diff --git a/src/Global_Var.py b/src/Global_Var.py
index 747e8cb3474dcd68a908450b0d34de2a36c34df8..67fc12f21ad815bbe699f6687580ba9e7a9c730b 100755
--- a/src/Global_Var.py
+++ b/src/Global_Var.py
@@ -27,6 +27,7 @@ class Global_Var():
data_loaded = None
db = None
updateInterval = 1.0 # 1 second
+ InputPerEpoch = 1
stepMax = 0
Max = 0
nbrClasses = 0
diff --git a/src/Modules/General/callbacks.py b/src/Modules/General/callbacks.py
index 75bd78d9f1b2596813d65249179a94ce2ed56613..ff68593ff820d1ef42c301f31c0a90e94acc5a0c 100755
--- a/src/Modules/General/callbacks.py
+++ b/src/Modules/General/callbacks.py
@@ -32,7 +32,7 @@ class callbacks(callbacksOp):
try:
- def processGeneralGraph(data, sliderValue, generalGraphFilter, generalLayerFilter):
+ def processGeneralGraph(data, sliderValue, generalGraphFilter, generalLayerFilter, Epoch):
""" Create general graph components.
Args:
@@ -40,6 +40,7 @@ class callbacks(callbacksOp):
sliderValue (int): value of the slider
generalGraphFilter (list): actual filter of GeneralGraph visualization
generalLayerFilter (list): selected layers for GeneralGraph visualization
+ Epoch (int): Epoch number
Returns:
general graph content
@@ -205,6 +206,15 @@ class callbacks(callbacksOp):
"width": 2},
),row=1, col=1)
+ fig.add_annotation(dict(font=dict(color='rgb(68, 71, 99)',size=15),
+ x=0,
+ y=-0.12,
+ showarrow=False,
+ text="Epoch "+str(Epoch) if Epoch != -1 else "",
+ textangle=0,
+ xanchor='left',
+ xref="paper",
+ yref="paper"))
return fig
except Exception:
@@ -406,8 +416,8 @@ class callbacks(callbacksOp):
@app.callback(
[Output("general-graph", "figure")
], [Input("v-step", "children")],
- [State("interval", "value"), State("GeneralGraphFilter", "value"), State("GeneralLayerFilter", "value"), State('general-graph-switch', 'on')])
- def progressGeneralGraph(sliderValue, updateInterval, generalGraphFilter, generalLayerFilter, generalGraphSwitchIsOn):
+ [State("interval", "value"), State("GeneralGraphFilter", "value"), State("GeneralLayerFilter", "value"), State('general-graph-switch', 'on'),State("InputPerEpoch","value")])
+ def progressGeneralGraph(sliderValue, updateInterval, generalGraphFilter, generalLayerFilter, generalGraphSwitchIsOn,InputPerEpoch):
""" Update the general graph.
Args:
@@ -416,6 +426,7 @@ class callbacks(callbacksOp):
generalGraphFilter (list): actual filter of GeneralGraph visualization
generalLayerFilter (list): selected layers for GeneralGraph visualization
generalGraphSwitchIsOn (bool): general graph switch value
+ InputPerEpoch (int): Number of inputs per epoch
Raises:
no_update: in case we don't want to update the content we rise this execption
@@ -424,6 +435,11 @@ class callbacks(callbacksOp):
content of the graph that contains general information on the network activity
"""
if generalGraphSwitchIsOn:
+ labelData = getNetworkInput(int(sliderValue)*float(updateInterval), g.updateInterval)
+ if labelData != None:
+ labelData = (labelData[1] // InputPerEpoch)+1 if (labelData[1] % InputPerEpoch) != 0 else (labelData[1] // InputPerEpoch)
+ else:
+ labelData = -1
if len(super.xAxisLabel) > 0 and "["+g.getLabelTime(g.updateInterval, sliderValue)+","+g.getLabelTime(g.updateInterval, sliderValue+1)+"]" == super.xAxisLabel[-1]:
return no_update
@@ -436,7 +452,7 @@ class callbacks(callbacksOp):
None, sliderValue, generalGraphFilter, generalLayerFilter)
else:
generalGraph = processGeneralGraph(
- generalData, sliderValue, generalGraphFilter, generalLayerFilter)
+ generalData, sliderValue, generalGraphFilter, generalLayerFilter,labelData)
return [generalGraph]
@@ -447,7 +463,7 @@ class callbacks(callbacksOp):
generalData = GeneralModuleData(
int(sliderValue)*float(updateInterval), generalGraphFilter, generalLayerFilter)
generalGraph = processGeneralGraph(
- generalData, int(sliderValue), generalGraphFilter, generalLayerFilter)
+ generalData, int(sliderValue), generalGraphFilter, generalLayerFilter,labelData)
return [generalGraph]
else:
return no_update
@@ -737,6 +753,7 @@ class callbacks(callbacksOp):
L = dict({i["_id"]: i["C"] for i in labels})
+ print(timestamp, interval, Max)
return [L, Max]
def getSpike(timestamp, interval, layer, perNeuron):
diff --git a/src/Modules/General/layout.py b/src/Modules/General/layout.py
index 446c73d2971eaaa080f5664d1a6909cc81756992..dedc4e1365b7e8e9c57de8eb4a099d0365437c77 100755
--- a/src/Modules/General/layout.py
+++ b/src/Modules/General/layout.py
@@ -158,7 +158,11 @@ class layout(layoutOp):
value=[str(i) for i in (
i["layer"] for i in self.g.LayersNeuronsInfo)],
multi=True,
- style={"minWidth": "20%","marginLeft": "5px", "textAlign": "start"})], className="d-flex", style={"paddingLeft": "20px", 'width': '100%'})
+ style={"minWidth": "20%","marginLeft": "5px", "textAlign": "start"}),
+ # Epoch value
+ html.P("Input/Epoch: ", style={
+ "textAlign": "start", "marginLeft": "20px", "marginTop": "4px"}),
+ dbc.Input(type="number", id="InputPerEpoch", value=self.g.InputPerEpoch, min=100, step=100, style={"width": "auto","marginLeft": "10px", "textAlign": "start"})], className="d-flex", style={"paddingLeft": "20px", 'width': '100%'})
], className="col-12")
], className="d-flex"),
html.Div([dcc.Graph(id='general-graph', config={"displaylogo": False})])], className="col-lg-9 col-sm-12 col-xs-12" if(self.g.labelsExistance) else "col-lg-12 col-sm-12 col-xs-12"),
@@ -206,6 +210,8 @@ class layout(layoutOp):
id='cytoscape-compound',
layout={'name': 'preset'},
boxSelectionEnabled=False,
+ #panningEnabled= False,
+ responsive=True,
style={'width': '100%',
'height': '100%'},
stylesheet=[
@@ -308,7 +314,7 @@ class layout(layoutOp):
html.Div([html.A("Information", target="_blank", rel="noopener noreferrer", href="https://gitlab.univ-lille.fr/bioinsp/VS2N", style={
"color": "rgb(217, 220, 255)"})], className="col-sm-2 col-lg-2 align-self-center", style={"position": "fixed", "textAlign": "start"}),
html.Div([html.A("Log Out", href="/logout", style={"color": "rgb(217, 220, 255)"})], className="col-sm-2 col-lg-2 align-self-center", style={
- "position": "fixed", "right": "0px", "textAlign": "end"})
+ "position": "fixed", "right": "10px", "textAlign": "end"})
], className="col-12", style={"marginRight": "0px", "marginLeft": "0px", "paddingRight": "0px", "paddingLeft": "0px"})
], style={"background": "rgb(68, 71, 99)"}),
dbc.Container([
diff --git a/src/Modules/General/spark.py b/src/Modules/General/spark.py
index eb175ab21d45eba707a0eedd9a5c2eb12e83e735..f57c6a39b223331c1f14e2185a95ce999fed5573 100755
--- a/src/Modules/General/spark.py
+++ b/src/Modules/General/spark.py
@@ -68,6 +68,7 @@ class spark(sparkOp):
self.g.labelsExistance = True
M = max(M, pymongo.collection.Collection(
self.g.db, 'labels').find_one(sort=[("T", -1)])["T"])
+ self.g.InputPerEpoch = pymongo.collection.Collection(self.g.db, 'labels').count_documents({})
else:
print("No labels")
diff --git a/src/templates/index.html b/src/templates/index.html
index 61fd8e2b66888a7b3d6d9d9c43588cda6981e354..b7aca40929a506694ce31acc0cef78583f045191 100755
--- a/src/templates/index.html
+++ b/src/templates/index.html
@@ -21,7 +21,7 @@
<div class="col-12"><a class="navbar-brand" href="#" style="width: 100%;text-align: center;">VS2N</a></div>
<div class="col-sm-2 col-lg-2 align-self-center" style="position: fixed;text-align: start;"><a href="https://gitlab.univ-lille.fr/bioinsp/VS2N" style="
color: rgb(217, 220, 255);" target="_blank" rel="noopener noreferrer">Information</a></div>
- <div class="col-sm-2 col-lg-2 align-self-center" style="position: fixed;right:0px;text-align: end;"><a href="{{url_for('logout')}}" style="color: rgb(217, 220, 255);">Log Out</a></div>
+ <div class="col-sm-2 col-lg-2 align-self-center" style="position: fixed;right:10px;text-align: end;"><a href="{{url_for('logout')}}" style="color: rgb(217, 220, 255);">Log Out</a></div>
</div></nav>
<!-- End NavBar -->