diff --git a/VS2N.py b/VS2N.py
index 9a63eae6e93288d0df661b65858dc0677cfc6295..39a92a2d6ebe6befa0c107d7d0ba5c85c39f42d6 100755
--- a/VS2N.py
+++ b/VS2N.py
@@ -288,7 +288,7 @@ def processing():
app_vis = dash.Dash(
__name__,
requests_pathname_prefix='/vis/',
- external_stylesheets=[dbc.themes.BOOTSTRAP],
+ external_stylesheets=[dbc.themes.BOOTSTRAP,dbc.icons.FONT_AWESOME],
suppress_callback_exceptions=True,
title="VS2N")
diff --git a/src/Global_Var.py b/src/Global_Var.py
index ce8d739856f5660c0e50e2576f6bed3570d7c9cc..5048ce8d4cec69a698d0b1554bf259899f1a50ea 100755
--- a/src/Global_Var.py
+++ b/src/Global_Var.py
@@ -9,7 +9,7 @@ from config import config
import numpy as np
import pymongo
import socket
-import time
+import traceback
class Global_Var():
@@ -84,8 +84,8 @@ class Global_Var():
self.client.server_info() # will throw an exception if mongodb is not detected
self.db = self.client.list_database_names()
return 1
- except Exception as e:
- print("mongoConnect:" + str(e))
+ except Exception:
+ print("mongoConnect:" + traceback.format_exc())
return 0
def checkExistance(self, app, component):
@@ -175,12 +175,13 @@ class Global_Var():
return x, y
- def createHeatMap(self, x, y, data, depth):
+ def createHeatMap(self, x, y, data, depth, rotation):
""" Create a heatmap from a set of synapses values .
Args:
x , y (int): shape 2D dimensions
data (Array): synapses values
+ rotation: if to rotate the heatmap 90°
Returns:
Array: Heatmap vector
@@ -189,22 +190,27 @@ class Global_Var():
heatmap = np.zeros((x, y))
heatmap[:] = -1
data = data.to_numpy()
-
if(depth == 0): # single depth
for d in data:
- heatmap[int(d[0])][int(d[1])] = d[3]
+ if rotation:
+ heatmap[int(d[0])][int(d[1])] = d[3]
+ else:
+ heatmap[int(d[1])][int(d[0])] = d[3]
else: # multiple dimensions
for d in data:
if(d[2] == 0):
#if(heatmap[int(d[0])][int(d[1])] == -1):
- heatmap[int(d[0])][int(d[1])] = d[3]
+ if rotation:
+ heatmap[int(d[0])][int(d[1])] = d[3]
+ else:
+ heatmap[int(d[1])][int(d[0])] = d[3]
#else:
# heatmap[int(d[0])][int(d[1])] = np.mean(heatmap[int(d[0])][int(d[1])]+d[3])
return heatmap
- except Exception as e:
- print("createHeatMap: "+str(e))
+ except Exception:
+ print("createHeatMap: "+ traceback.format_exc())
def createVerticalHeatMap(self, data):
""" Create a vertical heat map from a given data array .
@@ -279,8 +285,8 @@ class Global_Var():
if not self.config.DEBUG:
self.sparkSession.sparkContext.setLogLevel("Error")
return self.sparkSession.version
- except Exception as e:
- print("createSparkSession:" + str(e))
+ except Exception:
+ print("createSparkSession:" + traceback.format_exc())
return ""
diff --git a/src/Modules/General/layout.py b/src/Modules/General/layout.py
index 8809379ed862aa8bb94087dd3461cb58eba32ca9..a73c001478172f6c1e51acaa7074f32177d09459 100755
--- a/src/Modules/General/layout.py
+++ b/src/Modules/General/layout.py
@@ -308,10 +308,10 @@ class layout(layoutOp):
dcc.Tabs(tabs, id="tabs"),
# Control Layout
dbc.Row([
- html.Div([dbc.Button("<", id="btn-back", className="btn btn-default", style={"marginTop": "12px", "fontWeight": "500", "backgroundColor": "rgb(68, 71, 99)"}),
+ html.Div([dbc.Button(html.I(className="fa-solid fa-angle-left"), id="btn-back", className="btn btn-default", style={"marginTop": "12px", "fontWeight": "500", "backgroundColor": "rgb(68, 71, 99)"}),
dbc.Button("Start", id="btnControle", className="btn btn-success", style={
"marginTop": "12px", "marginLeft": "5px", "width": "100px", "fontWeight": "500"}),
- dbc.Button(">", id="btn-next", className="btn btn-default", style={"marginTop": "12px", "marginLeft": "5px", "fontWeight": "500", "backgroundColor": "rgb(68, 71, 99)"})], className="col-md-4 col-sm-12 col-lg-4"),
+ dbc.Button(html.I(className="fa-solid fa-angle-right"), id="btn-next", className="btn btn-default", style={"marginTop": "12px", "marginLeft": "5px", "fontWeight": "500", "backgroundColor": "rgb(68, 71, 99)"})], className="col-md-4 col-sm-12 col-lg-4"),
html.Div([
html.Div([
html.Span("Update Speed (s)",
diff --git a/src/Modules/Neuron/callbacks.py b/src/Modules/Neuron/callbacks.py
index 96ea315b799782e9641aa65a8be94f880c6eb771..1db92ee0cd253cc788e2632e534aec3fb59822ec 100755
--- a/src/Modules/Neuron/callbacks.py
+++ b/src/Modules/Neuron/callbacks.py
@@ -360,7 +360,7 @@ class callbacks(callbacksOp):
color="#28a745",
style={"marginLeft": "10px","marginRight": "10px"}
),
- html.Div("−", className="btn-danger btn-circle", style={"fontWeight": "500","fontSize":"16px"}, id={"index": str(index), "type": "DeleteComponent"}),html.Div([html.Span(layer+" N: "+neuron, style={"fontSize": "13px", "paddingTop": "10px", "marginRight": "10px"}, className="badge alert-info")], className="d-flex", style={"direction": "rtl", "width": "100%"})], className="d-flex", style={"height": "35px"}),
+ html.Button(html.I(className="fa-solid fa-trash"), style={"fontWeight": "500","fontSize":"16px", "marginLeft": "10px","color":"red","backgroundColor":"#00110000","border":"0"}, id={"index": str(index), "type": "DeleteComponent"}),html.Div([html.Span(layer+" N: "+neuron, style={"fontSize": "13px", "paddingTop": "10px", "marginRight": "10px"}, className="badge alert-info")], className="d-flex", style={"direction": "rtl", "width": "100%"})], className="d-flex", style={"height": "35px"}),
dcc.Graph(id={"index": str(index), "type": "FreqGraph", "layer": layer, "neuron": neuron}, style={
"width": "100%", "height": "290px"}, className="col-12", animate=False, config={"displaylogo": False}),
], className="col-lg-4 col-sm-12 col-xs-12" if(g.finalLabels != None) else "col-lg-6 col-sm-12 col-xs-12"),
@@ -387,7 +387,7 @@ class callbacks(callbacksOp):
color="#28a745",
style={"marginLeft": "10px"})], className="row", style={"height": "35px"}),
dcc.Graph(id={"index": str(index), "type": "AccuracyGraph", "layer": layer, "neuron": neuron}, style={
- "width": "100%", "height": "290px"}, className="col-12", animate=False, config={"displaylogo": False})], className="col-lg-4 col-sm-6 col-xs-6" if(g.finalLabels != None) else "", style={} if(g.finalLabels != None) else {'display': 'none'})],className="row")], style={"background": "rgb(242, 248, 255)", "paddingBottom": "10px", "marginBottom": "10px", "margin": "5px", "borderRadius": "10px"}, id="VisComponent"+str(index))
+ "width": "100%", "height": "290px"}, className="col-12", animate=False, config={"displaylogo": False})], className="col-lg-4 col-sm-6 col-xs-6" if(g.finalLabels != None) else "", style={} if(g.finalLabels != None) else {'display': 'none'})],className="row")], style={"background": "rgb(242, 248, 255)", "paddingBottom": "10px", "marginBottom": "10px", "padding": "5px", "borderRadius": "10px"}, id="VisComponent"+str(index))
def addSpaceHolder(app):
""" Adds a space holder area when no graphs are selected.
diff --git a/src/Modules/Neuron/layout.py b/src/Modules/Neuron/layout.py
index 1ac5a3c2d43b0a3906ac47d4b9f190e9beb4b786..81c30ab51ce42e84096259e8b988addb93022dfc 100755
--- a/src/Modules/Neuron/layout.py
+++ b/src/Modules/Neuron/layout.py
@@ -76,7 +76,7 @@ class layout(layoutOp):
options=[],
multi=False,
style={'width': '150px', "marginLeft": "10px", "textAlign": "start"}),
- dbc.Button("+", id="AddComponentNeuron", n_clicks=0, style={
+ dbc.Button(html.I(className="fa-solid fa-plus"), id="AddComponentNeuron", n_clicks=0, style={
"fontWeight": "500", "marginLeft": "20px", "height": "36px", "backgroundColor": "rgb(68, 71, 99)", "borderColor": "rgb(68, 71, 99)"}), html.Div(id='clear-Neuron', children="False", style={'display': 'none'}), html.Div(id='display-Neuron', children="False", style={'display': 'none'})
], className="d-flex"),
html.Div(id={'type': "GraphsAreaNeuron"}, children=[html.Div(id={'type': "OutputNeurons"}, children=[dcc.Graph(id="SpikePerNeuronFreq", figure=self.SpikePerNeuron3D(self.g), config={"displaylogo": False}, className="col-6"),
diff --git a/src/Modules/Synapse/callbacks.py b/src/Modules/Synapse/callbacks.py
index 739dca484918c2832d4cac5e31e45024ab895862..5bc3e670faa9e4770f7a2a3f515a1bbcc19752fe 100755
--- a/src/Modules/Synapse/callbacks.py
+++ b/src/Modules/Synapse/callbacks.py
@@ -41,9 +41,8 @@ class callbacks(callbacksOp):
[Input("AddComponentSynapse", "n_clicks"), Input(
{"type": "DeleteComponent", "index": ALL}, "n_clicks")],
[State({"type": "GraphsAreaSynapse"}, "children"), State({"type": "GlobalHeatMapAreaSynapse"}, "children"),
- State("LayerFilterSynapse", "value"), State(
- "NeuronFilterSynapse", "value")])
- def InsertRemoveNewElement(addButtonClick, deleteButtonsClick, graphsArea, GlobalHeatmap, selectedLayer, selectedNeuron):
+ State("LayerFilterSynapse", "value"), State("NeuronFilterSynapse", "value"),State("heatmapEditInfo", "data")])
+ def InsertRemoveNewElement(addButtonClick, deleteButtonsClick, graphsArea, GlobalHeatmap, selectedLayer, selectedNeuron, heatmapEditInfo):
""" Insert of remove element.
Args:
@@ -53,6 +52,7 @@ class callbacks(callbacksOp):
GlobalHeatmap (list): list of GLobalHeatma component children
selectedLayer (String): name of the selected layer
selectedNeuron (int): id of selected neuron
+ heatmapEditInfo (Array): heatmap edit stats
Returns:
the updated content of 'GraphsAreaSynapse' and 'GlobalHeatMapAreaSynapse'
@@ -80,7 +80,7 @@ class callbacks(callbacksOp):
data = self.getGlobalSynapseWeights(g,selectedLayer)
super.globalHeatMap[selectedLayer] = data
- return [graphsArea, self.AddGlobalHeatmap(g, selectedLayer, data) if not data.empty else []]
+ return [graphsArea, self.AddGlobalHeatmap(g, selectedLayer, data, heatmapEditInfo) if not data.empty else []]
else:
if(context[0]['prop_id'] != "."):
# Delete item
@@ -167,8 +167,8 @@ class callbacks(callbacksOp):
[Input("display-Synapse", "children")], [State("v-step", "children"), State("interval", "value"),
State({"index": MATCH, "layer": MATCH, "neuron": MATCH, "type": "SynapseFreqGraph"}, "id"),
State({"index": MATCH, "layer": MATCH, "neuron": MATCH, "type": 'Synapse-frequency-switch'}, 'on'),
- State({"index": MATCH, "layer": MATCH, "neuron": MATCH, "type": 'Synapse-HeatMap-switch'}, 'on')])
- def processSynapseData(displayContent, sliderValue, updateInterval, selectedItem, isOnSynapseFreqGraph, isOnHeatmap):
+ State({"index": MATCH, "layer": MATCH, "neuron": MATCH, "type": 'Synapse-HeatMap-switch'}, 'on'),State("heatmapEditInfo", "data")])
+ def processSynapseData(displayContent, sliderValue, updateInterval, selectedItem, isOnSynapseFreqGraph, isOnHeatmap, heatmapEditInfo):
""" Create two graphs using neuron synapses ('SynapseFreqGraph' and 'Heatmap')
Args:
@@ -178,6 +178,7 @@ class callbacks(callbacksOp):
selectedItem (list): selected neuron
isOnSynapseFreqGraph (bool): whether SynapseFreq graph is active or not
isOnHeatmap (bool): whether Heatmap graph is active or not
+ heatmapEditInfo (Array): heatmap edit stats
Raises:
PreventUpdate: in case we don't want to update the content we rise this execption
@@ -201,7 +202,7 @@ class callbacks(callbacksOp):
output = [self.synapseFreqDrawGraph(g, selectedItem["index"],
data, super.xAxisSynapseFreqGraph[selectedItem["index"]], super.xAxisLabel[selectedItem["index"]], super.yAxisSynapseFreqGraph,
super.HeatMapSynapseFreqGraph, isOnSynapseFreqGraph),
- self.heatMap(g, selectedItem["index"], data, super.heatmaps, isOnHeatmap)]
+ self.heatMap(g, selectedItem["index"], data, super.heatmaps, isOnHeatmap, heatmapEditInfo)]
return output
else:
@@ -217,7 +218,7 @@ class callbacks(callbacksOp):
output = [self.synapseFreqDrawGraph(g, selectedItem["index"],
data, super.xAxisSynapseFreqGraph[selectedItem["index"]], super.xAxisLabel[selectedItem["index"]], super.yAxisSynapseFreqGraph,
super.HeatMapSynapseFreqGraph, isOnSynapseFreqGraph),
- self.heatMap(g, selectedItem["index"], data, super.heatmaps, isOnHeatmap)]
+ self.heatMap(g, selectedItem["index"], data, super.heatmaps, isOnHeatmap, heatmapEditInfo)]
return output
else:
@@ -237,7 +238,7 @@ class callbacks(callbacksOp):
output = [self.synapseFreqDrawGraph(g, selectedItem["index"],
data, super.xAxisSynapseFreqGraph[selectedItem["index"]], super.xAxisLabel[selectedItem["index"]], super.yAxisSynapseFreqGraph,
super.HeatMapSynapseFreqGraph, isOnSynapseFreqGraph),
- self.heatMap(g, selectedItem["index"], data, super.heatmaps, isOnHeatmap)]
+ self.heatMap(g, selectedItem["index"], data, super.heatmaps, isOnHeatmap, heatmapEditInfo)]
return output
else:
@@ -266,7 +267,34 @@ class callbacks(callbacksOp):
return [isTabOpen]
except Exception:
print("GlobalHeatMapTab: "+ traceback.format_exc())
+
+ try:
+ # Callback to handle heatmap flipping if needed
+ @app.callback([Output("heatmapEditInfo", "data")],[Input('FlipHeatmapH', 'n_clicks'),Input('FlipHeatmapV', 'n_clicks'),Input('RotateHeatmap', 'n_clicks'),State("heatmapEditInfo", "data")])
+ def HeatmapFlip(FlipHeatmapH, FlipHeatmapV, RotateHeatmap, heatmapEditInfo):
+ """ Function called when flip button clicked
+
+ Args:
+ FlipHeatmapH (int): number of clicks on the FlipHeatmapH button
+ FlipHeatmapV (int): number of clicks on the FlipHeatmapV button
+ RotateHeatmap (int): number of clicks on the RotateHeatmap button
+ heatmapEditInfo (Array): heatmap edit stats
+
+ Returns:
+ if global heatmaps tab should be opened or closed
+ """
+ context = dash.callback_context.triggered
+ if "FlipHeatmapH" in context[0]['prop_id']:
+ heatmapEditInfo[0] = not heatmapEditInfo[0]
+ elif "FlipHeatmapV" in context[0]['prop_id']:
+ heatmapEditInfo[1] = not heatmapEditInfo[1]
+ else:
+ heatmapEditInfo[2] = not heatmapEditInfo[2]
+ return [heatmapEditInfo]
+ except Exception:
+ print("HeatmapFlip: "+ traceback.format_exc())
+
try:
# ------------------------------------------------------------
@@ -293,7 +321,7 @@ class callbacks(callbacksOp):
id={"index": str(index), "layer": layer, "neuron": neuron,
"type": "Synapse-frequency-switch"},
on='True', size=25, color="#28a745", style={"marginLeft": "10px"}),
- html.Div("−", className="btn-danger btn-circle", style={"fontWeight": "500","fontSize":"16px", "marginLeft": "10px"}, id={"index": str(index), "type": "DeleteComponent"}),
+ html.Button(html.I(className="fa-solid fa-trash"), style={"fontWeight": "500","fontSize":"16px", "marginLeft": "10px","color":"red","backgroundColor":"#00110000","border":"0"}, id={"index": str(index), "type": "DeleteComponent"}),
html.Div([html.Span(layer+" N: "+neuron, style={"fontSize": "13px", "paddingTop": "10px", "marginRight": "10px"}, className="badge alert-info")], className="d-flex", style={"direction": "rtl", "width": "100%"})], className="d-flex", style={"height": "35px"}),
dcc.Graph(id={"index": str(index), "type": "SynapseFreqGraph", "layer": layer, "neuron": neuron}, style={
"width": "100%", "height": "290px"}, className="col-12", animate=False, config={"displaylogo": False}),
@@ -309,7 +337,7 @@ class callbacks(callbacksOp):
)], className="d-flex", style={"height": "35px", "direction": "rtl", "paddingRight": "30px"}),
dcc.Graph(id={"index": str(index), "type": "Heatmap", "layer": layer, "neuron": neuron}, style={"width": "100%", "height": "290px"}, className="col-12", animate=False, config={"displaylogo": False}),
], className="col-lg-6 col-sm-12 col-xs-12")
- ], className="row", style={"margin": "10px"})
+ ], className="row", style={"padding": "10px"})
], style={"background": "rgb(242, 248, 255)", "paddingBottom": "10px", "marginBottom": "10px",
"margin": "5px", "borderRadius": "10px"},
@@ -331,13 +359,14 @@ class callbacks(callbacksOp):
id="spaceHolder")
- def AddGlobalHeatmap(self, g, selectedLayer, data):
+ def AddGlobalHeatmap(self, g, selectedLayer, data, heatmapEditInfo):
""" Add global heatmap for selected layer.
Args:
g (Global_Var): reference to access global variables
selectedLayer (String): layer name
data (dataframe): synapses weights of all neurons in the layer
+ heatmapEditInfo (Array): heatmap edit stats
Returns:
html component that contains the global heatmaps
@@ -368,11 +397,14 @@ class callbacks(callbacksOp):
zmin=0,
zmax=1,
z=g.createHeatMap(
- heatMapX, heatMapY, data[data.To == index],depth),
+ heatMapX, heatMapY, data[data.To == index],depth, heatmapEditInfo[2]),
colorscale='jet',
name=str(index)),
row=xx, col=yy)
- fig.update_yaxes(autorange="reversed", row=xx, col=yy)
+ if heatmapEditInfo[0]:
+ fig.update_xaxes(autorange="reversed")
+ if heatmapEditInfo[1]:
+ fig.update_yaxes(autorange="reversed")
fig.update_layout(height=80, width=80)
index += 1
@@ -545,7 +577,7 @@ class callbacks(callbacksOp):
except Exception:
print("synapseFreqDrawGraph: "+ traceback.format_exc())
- def heatMap(self, g, index, data, heatmaps, isOn):
+ def heatMap(self, g, index, data, heatmaps, isOn, heatmapEditInfo):
""" Create heatmap for selected neuron synapses.
Args:
@@ -554,6 +586,7 @@ class callbacks(callbacksOp):
data (list): data to be added to the graph
heatmaps (list): list of heatmaps created
isOn (bool): whether this graph is active or not
+ heatmapEditInfo (Array): heatmap edit stats
Returns:
heatmap content (data and layout)
@@ -563,8 +596,8 @@ class callbacks(callbacksOp):
layout = go.Layout(
margin={'l': 0, 'r': 0, 't': 0, 'b': 25},
uirevision='no reset of zoom',
- yaxis={"autorange": "reversed"},
- xaxis={'showticklabels': False,"ticks":"inside"},
+ xaxis={'showticklabels': False,"ticks":"inside","autorange": "reversed"} if heatmapEditInfo[0] else {'showticklabels': False,"ticks":"inside"},
+ yaxis={"autorange": "reversed"} if heatmapEditInfo[1] else {},
width=400, height=300,
paper_bgcolor= "rgba(255, 255, 255,0)",
plot_bgcolor= "rgba(255, 255, 255,0)")
@@ -590,7 +623,7 @@ class callbacks(callbacksOp):
print("heatMap1: "+ traceback.format_exc())
return {'data': [
go.Heatmap(
- z=g.createHeatMap(heatMapX, heatMapY, pd.DataFrame(heatMapWithIndexs), depth),
+ z=g.createHeatMap(heatMapX, heatMapY, pd.DataFrame(heatMapWithIndexs), depth, heatmapEditInfo[2]),
zmin=0,
zmax=1,
colorscale="jet")],
diff --git a/src/Modules/Synapse/layout.py b/src/Modules/Synapse/layout.py
index d73a80f1a61a7370131d41fb13a20ee7d5d66023..6b981d0f78a8ef8cc594865d5616c3de8b4b26bc 100755
--- a/src/Modules/Synapse/layout.py
+++ b/src/Modules/Synapse/layout.py
@@ -56,6 +56,7 @@ class layout(layoutOp):
[
html.Div(id="synapse-vis", children=[
html.Div([
+ dcc.Store(id="heatmapEditInfo",data=[False,False,False]),
dcc.Dropdown(
id='LayerFilterSynapse',
options=[{'label': str(i), 'value': str(i)} for i in (
@@ -64,11 +65,14 @@ class layout(layoutOp):
dcc.Dropdown(
id='NeuronFilterSynapse', options=[], multi=False,
style={'width': '150px', "marginLeft": "10px", "textAlign": "start"}),
- dbc.Button("+", id="AddComponentSynapse", n_clicks=0, style={
+ dbc.Button(html.I(className="fa-solid fa-plus"), id="AddComponentSynapse", n_clicks=0, style={
"fontWeight": "500", "marginLeft": "20px", "height": "36px",
- "backgroundColor":"rgb(68, 71, 99)","borderColor":"rgb(68, 71, 99)"})
- ,html.Div(id='clear-Synapse',children="False", style={'display': 'none'})
- ,html.Div(id='display-Synapse',children="False", style={'display': 'none'})
+ "backgroundColor":"rgb(68, 71, 99)","borderColor":"rgb(68, 71, 99)"}),
+ dbc.Button(html.I(className="fa-solid fa-left-right"), id="FlipHeatmapH", n_clicks=0, style={"fontWeight": "500", "marginLeft": "20px", "height": "36px","backgroundColor":"rgb(68, 71, 99)","borderColor":"rgb(68, 71, 99)", "color":"white"}),
+ dbc.Button(html.I(className="fa-solid fa-up-down"), id="FlipHeatmapV", n_clicks=0, style={"fontWeight": "500", "marginLeft": "20px", "height": "36px","backgroundColor":"rgb(68, 71, 99)","borderColor":"rgb(68, 71, 99)", "color":"white"}),
+ dbc.Button(html.I(className="fa-solid fa-rotate"), id="RotateHeatmap", n_clicks=0, style={"fontWeight": "500", "marginLeft": "20px", "height": "36px","backgroundColor":"rgb(68, 71, 99)","borderColor":"rgb(68, 71, 99)", "color":"white"}),
+ html.Div(id='clear-Synapse',children="False", style={'display': 'none'}),
+ html.Div(id='display-Synapse',children="False", style={'display': 'none'})
], className="d-flex", style={"paddingBottom": "10px"}),
dbc.Card( dbc.CardBody([dbc.Card([dbc.CardHeader(
dbc.Button( "Layer HeatMap", color="none",