Added New Plot 'No. of Repaired Samples by each Node'

DAS/block.py

@@ -50,12 +50,14 @@ class Block:
         """
         line = self.data[id::self.blockSizeR]
         success = line.count(1)
+        repairedSamples = 0
         if success >= self.blockSizeCK:
             ret = ~line
             self.data[id::self.blockSizeR] = 1
+            repairedSamples = len(line) - success
         else:
             ret = zeros(self.blockSizeC)
-        return ret
+        return ret, repairedSamples
 
     def getRow(self, rowID):
         """It returns the block row corresponding to rowID."""
@@ -71,12 +73,14 @@ class Block:
         """
         line = self.data[id*self.blockSizeR:(id+1)*self.blockSizeR]
         success = line.count(1)
+        repairedSamples = 0
         if success >= self.blockSizeRK:
             ret = ~line
             self.data[id*self.blockSizeR:(id+1)*self.blockSizeR] = 1
+            repairedSamples = len(line) - success
         else:
             ret = zeros(self.blockSizeR)
-        return ret
+        return ret, repairedSamples
 
     def print(self):
         """It prints the block in the terminal (outside of the logger rules))."""

DAS/results.py

@@ -22,6 +22,7 @@ class Result:
         self.sampleRecvCount = [0] * shape.numberNodes
         self.restoreRowCount = [0] * shape.numberNodes
         self.restoreColumnCount = [0] * shape.numberNodes
+        self.repairedSampleCount = [0] * shape.numberNodes
 
     def copyValidators(self, validators):
         """Copy information from simulator.validators to result."""
@@ -32,6 +33,7 @@ class Result:
             self.sampleRecvCount[i] = validators[i].sampleRecvCount
             self.restoreRowCount[i] = validators[i].restoreRowCount
             self.restoreColumnCount[i] = validators[i].restoreColumnCount
+            self.repairedSampleCount[i] = validators[i].repairedSampleCount
 
     def populate(self, shape, config, missingVector):
         """It populates part of the result data inside a vector."""

DAS/validator.py

@@ -62,6 +62,7 @@ class Validator:
         self.sampleRecvCount = 0
         self.restoreRowCount = 0
         self.restoreColumnCount = 0
+        self.repairedSampleCount = 0
         self.logger = logger
         if self.shape.chiR < 1 and self.shape.chiC < 1:
             self.logger.error("Chi has to be greater than 0", extra=self.format)
@@ -518,7 +519,8 @@ class Validator:
 
     def restoreRow(self, id):
         """Restore a given row if repairable."""
-        rep = self.block.repairRow(id)
+        rep, repairedSamples = self.block.repairRow(id)
+        self.repairedSampleCount += repairedSamples
         if (rep.any()):
             # If operation is based on send queues, segments should
             # be queued after successful repair.
@@ -538,7 +540,8 @@ class Validator:
 
     def restoreColumn(self, id):
         """Restore a given column if repairable."""
-        rep = self.block.repairColumn(id)
+        rep, repairedSamples = self.block.repairColumn(id)
+        self.repairedSampleCount += repairedSamples
         if (rep.any()):
             # If operation is based on send queues, segments should
             # be queued after successful repair.

DAS/visualizor.py

@@ -86,6 +86,7 @@ class Visualizor:
             self.plotSentData(result, plotPath)
             self.plotRecvData(result, plotPath)
             self.plotDupData(result, plotPath)
+            self.plotSamplesRepaired(result, plotPath)
             if self.config.saveRCdist:
                 self.plotRowCol(result, plotPath)
 
@@ -380,3 +381,23 @@ class Visualizor:
         conf["yaxismax"] = maxi
         plotData(conf)
         print("Plot %s created." % conf["path"])
+
+    def plotSamplesRepaired(self, result, plotPath):
+        """Plots the number of samples repaired by all nodes"""
+        conf = {}
+        text = str(result.shape).split("-")
+        conf["textBox"] = "Row Size: "+text[2]+"\nColumn Size: "+text[6]+"\nNumber of nodes: "+text[10]\
+            +"\nFailure rate: "+text[14]+"%"+"\nNetwork degree: "+text[32]+"\nMalicious Nodes: "+text[36]+"%"
+        conf["title"] = "Number of Samples Repaired by Nodes"
+        conf["type"] = "individual_bar"
+        conf["legLoc"] = 1
+        conf["desLoc"] = 1
+        conf["xlabel"] = "Nodes"
+        conf["ylabel"] = "Number of Samples Repaired"
+        conf["data"] = result.repairedSampleCount
+        conf["xdots"] = range(result.shape.numberNodes)
+        conf["path"] = plotPath + "/repairedSampleCount.png"
+        maxi = max(conf["data"])
+        conf["yaxismax"] = maxi
+        plotData(conf)
+        print("Plot %s created." % conf["path"])