paper-lowrate-iot/ns3-simulations/simulate.org

* Run simulations
  To run all the simulations, execute the following call:
  #+NAME: runSim
  #+CALL: runBW(lat=runLat(nbSens=runNbSensors(nbHop=runNbHop())))

  #+RESULTS: runSim

** Experiments
*** Bandwidth
    #+NAME: runBW
    #+BEGIN_SRC bash :noweb yes :results output
      <<singleRun>>
      simKey="BW"
      sensorsNumber=10
      for linksBandwidth in $(seq 10 20 100)
      do
          run
      done      
    #+END_SRC

    #+RESULTS: runBW

    #+RESULTS:

*** Latency
    #+NAME: runLat
    #+BEGIN_SRC bash :noweb yes :results output
      <<singleRun>>
      simKey="LATENCY"
      sensorsNumber=10
      for linksLatency in $(seq 1 1 10)
      do
          run
      done      
    #+END_SRC

    #+RESULTS: runLat

    #+RESULTS:
    
*** Number of sensors
    #+NAME: runNbSensors
    #+BEGIN_SRC bash :noweb yes :results output
      <<singleRun>>
      simKey="NBSENSORS"
      for sensorsNumber in $(seq 1 5)
      do
          run
      done      
    #+END_SRC

    #+RESULTS:

*** Number of Hop
    #+NAME: runNbHop
    #+BEGIN_SRC bash :noweb yes :results output
      <<singleRun>>
      simKey="NBHOP"
      for nbHop in $(seq 1 10)
      do
          run
      done      
    #+END_SRC

** Single Run

   #+NAME: singleRun
   #+BEGIN_SRC bash :eval never :noweb yes :results output
     simulator="simulator/simulator"
     parseEnergyScript="./parseEnergy.awk"
     parseDelayScript="./parseDelay.awk"
     logFolder="logs/"
     export LD_LIBRARY_PATH=${LD_LIBRARY_PATH}:${NS3_PATH}/build/lib

     # Default Parameters
     sensorsSendInterval=10
     sensorsPktSize=5 # 1 byte temperature (-128 à +128 °C) and 4Byte sensorsId
     sensorsNumber=10
     nbHop=10 # Cf paper AC/Yunbo
     linksBandwidth=10
     linksLatency=2
     simKey="NOKEY"

     run () {
         logFile="${logFolder}/${simKey}_${sensorsSendInterval}SSI_${sensorsPktSize}SPS_${sensorsNumber}SN_${nbHop}NH_${linksBandwidth}LB_${linksLatency}LL.org"
         [ -f "$logFile" ] && return
         simCMD="$simulator --sensorsSendInterval=${sensorsSendInterval} --sensorsPktSize=${sensorsPktSize} --sensorsNumber=${sensorsNumber} --nbHop=${nbHop} --linksBandwidth=${linksBandwidth} --linksLatency=${linksLatency} 2>&1"
         log=$(bash -c "$simCMD")

         # Compute some metrics
         energyLog=$(echo "$log" | $parseEnergyScript)
         avgDelay=$(echo "$log" | $parseDelayScript)
         totalEnergy=$(echo "$energyLog"| awk 'BEGIN{power=0;FS=","}NR!=1{power+=$2}END{print(power)}')
         nbPacketCloud=$(echo "$log"|grep -c "CloudSwitch receive")
         nbNodes=$(echo "$log"|awk '/Simulation used/{print($3)}')
         ns3Version=$(echo "$log"|awk '/NS-3 Version/{print($3)}')

         # Save logs
         echo -e "#+TITLE: $(date) ns-3 (version ${ns3Version}) simulation\n" > $logFile
         echo "* Environment Variables" >> $logFile
         env >> $logFile
         echo "* Full Command" >> $logFile
         echo "$simCMD" >> $logFile
         echo "* Output" >> $logFile
         echo "$log" >> $logFile
         echo "* Energy CSV (negative nodeId = WIFI, 0 = AP (Wireless+Wired), positive nodeId = ECOFEN" >> $logFile
         echo "$energyLog" >> $logFile
         echo "* Metrics" >> $logFile
         echo "-METRICSLINE- sensorsSendInterval:${sensorsSendInterval} sensorsPktSize:${sensorsPktSize} sensorsNumber:${sensorsNumber} nbHop:${nbHop} linksBandwidth:${linksBandwidth} linksLatency:${linksLatency} totalEnergy:$totalEnergy nbPacketCloud:$nbPacketCloud nbNodes:$nbNodes avgDelay:${avgDelay} ns3Version:${ns3Version} simKey:${simKey}" >> $logFile

     }

   #+END_SRC

* Logs Analysis
  To Generate all the plots, please execute the following line:
  #+NAME: runAnalysis
  #+CALL: plotToPDF(plots=genAllPlots(data=logToCSV()))

  #+RESULTS: runAnalysis

** R Scripts
*** Generate all plots script
    Available variables:
    |---------------------|
    | Name                |
    |---------------------|
    | sensorsSendInterval |
    | sensorsPktSize      |
    | sensorsNumber       |
    | nbHop               |
    | linksBandwidth      |
    | linksLatency        |
    | totalEnergy         |
    | nbPacketCloud       |
    | nbNodes             |
    | avgDelay            |
    | simKey              |
    |---------------------|

    #+NAME: genAllPlots
    #+BEGIN_SRC R :noweb yes :results output
      <<RUtils>>
      easyPlot("linksLatency","totalEnergy", "LATENCY")
      easyPlot("linksBandwidth","totalEnergy", "BW")
      easyPlot("sensorsNumber","totalEnergy", "NBSENSORS")
      easyPlot("nbHop","totalEnergy", "NBHOP")
    #+END_SRC

*** R Utils
    RUtils is intended to load logs (data.csv) and providing
    simple plot function for them.

    #+NAME: RUtils
    #+BEGIN_SRC R :eval never
      library("tidyverse")

      # Fell free to update the following
      labels=c(nbNodes="Number of nodes",sensorsNumber="Number of sensors",totalEnergy="Total Energy (J)",
        nbHop="Number of hop (AP to Cloud)", linksBandwidth="Links Bandwidth (Mbps)",
        linksLatency="Links Latency (ms)")

      # Load Data
      data=read_csv("logs/data.csv")

      # Get label according to varName
      getLabel=function(varName){
        if(is.na(labels[varName])){
          return(varName)
        }
        return(labels[varName])
      }

      easyPlot=function(X,Y,KEY){
        curData=data%>%filter(simKey==KEY)
        stopifnot(NROW(curData)>0)
        ggplot(curData,aes_string(x=X,y=Y))+geom_point()+geom_line()+xlab(getLabel(X))+ylab(getLabel(Y))
        ggsave(paste0("plots/",KEY,"-",X,"_",Y,".png"))
      }
    #+END_SRC

** Plots -> PDF
   Merge all plots in plots/ folder into a pdf file.
   #+NAME: plotToPDF
   #+BEGIN_SRC bash :results output :noweb yes
     orgFile="plots/plots.org"
     <<singleRun>> # To get all default arguments

     # Write helper function
     function write {
         echo "$1" >> $orgFile
     }

     echo "#+TITLE: Analysis" > $orgFile
     write "#+LATEX_HEADER: \usepackage{fullpage}"
     write "#+OPTIONS: toc:nil"
     # Default arguments
     write '\begin{center}'
     write '\begin{tabular}{lr}'
     write 'Parameters & Values\\'
     write '\hline'
     write "sensorsPktSize & ${sensorsPktSize} bytes\\\\"
     write "sensorsSendInterval & ${sensorsSendInterval}s\\\\"
     write "sensorsNumber & ${sensorsNumber}\\\\"
     write "nbHop & ${nbHop}\\\\"
     write "linksBandwidth & ${linksBandwidth}Mbps\\\\"
     write "linksLatency & ${linksLatency}ms\\\\"
     write '\end{tabular}'
     write '\newline'
     write '\end{center}'

     for plot in $(find plots/ -type f -name "*.png")
     do
         write "\includegraphics[width=0.5\linewidth]{$(basename ${plot})}"
     done

     # Export to pdf
     emacs $orgFile --batch -f org-latex-export-to-pdf --kill  
   #+END_SRC

   #+RESULTS:

** Log -> CSV
   logToCSV extract usefull data from logs and put them into logs/data.csv.

   #+NAME: logToCSV
   #+BEGIN_SRC bash :results none
     csvOutput="logs/data.csv"

     # First save csv header line
     aLog=$(find logs/ -type f -name "*.org"|head -n 1)
     metrics=$(cat $aLog|grep "\-METRICSLINE\-"|sed "s/-METRICSLINE-//g")
     echo $metrics | awk '{for(i=1;i<=NF;i++){split($i,elem,":");printf(elem[1]);if(i<NF)printf(",");else{print("")}}}' > $csvOutput

     # Second save all values
     for logFile in $(find logs/ -type f -name "*.org")
     do
         metrics=$(cat $logFile|grep "\-METRICSLINE\-"|sed "s/-METRICSLINE-//g")
         echo $metrics | awk '{for(i=1;i<=NF;i++){split($i,elem,":");printf(elem[2]);if(i<NF)printf(",");else{print("")}}}' >> $csvOutput
     done
   #+END_SRC