timeslices as options

Author: yvictorck

complete_data1/.DS_Store

@@ -0,0 +1,3 @@
+min 10
+max 11
+timeslice_us 30.0

complete_data1/2vm_aimd_a3p5_b9_11p0.txt

@@ -0,0 +1,312 @@
+from os import listdir
+from os.path import isfile, join
+onlyfiles = [f for f in listdir('./') if isfile(join('./', f))]
+# print(onlyfiles)
+
+files = [ f for f in onlyfiles if "2vm_" in f]
+print(files)
+
+
+
+
+import matplotlib.pyplot as plt
+import matplotlib.animation as animation
+from matplotlib.widgets import Cursor
+from matplotlib.font_manager import FontProperties
+from matplotlib.widgets import CheckButtons
+
+import time
+for f in files:
+
+
+    fig = plt.figure(figsize=(10, 7))
+    ax1 = fig.add_subplot(2,1,1)
+    ax2 = fig.add_subplot(2,1,2)
+    buf = 1000
+    show_frames=1
+    show_anchors=0
+    show_dummies=0
+    show_ts=0
+    font_per = [{'family': 'serif',
+            'color':  'k',
+            'size': 12,
+            },{'family': 'serif',
+            'color':  'k',
+            # 'weight': 'bold',
+            'size': 24,
+            }]
+
+    ax_rtxen = plt.axes([0, 0.91, 0.2, 0.12])
+    ax_rtxen.text(0.06,0.42,'Average VM1 CPU Utilization(%/sec):',fontdict=font_per[0])
+    ax_rtxen_txt = ax_rtxen.text(0.1,0.01,'%.2f%%'%(0),fontdict=font_per[1])
+    ax_rtxen.axis('off')
+
+
+    ax_xen = plt.axes([0.65, 0.91, 0.2, 0.12])
+    ax_xen.text(0.08,0.42,'Average VM2 CPU Utilization(%/sec):',fontdict=font_per[0])
+    ax_xen_txt = ax_xen.text(0.4,0.01,'%.2f%%'%(0),fontdict=font_per[1])
+    ax_xen.axis('off')
+
+    last_ts=[15,15]
+
+    maxx=30000
+
+
+
+    pullData = open(f,"r").read()
+    minmax = open("minmax.txt","r").read()
+    dataArray = pullData.split('\n')
+    minmaxArray = minmax.split('\n')
+    time_start=0
+    time_end=0
+
+    x = []
+    hrs = []
+    cpus_xs  =[]
+    cpus = []
+    anchor_xs = []
+    anchors = []
+    frame_xs = []
+    frames = []
+    dummy_x = []
+    dummy_hrs = []
+    ts_xs = []
+    ts = []
+    event_last_happened_at_cnt=[-1,-1]
+    event_cnt_x=[]
+
+    for i in range(2):
+        x.append([])
+        hrs.append([])  
+        cpus_xs.append([])    
+        cpus.append([])
+        anchor_xs.append([])
+        anchors.append([])
+        frame_xs.append([])
+        frames.append([])
+        dummy_x.append([])
+        dummy_hrs.append([])        
+        ts_xs.append([])
+        ts.append([])
+
+
+
+
+        # for j in range(buf):
+        #     x[i].append(j)
+        #     hrs[i].append(0)
+        #     cpus[i].append(0)
+    cnt=0
+    maxhrs=0
+    for eachLine in dataArray:
+        if len(eachLine)>1:
+            line = eachLine.split()
+            if cnt==0:
+                time_start = float(line[-1])
+            time_end = float(line[-1])
+            index=int(line[0])-1
+            if len(line)==3+1:
+                x[index].append(float(line[-1])-time_start)
+                hrs[index].append(float(line[1]))
+
+            if len(line)==2+1:
+                # print(line)
+                anchor_xs[index].append(float(line[-1])-time_start)
+                anchors[index].append(int(line[1]))
+                event_last_happened_at_cnt[index]=cnt
+
+            if len(line)==4+1:
+                frame_xs[index].append(float(line[-1])-time_start)
+                frames[index].append(int(line[1]))
+                event_last_happened_at_cnt[index]=cnt
+
+            if len(line)==5+1:
+                dummy_x[index-2].append(float(line[-1])-time_start)
+                dummy_hrs[index-2].append(float(line[1]))
+            if len(line)==6+1:
+                ts_xs[index].append(float(line[-1])-time_start)
+                ts[index].append(int(line[1]))
+                last_ts[index]=int(line[1])
+                event_last_happened_at_cnt[index]=cnt
+            if len(line)==7+1:
+                cpus_xs[index].append(float(line[-1])-time_start)
+                cpus[index].append(float(line[1])*100)
+
+            if len(line)!=7+1:
+                cnt+=1
+    min_max = []
+    for eachLine in minmaxArray:
+        if len(eachLine)>1:
+            line = eachLine.split()
+            min_max.append(float(line[1]))
+
+    ax1.clear()
+    ax2.clear()
+    sched=["VM1","VM2"]
+    colrs = ['blue','skyblue']
+    # colrs = ['g','lightgreen']
+    for i in range(len(x)):
+        ax1.scatter(x[i],hrs[i],s= ((1)%2)*6+5 ,label= sched[i] ,color=colrs[i])
+        ax2.plot(cpus_xs[i],cpus[i],color=colrs[i],lw=((i+1)%2)+3,label= sched[i] )
+        # tmp=[]
+        # for j in range(len(cpus[i])):
+        #     tmp.append(100-cpus[i][j])
+        # ax2.plot(x[i],tmp,color=dummy_colrs[i],lw=((i+1)%2)+3,label= sched[i] )
+        # ax2.scatter(x[i],cpus[i],s= ((i+1)%2)*6+5,label= sched[i] ,color=colrs[i])
+    dummy_colrs = ['cyan','lightgreen']
+    dummy_sched=["Dummy\nRT-Xen","Dummy\nCredit"]
+
+    if show_dummies:
+        for i in range(len(dummy_x)):
+            ax1.scatter(dummy_x[i],dummy_hrs[i],s= ((1)%2)*6+5 ,label= dummy_sched[i] ,color=dummy_colrs[i],marker='o')
+
+    x_for_minmax = []
+    miny = []
+    maxy = []
+    midy=[]
+    total_x_len = len(x[0])+len(x[1])+len(dummy_x[0])+len(dummy_x[1])
+    for i in range(total_x_len):
+        x_for_minmax.append(i)
+        miny.append(min_max[0])
+        maxy.append(min_max[1])
+        midy.append(min_max[0]/2+min_max[1]/2)
+
+
+
+    # if time_start>0 and time_end>0 and len(miny)>1:
+    #     ax1.plot([0,time_end-time_start],miny[0:2],'r')
+    #     # ax1.plot([0,time_end-time_start],[(miny[0]+maxy[0])/2,(miny[0]+maxy[0])/2],'pink')
+    #     ax1.plot([0,time_end-time_start],[(miny[0]+maxy[0])/2,(miny[0]+maxy[0])/2],'pink')
+    #     ax1.plot([0,time_end-time_start],maxy[0:2],'r',label= 'Target\nFPS\nInterval')
+    # ax1.plot(x_for_minmax,miny,'r')
+    # ax1.plot(x_for_minmax,midy,'pink')
+    # ax1.plot(x_for_minmax,maxy,'r',label= 'Target\nFPS\nRange')
+    ax1.plot([0 ,120],[10 ,10],'r',label= 'Min FPS')
+
+
+
+
+    fontP = FontProperties()
+    fontP.set_size('small')
+    # ax1.legend(bbox_to_anchor=(1.01, 1), loc=2, borderaxespad=0.,prop=fontP)
+    ax1.legend()
+    # ax1.legend(loc='upper center', bbox_to_anchor=(0.5, 1.12),ncol=3, fancybox=True, shadow=True,prop=fontP)
+    # ax2.legend(loc='upper center', bbox_to_anchor=(0.5, 1.1),ncol=3, fancybox=True, shadow=True,prop=fontP)
+    # ax2.legend(bbox_to_anchor=(1.01, 1), loc=2, borderaxespad=0.,prop=fontP)
+    ax2.legend()
+    # fig.suptitle('RT-Xen vs Credit', fontsize=14, fontweight='bold')
+    per = 0
+    # try:
+    #     rtxen_fps = hrs[0][-1]
+    #     credit_fps = hrs[1][-1]
+    #     per=(rtxen_fps-credit_fps)/credit_fps*100
+
+
+    try:
+        hrs_after_event_rtxen=0
+        hrs_after_event_rtxen_cnt=0
+        hrs_after_event_credit=0
+        hrs_after_event_credit_cnt=0
+        for ii,xx in enumerate(hrs[0]):
+            if x[0][ii]>event_last_happened_at_cnt[0]:
+                hrs_after_event_rtxen+=xx
+                hrs_after_event_rtxen_cnt+=1
+        for ii,xx in enumerate(hrs[1]):
+            if x[1][ii]>event_last_happened_at_cnt[1]:
+                hrs_after_event_credit+=xx
+                hrs_after_event_credit_cnt+=1
+        if hrs_after_event_rtxen_cnt > 0 and hrs_after_event_rtxen_cnt >0:
+            rtxen_fps = hrs_after_event_rtxen/hrs_after_event_rtxen_cnt
+            credit_fps = hrs_after_event_credit/hrs_after_event_credit_cnt
+            per=(rtxen_fps-credit_fps)/credit_fps*100
+    except:
+        per=0
+
+    area_under_curve_rtxen=0
+    area_under_curve_xen=0
+    if len(cpus_xs[1])>0:
+        for i in range(1,len(cpus_xs[1])):
+            area_under_curve_xen+=cpus[1][i-1]*(cpus_xs[1][i]-cpus_xs[1][i-1])
+    if len(cpus_xs[0])>0:
+        for i in range(1,len(cpus_xs[0])):
+            area_under_curve_rtxen+=cpus[0][i-1]*(cpus_xs[0][i]-cpus_xs[0][i-1])
+
+
+    if area_under_curve_xen>0:
+        ax_xen_txt.set_text('%.2f%%'%(area_under_curve_xen/(cpus_xs[1][-1]-cpus_xs[1][0])))
+    if area_under_curve_rtxen>0:
+        ax_rtxen_txt.set_text('%.2f%%'%(area_under_curve_rtxen/(cpus_xs[0][-1]-cpus_xs[0][0])))
+
+    # ax1.set_title('RT-Xen improved by: %.2f %%'%(per)+"\n",loc='right',fontdict=font_per[1])
+    # ax1.set_title(r'$\frac{RT-Xen\'s improvement}{Percentage}$ = %.2f %%'%(per)+"\n",loc='right',fontsize=18)
+    # ax1.set_title(r'$\frac{RT-Xen \quad FPS}{Credit \quad FPS }$ = %.2f %%'%(per)+"\n",loc='right',fontsize=18)
+    # ax1.set_xlabel('Time\n \n')
+    ax2.set_xlabel('Time(seconds)')
+    ax1.set_xlabel('Time(seconds)')
+    ax1.set_ylabel('Moving Average FPS(frames/sec) \n (Window Size = 12)')
+    ax2.set_ylabel('Assigned CPU Utilization(%)')
+    # ax2.set_ylim( 45, 105 )  
+    ax2.set_ylim( -5, 105 )  
+    # ax1.set_xlim(0,200)
+    # ax2.set_xlim(0,200)
+    ax=[ax1, ax2]
+
+
+
+
+    font = [{'family': 'serif',
+            'color':  'b',
+            'weight': 'bold',
+            'size': 8,
+            },{'family': 'serif',
+            'color':  'skyblue',
+            'weight': 'bold',
+            'size': 8,
+            }]
+    colrs = ['b','skyblue']
+    # font = [{'family': 'serif',
+    #         'color':  'g',
+    #         'weight': 'bold',
+    #         'size': 8,
+    #         },{'family': 'serif',
+    #         'color':  'lightgreen',
+    #         'weight': 'bold',
+    #         'size': 8,
+    #         }]
+    # colrs = ['g','lightgreen']
+    if show_anchors:
+        for i in range(len(anchor_xs)):
+            for j in range(len(anchor_xs[i])):
+                ax1.axvline(x=anchor_xs[i][j],color=colrs[i], linestyle='-')
+                ax2.axvline(x=anchor_xs[i][j],color=colrs[i], linestyle='-')
+                ymin,ymax=ax1.get_ylim()
+                if anchors[i][j]==0:
+                    ax1.text(anchor_xs[i][j],ymax,"50%",rotation=45,fontdict=font[i])
+                elif anchors[i][j]==2:
+                    ax1.text(anchor_xs[i][j],ymax,"100%",rotation=45,fontdict=font[i])
+                elif anchors[i][j]==1:
+                    ax1.text(anchor_xs[i][j],ymax,"Linear",rotation=45,fontdict=font[i])
+                elif anchors[i][j]==3:
+                    ax1.text(anchor_xs[i][j],ymax,"APID",rotation=45,fontdict=font[i])
+                elif anchors[i][j]==4:
+                    ax1.text(anchor_xs[i][j],ymax,"AIMD",rotation=45,fontdict=font[i])
+    if show_frames:
+        for i in range(len(frame_xs)):
+            for j in range(len(frame_xs[i])):
+                # ax1.axvline(x=30,color='k', linestyle='-')
+                # ax1.axvline(x=60,color='k', linestyle='-')
+                # ax1.axvline(x=90,color='k', linestyle='-')
+                # ax2.axvline(x=30,color='k', linestyle='-')
+                # ax2.axvline(x=60,color='k', linestyle='-')
+                # ax2.axvline(x=90,color='k', linestyle='-')
+                ax1.axvline(x=frame_xs[i][j],color=colrs[i], linestyle='--')
+                ax2.axvline(x=frame_xs[i][j],color=colrs[i], linestyle='--')
+                # ax2.text(frame_xs[i][j],-10,"period: "+str(frames[i][j]),rotation=45,fontdict=font[i],horizontalalignment='right',verticalalignment='top')
+    if show_ts:
+        for i in range(len(ts_xs)):
+            for j in range(len(ts_xs[i])):
+                ax1.axvline(x=ts_xs[i][j],color=colrs[i], linestyle=':')
+                ax2.axvline(x=ts_xs[i][j],color=colrs[i], linestyle=':')
+                ax2.text(ts_xs[i][j],10,"ts: "+str(ts[i][j]),rotation=45,fontdict=font[i],horizontalalignment='right',verticalalignment='top')
+
+plt.show()