)
round_time_plot = plot.create_round_plot()
mem_cpu_plot = plot.create_cpu_plot()
combiners_plot = plot.create_combiner_plot()
map_plot = create_map()
combiner_info = combiner_stats()
return render_template('index.html',
map_plot=map_plot,
network_plot=True,
round_time_plot=round_time_plot,
mem_cpu_plot=mem_cpu_plot,
combiners_plot=combiners_plot,
combiner_info=combiner_info)
def dashboard():
from fedn.clients.reducer.plots import Plot
plot = Plot(self.control.statestore)
box_plot = plot.create_box_plot()
table_plot = plot.create_table_plot()
#timeline_plot = plot.create_timeline_plot()
timeline_plot = None
clients_plot = plot.create_client_plot()
return render_template(
'index.html',
show_plot=True,
box_plot=box_plot,
table_plot=table_plot,
timeline_plot=timeline_plot,
clients_plot=clients_plot,
)
def network():
not_configured = self.check_configured()
if not_configured:
return not_configured
plot = Plot(self.control.statestore)
round_time_plot = plot.create_round_plot()
mem_cpu_plot = plot.create_cpu_plot()
combiners_plot = plot.create_combiner_plot()
map_plot = create_map()
combiner_info = combiner_stats()
return render_template('network.html',
map_plot=map_plot,
network_plot=True,
round_time_plot=round_time_plot,
mem_cpu_plot=mem_cpu_plot,
combiners_plot=combiners_plot,
combiner_info=combiner_info,
configured=True)