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Segment Size field in plot textbox & Implemented Heatmap of NetDegree vs NoOfNodes on Simulation Runtime

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Sudipta Basak 2024-03-18 22:58:53 +00:00
parent 1303229026
commit 7c769f800b
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2 changed files with 103 additions and 33 deletions
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DAS/visualizor.py
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@ -4,6 +4,7 @@ import matplotlib.pyplot as plt
import seaborn as sns import seaborn as sns
import numpy as np import numpy as np
import os import os
import pandas as pd
def plotData(conf): def plotData(conf):
plt.clf() plt.clf()
@ -171,7 +172,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Box Plot of Restore Row Count by Nodes" conf["title"] = "Box Plot of Restore Row Count by Nodes"
conf["xlabel"] = "Node Type" conf["xlabel"] = "Node Type"
conf["ylabel"] = "Restore Row Count" conf["ylabel"] = "Restore Row Count"
@ -197,7 +199,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Box Plot of Restore Column Count by Nodes" conf["title"] = "Box Plot of Restore Column Count by Nodes"
conf["xlabel"] = "Node Type" conf["xlabel"] = "Node Type"
conf["ylabel"] = "Restore Column Count" conf["ylabel"] = "Restore Column Count"
@ -223,7 +226,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Boxen Plot of Restore Row Count by Nodes" conf["title"] = "Boxen Plot of Restore Row Count by Nodes"
conf["xlabel"] = "Restore Row Count" conf["xlabel"] = "Restore Row Count"
conf["ylabel"] = "Nodes" conf["ylabel"] = "Nodes"
@ -247,7 +251,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Boxen Plot of Restore Column Count by Nodes" conf["title"] = "Boxen Plot of Restore Column Count by Nodes"
conf["xlabel"] = "Restore Column Count" conf["xlabel"] = "Restore Column Count"
conf["ylabel"] = "Nodes" conf["ylabel"] = "Nodes"
@ -271,7 +276,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "ECDF of Restore Row Count by Nodes" conf["title"] = "ECDF of Restore Row Count by Nodes"
conf["xlabel"] = "Restore Row Count" conf["xlabel"] = "Restore Row Count"
conf["ylabel"] = "ECDF" conf["ylabel"] = "ECDF"
@ -299,7 +305,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "ECDF of Restore Column Count by Nodes" conf["title"] = "ECDF of Restore Column Count by Nodes"
conf["xlabel"] = "Restore Column Count" conf["xlabel"] = "Restore Column Count"
conf["ylabel"] = "ECDF" conf["ylabel"] = "ECDF"
@ -327,7 +334,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "ECDF of Messages Sent by Nodes" conf["title"] = "ECDF of Messages Sent by Nodes"
conf["xlabel"] = "Number of Messages Sent" conf["xlabel"] = "Number of Messages Sent"
conf["ylabel"] = "ECDF" conf["ylabel"] = "ECDF"
@ -354,7 +362,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "ECDF of Messages Received by Nodes" conf["title"] = "ECDF of Messages Received by Nodes"
conf["xlabel"] = "Number of Messages Received" conf["xlabel"] = "Number of Messages Received"
conf["ylabel"] = "ECDF" conf["ylabel"] = "ECDF"
@ -381,7 +390,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "ECDF of Samples Received by Nodes" conf["title"] = "ECDF of Samples Received by Nodes"
conf["xlabel"] = "Number of Samples Received" conf["xlabel"] = "Number of Samples Received"
conf["ylabel"] = "ECDF" conf["ylabel"] = "ECDF"
@ -408,7 +418,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "ECDF of Row-Col Distribution by Nodes" conf["title"] = "ECDF of Row-Col Distribution by Nodes"
conf["xlabel"] = "Row-Col Distribution" conf["xlabel"] = "Row-Col Distribution"
conf["ylabel"] = "ECDF" conf["ylabel"] = "ECDF"
@ -435,7 +446,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "ECDF of Samples Repaired by Nodes" conf["title"] = "ECDF of Samples Repaired by Nodes"
conf["xlabel"] = "Number of Samples Repaired" conf["xlabel"] = "Number of Samples Repaired"
conf["ylabel"] = "ECDF" conf["ylabel"] = "ECDF"
@ -462,7 +474,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Number of Samples Received by Nodes" conf["title"] = "Number of Samples Received by Nodes"
conf["xlabel"] = "Node Type" conf["xlabel"] = "Node Type"
conf["ylabel"] = "Number of Samples Received" conf["ylabel"] = "Number of Samples Received"
@ -488,7 +501,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Number of Samples Repaired by Nodes" conf["title"] = "Number of Samples Repaired by Nodes"
conf["xlabel"] = "Node Type" conf["xlabel"] = "Node Type"
conf["ylabel"] = "Number of Samples Repaired" conf["ylabel"] = "Number of Samples Repaired"
@ -514,7 +528,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Row/Column Distribution" conf["title"] = "Row/Column Distribution"
conf["xlabel"] = "Row/Column Type" conf["xlabel"] = "Row/Column Type"
conf["ylabel"] = "Validators Subscribed" conf["ylabel"] = "Validators Subscribed"
@ -545,7 +560,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Number of Messages Sent by Nodes" conf["title"] = "Number of Messages Sent by Nodes"
conf["xlabel"] = "Node Type" conf["xlabel"] = "Node Type"
conf["ylabel"] = "Number of Messages Sent" conf["ylabel"] = "Number of Messages Sent"
@ -569,7 +585,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Number of Messages Received by Nodes" conf["title"] = "Number of Messages Received by Nodes"
conf["xlabel"] = "Node Type" conf["xlabel"] = "Node Type"
conf["ylabel"] = "Number of Messages Received" conf["ylabel"] = "Number of Messages Received"
@ -593,7 +610,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Number of Samples Repaired by Nodes" conf["title"] = "Number of Samples Repaired by Nodes"
conf["type"] = "individual_bar" conf["type"] = "individual_bar"
conf["legLoc"] = 1 conf["legLoc"] = 1
@ -614,7 +632,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Row/Column Distribution" conf["title"] = "Row/Column Distribution"
conf["xlabel"] = "" conf["xlabel"] = ""
conf["ylabel"] = "Validators Subscribed" conf["ylabel"] = "Validators Subscribed"
@ -637,7 +656,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Restore Row Count for Each Node" conf["title"] = "Restore Row Count for Each Node"
conf["type"] = "individual_bar" conf["type"] = "individual_bar"
conf["legLoc"] = 1 conf["legLoc"] = 1
@ -659,7 +679,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Restore Column Count for Each Node" conf["title"] = "Restore Column Count for Each Node"
conf["type"] = "individual_bar" conf["type"] = "individual_bar"
conf["legLoc"] = 1 conf["legLoc"] = 1
@ -681,7 +702,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Percentage of Samples Received by Nodes" conf["title"] = "Percentage of Samples Received by Nodes"
conf["type"] = "individual_bar_with_2line" conf["type"] = "individual_bar_with_2line"
conf["legLoc"] = 1 conf["legLoc"] = 1
@ -716,7 +738,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Number of Samples Received by Nodes" conf["title"] = "Number of Samples Received by Nodes"
conf["type"] = "individual_bar_with_2line" conf["type"] = "individual_bar_with_2line"
conf["legLoc"] = 1 conf["legLoc"] = 1
@ -737,7 +760,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)+"\nMissing Sample: "+str(min(result.missingVector) * 100 / max(result.missingVector))+"%"
conf["title"] = "Missing Samples" conf["title"] = "Missing Samples"
conf["type"] = "plot_with_1line" conf["type"] = "plot_with_1line"
conf["legLoc"] = 1 conf["legLoc"] = 1
@ -770,7 +794,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Nodes/validators ready" conf["title"] = "Nodes/validators ready"
conf["type"] = "plot" conf["type"] = "plot"
conf["legLoc"] = 2 conf["legLoc"] = 2
@ -804,7 +829,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Sent data" conf["title"] = "Sent data"
conf["type"] = "plot" conf["type"] = "plot"
conf["legLoc"] = 2 conf["legLoc"] = 2
@ -836,7 +862,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Received data" conf["title"] = "Received data"
conf["type"] = "plot" conf["type"] = "plot"
conf["legLoc"] = 2 conf["legLoc"] = 2
@ -868,7 +895,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Duplicated data" conf["title"] = "Duplicated data"
conf["type"] = "plot" conf["type"] = "plot"
conf["legLoc"] = 2 conf["legLoc"] = 2
@ -901,7 +929,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Row/Column distribution" conf["title"] = "Row/Column distribution"
conf["type"] = "grouped_bar" conf["type"] = "grouped_bar"
conf["legLoc"] = 2 conf["legLoc"] = 2
@ -928,7 +957,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Number of Messages Sent by Nodes" conf["title"] = "Number of Messages Sent by Nodes"
conf["type"] = "individual_bar" conf["type"] = "individual_bar"
conf["legLoc"] = 1 conf["legLoc"] = 1
@ -950,7 +980,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Number of Messages Sent by Nodes" conf["title"] = "Number of Messages Sent by Nodes"
conf["xlabel"] = "Node Type" conf["xlabel"] = "Node Type"
conf["ylabel"] = "Number of Messages Sent" conf["ylabel"] = "Number of Messages Sent"
@ -967,7 +998,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Number of Messages Received by Nodes" conf["title"] = "Number of Messages Received by Nodes"
conf["type"] = "individual_bar" conf["type"] = "individual_bar"
conf["legLoc"] = 1 conf["legLoc"] = 1
@ -989,7 +1021,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Number of Messages Received by Nodes" conf["title"] = "Number of Messages Received by Nodes"
conf["type"] = "individual_bar" conf["type"] = "individual_bar"
conf["legLoc"] = 1 conf["legLoc"] = 1
@ -1012,7 +1045,8 @@ class Visualizor:
conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\ conf["textBox"] = "Row Size (N, K): "+attrbs['bsrn']+ ", "+attrbs['bsrk']\
+"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\ +"\nColumn Size: (N, K): "+attrbs['bscn']+ ", "+attrbs['bsck']\
+"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\ +"\nNumber of nodes: "+attrbs['nn']+"\nFailure rate: "+attrbs['fr']+"\nMalicious Node: "+attrbs['mn']+"\nNetwork degree: "+attrbs['nd']\
+"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2'] +"\nCustody Rows: "+attrbs['cusr']+"\nCustody Cols: "+attrbs['cusc']+"\nCustody 1: "+attrbs['vpn1']+"\nCustody 2: "+attrbs['vpn2']\
+"\nSegment Size: "+str(self.config.segmentSize)
conf["title"] = "Number of Samples Repaired by Nodes" conf["title"] = "Number of Samples Repaired by Nodes"
conf["type"] = "individual_bar" conf["type"] = "individual_bar"
conf["legLoc"] = 1 conf["legLoc"] = 1
@ -1026,3 +1060,38 @@ class Visualizor:
conf["yaxismax"] = maxi conf["yaxismax"] = maxi
plotData(conf) plotData(conf)
print("Plot %s created." % conf["path"]) print("Plot %s created." % conf["path"])
def plotHeatMapData(self, conf):
data = {'x': conf['x'], 'y': conf['y'], 'weights': conf['weights']}
df = pd.DataFrame(data)
pivot_df = df.pivot_table(index='y', columns='x', values='weights', aggfunc="sum")
sns.heatmap(pivot_df, annot=True, cmap='viridis', fmt='.0f')
plt.xlabel(conf['xlabel'])
plt.ylabel(conf['ylabel'])
plt.title(conf['title'])
plt.savefig(f"results/{self.execID}/heatmaps/{conf['path']}")
# x -> network degree, y -> number of nodes, weights -> simulation duration
def plotNWDegVsNodeOnRuntime(self):
if len(self.results) < 2: return
x, y, weights = [], [], []
for result in self.results:
_netDegree = result.shape.netDegree
_nodes = result.shape.numberNodes
_duration = self.config.stepDuration * (len(result.missingVector) - 1)
x.append(_netDegree)
y.append(_nodes)
weights.append(_duration)
conf = {
'x': x,
'y': y,
'weights': weights,
'xlabel': 'Net Degree',
'ylabel': 'Number of Nodes',
'title': 'Heatmap of Net Degree, Number of Nodes & Simulation Runtime',
'path': 'NWDegNodeDuration.png'
}
self.plotHeatMapData(conf)

1
study.py
View File

@ -93,6 +93,7 @@ def study():
visual = Visualizor(execID, config, results) visual = Visualizor(execID, config, results)
visual.plotHeatmaps("nn", "fr") visual.plotHeatmaps("nn", "fr")
visual.plotNWDegVsNodeOnRuntime()
if __name__ == "__main__": if __name__ == "__main__":
study() study()