diff --git a/graphs/cpu.py b/graphs/cpu-core-mono.py similarity index 53% rename from graphs/cpu.py rename to graphs/cpu-core-mono.py index dd5248d..900bfd7 100644 --- a/graphs/cpu.py +++ b/graphs/cpu-core-mono.py @@ -4,31 +4,16 @@ files = [ [ - "../logs/oai/oai/iperf/cpu-ran.csv", - "../logs/srsran/oai/iperf/cpu-ran.csv", + "../logs/oai/oaicn/mono/cpu.csv", + "../logs/srsran/oaicn/mono/cpu.csv", ], [ - "../logs/oai/open5gs/iperf/cpu-ran.csv", - "../logs/srsran/open5gs/iperf/cpu-ran.csv", + "../logs/oai/open5gs/mono/cpu.csv", + "../logs/srsran/open5gs/mono/cpu.csv", ], [ - "../logs/oai/free5gc/iperf/cpu-ran.csv", - "../logs/srsran/free5gc/iperf/cpu-ran.csv", - ], -] -# how many samples to skip until the start of the experiment -skip = [ - [ - 15, - 10, - ], - [ - 19, - 14, - ], - [ - 14, - 19, + "../logs/oai/free5gc/mono/cpu.csv", + "../logs/srsran/free5gc/mono/cpu.csv", ], ] @@ -41,25 +26,25 @@ ] def conv(x): - return float(x[:-1]) + return float(x)*100 -def readfile(file: str, skip: int): - data = np.genfromtxt(file, delimiter=",", skip_header=skip, max_rows=40, usecols=[2], converters={2: conv}) +def readfile(file: str): + data = np.genfromtxt(file, delimiter=",", max_rows=11, usecols=[2], converters={2: conv}) return data def build(save=True): # there are 40 measurements total. They were taken every 15s # so in total the test lasted 600s - x = np.arange(40) * 15 # the label locations + x = np.arange(11) * 30 # the label locations colors = ["#7EA16B", "#C3D898"] fig, axes = plt.subplots(1, 3, layout='constrained') - for tests, offsets, ax, core in zip(files, skip, axes, cores): - ax.set_ylim(0, 12) - for ran, color, test, offset in zip(rans, colors, tests, offsets): - data = readfile(test, offset) + for tests, ax, core in zip(files, axes, cores): + ax.set_ylim(0, 8) + for ran, color, test in zip(rans, colors, tests): + data = readfile(test) rects = ax.plot(x, data, label=ran, color=color) ax.set_xlabel(core, fontsize=12) diff --git a/graphs/cpu-core-split.py b/graphs/cpu-core-split.py new file mode 100644 index 0000000..ff84165 --- /dev/null +++ b/graphs/cpu-core-split.py @@ -0,0 +1,66 @@ +import numpy as np +import matplotlib.pyplot as plt +import matplotlib as mpl + +files = [ + [ + "../logs/oai/oaicn/split/cpu.csv", + "../logs/srsran/oaicn/split/cpu.csv", + ], + [ + "../logs/oai/open5gs/split/cpu.csv", + "../logs/srsran/open5gs/split/cpu.csv", + ], + [ + "../logs/oai/free5gc/split/cpu.csv", + "../logs/srsran/free5gc/split/cpu.csv", + ], +] + +rans = ["OAI RAN", "srsRAN"] + +cores = [ + "OAI CN", + "Open5GS", + "Free5GC", +] + +def conv(x): + return float(x)*100 + +def readfile(file: str): + data = np.genfromtxt(file, delimiter=",", max_rows=11, usecols=[2], converters={2: conv}) + return data + + +def build(save=True): + # there are 40 measurements total. They were taken every 15s + # so in total the test lasted 600s + x = np.arange(11) * 30 # the label locations + + colors = ["#7EA16B", "#C3D898"] + fig, axes = plt.subplots(1, 3, layout='constrained') + + for tests, ax, core in zip(files, axes, cores): + ax.set_ylim(0, 8) + for ran, color, test in zip(rans, colors, tests): + data = readfile(test) + rects = ax.plot(x, data, label=ran, color=color) + ax.set_xlabel(core, fontsize=12) + +# Add some text for labels, title and custom x-axis tick labels, etc. + fig.supylabel('CPU Utilization (%)', fontsize=14) +#axes[len(axes)//2].set_xlabel("Tempo (s)", fontsize=14) + axes[-1].legend(loc='upper right', ncols=2, fontsize=12) + fig.supxlabel("Time (s)", fontsize=14) + +#fig.set_tight_layout() + fig.set_size_inches(10.4, 4.2) +#plt.show() + if save: + fig.savefig("figs/cpu.pdf", dpi=100) + +if __name__ == "__main__": + build(False) + mpl.use('QtAgg') + plt.show() diff --git a/graphs/cpu-mono.py b/graphs/cpu-mono.py new file mode 100644 index 0000000..5d70925 --- /dev/null +++ b/graphs/cpu-mono.py @@ -0,0 +1,66 @@ +import numpy as np +import matplotlib.pyplot as plt +import matplotlib as mpl + +files = [ + [ + "../logs/oai/oaicn/mono/cpu-gnb.csv", + "../logs/srsran/oaicn/mono/cpu-gnb.csv", + ], + [ + "../logs/oai/open5gs/mono/cpu-gnb.csv", + "../logs/srsran/open5gs/mono/cpu-gnb.csv", + ], + [ + "../logs/oai/free5gc/mono/cpu-gnb.csv", + "../logs/srsran/free5gc/mono/cpu-gnb.csv", + ], +] + +rans = ["OAI RAN", "srsRAN"] + +cores = [ + "OAI CN", + "Open5GS", + "Free5GC", +] + +def conv(x): + return float(x)*100 + +def readfile(file: str): + data = np.genfromtxt(file, delimiter=",", max_rows=11, usecols=[2], converters={2: conv}) + return data + + +def build(save=True): + # there are 40 measurements total. They were taken every 15s + # so in total the test lasted 600s + x = np.arange(11) * 30 # the label locations + + colors = ["#7EA16B", "#C3D898"] + fig, axes = plt.subplots(1, 3, layout='constrained') + + for tests, ax, core in zip(files, axes, cores): + ax.set_ylim(0, 16) + for ran, color, test in zip(rans, colors, tests): + data = readfile(test) + rects = ax.plot(x, data, label=ran, color=color) + ax.set_xlabel(core, fontsize=12) + +# Add some text for labels, title and custom x-axis tick labels, etc. + fig.supylabel('CPU Utilization (%)', fontsize=14) +#axes[len(axes)//2].set_xlabel("Tempo (s)", fontsize=14) + axes[-1].legend(loc='upper right', ncols=2, fontsize=12) + fig.supxlabel("Time (s)", fontsize=14) + +#fig.set_tight_layout() + fig.set_size_inches(10.4, 4.2) +#plt.show() + if save: + fig.savefig("figs/cpu.pdf", dpi=100) + +if __name__ == "__main__": + build(False) + mpl.use('QtAgg') + plt.show() diff --git a/graphs/cpu-split-cu.py b/graphs/cpu-split-cu.py new file mode 100644 index 0000000..80e2b2d --- /dev/null +++ b/graphs/cpu-split-cu.py @@ -0,0 +1,66 @@ +import numpy as np +import matplotlib.pyplot as plt +import matplotlib as mpl + +files = [ + [ + "../logs/oai/oaicn/split/cpu-cu.csv", + "../logs/srsran/oaicn/split/cpu-cu.csv", + ], + [ + "../logs/oai/open5gs/split/cpu-cu.csv", + "../logs/srsran/open5gs/split/cpu-cu.csv", + ], + [ + "../logs/oai/free5gc/split/cpu-cu.csv", + "../logs/srsran/free5gc/split/cpu-cu.csv", + ], +] + +rans = ["OAI RAN", "srsRAN"] + +cores = [ + "OAI CN", + "Open5GS", + "Free5GC", +] + +def conv(x): + return float(x)*100 + +def readfile(file: str): + data = np.genfromtxt(file, delimiter=",", max_rows=11, usecols=[2], converters={2: conv}) + return data + + +def build(save=True): + # there are 40 measurements total. They were taken every 15s + # so in total the test lasted 600s + x = np.arange(11) * 30 # the label locations + + colors = ["#7EA16B", "#C3D898"] + fig, axes = plt.subplots(1, 3, layout='constrained') + + for tests, ax, core in zip(files, axes, cores): + ax.set_ylim(0, 1) + for ran, color, test in zip(rans, colors, tests): + data = readfile(test) + rects = ax.plot(x, data, label=ran, color=color) + ax.set_xlabel(core, fontsize=12) + +# Add some text for labels, title and custom x-axis tick labels, etc. + fig.supylabel('CPU Utilization (%)', fontsize=14) +#axes[len(axes)//2].set_xlabel("Tempo (s)", fontsize=14) + axes[-1].legend(loc='upper right', ncols=2, fontsize=12) + fig.supxlabel("Time (s)", fontsize=14) + +#fig.set_tight_layout() + fig.set_size_inches(10.4, 4.2) +#plt.show() + if save: + fig.savefig("figs/cpu.pdf", dpi=100) + +if __name__ == "__main__": + build(False) + mpl.use('QtAgg') + plt.show() diff --git a/graphs/cpu-split-du.py b/graphs/cpu-split-du.py new file mode 100644 index 0000000..2858e3b --- /dev/null +++ b/graphs/cpu-split-du.py @@ -0,0 +1,66 @@ +import numpy as np +import matplotlib.pyplot as plt +import matplotlib as mpl + +files = [ + [ + "../logs/oai/oaicn/split/cpu-du.csv", + "../logs/srsran/oaicn/split/cpu-du.csv", + ], + [ + "../logs/oai/open5gs/split/cpu-du.csv", + "../logs/srsran/open5gs/split/cpu-du.csv", + ], + [ + "../logs/oai/free5gc/split/cpu-du.csv", + "../logs/srsran/free5gc/split/cpu-du.csv", + ], +] + +rans = ["OAI RAN", "srsRAN"] + +cores = [ + "OAI CN", + "Open5GS", + "Free5GC", +] + +def conv(x): + return float(x)*100 + +def readfile(file: str): + data = np.genfromtxt(file, delimiter=",", max_rows=11, usecols=[2], converters={2: conv}) + return data + + +def build(save=True): + # there are 40 measurements total. They were taken every 15s + # so in total the test lasted 600s + x = np.arange(11) * 30 # the label locations + + colors = ["#7EA16B", "#C3D898"] + fig, axes = plt.subplots(1, 3, layout='constrained') + + for tests, ax, core in zip(files, axes, cores): + ax.set_ylim(0, 16) + for ran, color, test in zip(rans, colors, tests): + data = readfile(test) + rects = ax.plot(x, data, label=ran, color=color) + ax.set_xlabel(core, fontsize=12) + +# Add some text for labels, title and custom x-axis tick labels, etc. + fig.supylabel('CPU Utilization (%)', fontsize=14) +#axes[len(axes)//2].set_xlabel("Tempo (s)", fontsize=14) + axes[-1].legend(loc='upper right', ncols=2, fontsize=12) + fig.supxlabel("Time (s)", fontsize=14) + +#fig.set_tight_layout() + fig.set_size_inches(10.4, 4.2) +#plt.show() + if save: + fig.savefig("figs/cpu.pdf", dpi=100) + +if __name__ == "__main__": + build(False) + mpl.use('QtAgg') + plt.show() diff --git a/graphs/ram-core-mono.py b/graphs/ram-core-mono.py new file mode 100644 index 0000000..c1c5ada --- /dev/null +++ b/graphs/ram-core-mono.py @@ -0,0 +1,51 @@ +import numpy as np +import matplotlib.pyplot as plt +import matplotlib as mpl + +mpl.use('QtAgg') +files = [ + "../logs/oai/oaicn/mono/mem.csv", + "../logs/oai/open5gs/mono/mem.csv", + "../logs/oai/free5gc/mono/mem.csv", + "../logs/srsran/oaicn/mono/mem.csv", + "../logs/srsran/open5gs/mono/mem.csv", + "../logs/srsran/free5gc/mono/mem.csv", +] +# how many samples to skip until the start of the experiment +labels = [ + "OAI CN", + "Open5Gs", + "Free5Gc", +] + +rans = ["OAI", "srsRAN"] + +def conv(x): + return int(x)/1024/1024/1024 + +def readfile(file: str): + data = np.genfromtxt(file, delimiter=",", max_rows=11, usecols=[2], converters={2: conv}) + return np.average(data) + + +x = np.arange(len(labels)) # the label locations +width = 0.33 # the width of the bars +multiplier = 0 + +colors = ["#7EA16B", "#C3D898"] +fig, ax = plt.subplots(layout='constrained') + +for i in range(len(rans)): + offset = width * multiplier + data = (readfile(files[i]), readfile(files[i+2]), readfile(files[i+4])) + rects = ax.bar(x + offset, data, width, label=rans[i], color=colors[i]) + ax.bar_label(rects, padding=2) + multiplier += 1 + +# Add some text for labels, title and custom x-axis tick labels, etc. +ax.set_ylabel('Comsumo de memória no núcleo (GB)', fontsize=14) +ax.set_xticks(x + width/2, labels, fontsize=12) +ax.set_ylim(0, 4) +ax.legend(loc='upper right', ncols=2, fontsize=12) + +plt.show() diff --git a/graphs/ram-core-split.py b/graphs/ram-core-split.py new file mode 100644 index 0000000..eb2551c --- /dev/null +++ b/graphs/ram-core-split.py @@ -0,0 +1,51 @@ +import numpy as np +import matplotlib.pyplot as plt +import matplotlib as mpl + +mpl.use('QtAgg') +files = [ + "../logs/oai/oaicn/split/mem.csv", + "../logs/oai/open5gs/split/mem.csv", + "../logs/oai/free5gc/split/mem.csv", + "../logs/srsran/oaicn/split/mem.csv", + "../logs/srsran/open5gs/split/mem.csv", + "../logs/srsran/free5gc/split/mem.csv", +] +# how many samples to skip until the start of the experiment +labels = [ + "OAI CN", + "Open5Gs", + "Free5Gc", +] + +rans = ["OAI", "srsRAN"] + +def conv(x): + return int(x)/1024/1024/1024 + +def readfile(file: str): + data = np.genfromtxt(file, delimiter=",", max_rows=11, usecols=[2], converters={2: conv}) + return np.average(data) + + +x = np.arange(len(labels)) # the label locations +width = 0.33 # the width of the bars +multiplier = 0 + +colors = ["#7EA16B", "#C3D898"] +fig, ax = plt.subplots(layout='constrained') + +for i in range(len(rans)): + offset = width * multiplier + data = (readfile(files[i]), readfile(files[i+2]), readfile(files[i+4])) + rects = ax.bar(x + offset, data, width, label=rans[i], color=colors[i]) + ax.bar_label(rects, padding=2) + multiplier += 1 + +# Add some text for labels, title and custom x-axis tick labels, etc. +ax.set_ylabel('Comsumo de memória no núcleo (GB)', fontsize=14) +ax.set_xticks(x + width/2, labels, fontsize=12) +ax.set_ylim(0, 4) +ax.legend(loc='upper right', ncols=2, fontsize=12) + +plt.show() diff --git a/graphs/ram-core.py b/graphs/ram-core.py deleted file mode 100644 index 78c71fd..0000000 --- a/graphs/ram-core.py +++ /dev/null @@ -1,65 +0,0 @@ -import numpy as np -import matplotlib.pyplot as plt -import matplotlib as mpl - -mpl.use('QtAgg') -files = [ - "../logs/oai/oai/iperf/Memory Basic-data-as-joinbyfield-2024-03-05 15 53 24.csv", # core - #"../logs/oai/oai/iperf/Memory Basic-data-as-joinbyfield-2024-03-05 15 52 37.csv", # RAN - "../logs/srsran/oai/iperf/core/Memory Basic-data-as-joinbyfield-2024-03-04 17 44 59.csv", # core - #"../logs/srsran/oai/iperf/Memory Basic-data-as-joinbyfield-2024-03-04 17 43 53.csv", # RAN - "../logs/oai/open5gs/iperf/Memory Basic-data-as-joinbyfield-2024-03-05 16 21 22.csv", # core - #"../logs/oai/open5gs/iperf/Memory Basic-data-as-joinbyfield-2024-03-05 16 21 00.csv", # RAN - "../logs/srsran/open5gs/iperf/Memory Basic-data-as-joinbyfield-2024-03-20 17 22 53.csv", # core - #"../logs/srsran/open5gs/iperf/Memory Basic-data-as-joinbyfield-2024-03-20 17 23 19.csv", # RAN - "../logs/oai/free5gc/iperf/Memory Basic-data-as-joinbyfield-2024-03-04 18 44 19.csv", # core - #"../logs/oai/free5gc/iperf/Memory Basic-data-as-joinbyfield-2024-03-04 18 45 26.csv", # RAN - "../logs/srsran/free5gc/iperf/Memory Basic-data-as-joinbyfield-2024-03-04 18 13 53.csv", # core - #"../logs/srsran/free5gc/iperf/Memory Basic-data-as-joinbyfield-2024-03-04 18 13 29.csv", # RAN -] -# how many samples to skip until the start of the experiment -skip = [ - 14, - 9, - 16, - 16, - 18, - 16, -] -labels = [ - "OAI CN", - "Open5Gs", - "Free5Gc", -] - -rans = ["OAI", "srsRAN"] - -def conv(x): - return float(x[:-4]) - -def readfile(file: str, skip: int): - data = np.genfromtxt(file, delimiter=",", skip_header=skip, max_rows=40, usecols=[2], converters={2: conv}) - return np.average(data) - - -x = np.arange(len(labels)) # the label locations -width = 0.33 # the width of the bars -multiplier = 0 - -colors = ["#7EA16B", "#C3D898"] -fig, ax = plt.subplots(layout='constrained') - -for i in range(len(rans)): - offset = width * multiplier - data = (readfile(files[i], skip[i]), readfile(files[i+2], skip[i+2]), readfile(files[i+4], skip[i+4])) - rects = ax.bar(x + offset, data, width, label=rans[i], color=colors[i]) - ax.bar_label(rects, padding=2) - multiplier += 1 - -# Add some text for labels, title and custom x-axis tick labels, etc. -ax.set_ylabel('Comsumo de memória no núcleo (GB)', fontsize=14) -ax.set_xticks(x + width/2, labels, fontsize=12) -ax.set_ylim(0, 2) -ax.legend(loc='upper right', ncols=2, fontsize=12) - -plt.show() diff --git a/graphs/ram-mono.py b/graphs/ram-mono.py new file mode 100644 index 0000000..d3335da --- /dev/null +++ b/graphs/ram-mono.py @@ -0,0 +1,51 @@ +import numpy as np +import matplotlib.pyplot as plt +import matplotlib as mpl + +mpl.use('QtAgg') +files = [ + "../logs/oai/oaicn/mono/mem-gnb.csv", + "../logs/oai/open5gs/mono/mem-gnb.csv", + "../logs/oai/free5gc/mono/mem-gnb.csv", + "../logs/srsran/oaicn/mono/mem-gnb.csv", + "../logs/srsran/open5gs/mono/mem-gnb.csv", + "../logs/srsran/free5gc/mono/mem-gnb.csv", +] +# how many samples to skip until the start of the experiment +labels = [ + "OAI CN", + "Open5Gs", + "Free5Gc", +] + +rans = ["OAI", "srsRAN"] + +def conv(x): + return int(x)/1024/1024/1024 + +def readfile(file: str): + data = np.genfromtxt(file, delimiter=",", max_rows=11, usecols=[2], converters={2: conv}) + return np.average(data) + + +x = np.arange(len(labels)) # the label locations +width = 0.33 # the width of the bars +multiplier = 0 + +colors = ["#7EA16B", "#C3D898"] +fig, ax = plt.subplots(layout='constrained') + +for i in range(len(rans)): + offset = width * multiplier + data = (readfile(files[i]), readfile(files[i+2]), readfile(files[i+4])) + rects = ax.bar(x + offset, data, width, label=rans[i], color=colors[i]) + ax.bar_label(rects, padding=2) + multiplier += 1 + +# Add some text for labels, title and custom x-axis tick labels, etc. +ax.set_ylabel('Comsumo de memória no núcleo (GB)', fontsize=14) +ax.set_xticks(x + width/2, labels, fontsize=12) +ax.set_ylim(0, 4) +ax.legend(loc='upper right', ncols=2, fontsize=12) + +plt.show() diff --git a/graphs/ram-split-cu.py b/graphs/ram-split-cu.py new file mode 100644 index 0000000..42a1d62 --- /dev/null +++ b/graphs/ram-split-cu.py @@ -0,0 +1,51 @@ +import numpy as np +import matplotlib.pyplot as plt +import matplotlib as mpl + +mpl.use('QtAgg') +files = [ + "../logs/oai/oaicn/split/mem-cu.csv", + "../logs/oai/open5gs/split/mem-cu.csv", + "../logs/oai/free5gc/split/mem-cu.csv", + "../logs/srsran/oaicn/split/mem-cu.csv", + "../logs/srsran/open5gs/split/mem-cu.csv", + "../logs/srsran/free5gc/split/mem-cu.csv", +] +# how many samples to skip until the start of the experiment +labels = [ + "OAI CN", + "Open5Gs", + "Free5Gc", +] + +rans = ["OAI", "srsRAN"] + +def conv(x): + return int(x)/1024/1024/1024 + +def readfile(file: str): + data = np.genfromtxt(file, delimiter=",", max_rows=11, usecols=[2], converters={2: conv}) + return np.average(data) + + +x = np.arange(len(labels)) # the label locations +width = 0.33 # the width of the bars +multiplier = 0 + +colors = ["#7EA16B", "#C3D898"] +fig, ax = plt.subplots(layout='constrained') + +for i in range(len(rans)): + offset = width * multiplier + data = (readfile(files[i]), readfile(files[i+2]), readfile(files[i+4])) + rects = ax.bar(x + offset, data, width, label=rans[i], color=colors[i]) + ax.bar_label(rects, padding=2) + multiplier += 1 + +# Add some text for labels, title and custom x-axis tick labels, etc. +ax.set_ylabel('Comsumo de memória no núcleo (GB)', fontsize=14) +ax.set_xticks(x + width/2, labels, fontsize=12) +ax.set_ylim(0, 4) +ax.legend(loc='upper right', ncols=2, fontsize=12) + +plt.show() diff --git a/graphs/ram-split-du.py b/graphs/ram-split-du.py new file mode 100644 index 0000000..10c02b7 --- /dev/null +++ b/graphs/ram-split-du.py @@ -0,0 +1,51 @@ +import numpy as np +import matplotlib.pyplot as plt +import matplotlib as mpl + +mpl.use('QtAgg') +files = [ + "../logs/oai/oaicn/split/mem-du.csv", + "../logs/oai/open5gs/split/mem-du.csv", + "../logs/oai/free5gc/split/mem-du.csv", + "../logs/srsran/oaicn/split/mem-du.csv", + "../logs/srsran/open5gs/split/mem-du.csv", + "../logs/srsran/free5gc/split/mem-du.csv", +] +# how many samples to skip until the start of the experiment +labels = [ + "OAI CN", + "Open5Gs", + "Free5Gc", +] + +rans = ["OAI", "srsRAN"] + +def conv(x): + return int(x)/1024/1024/1024 + +def readfile(file: str): + data = np.genfromtxt(file, delimiter=",", max_rows=11, usecols=[2], converters={2: conv}) + return np.average(data) + + +x = np.arange(len(labels)) # the label locations +width = 0.33 # the width of the bars +multiplier = 0 + +colors = ["#7EA16B", "#C3D898"] +fig, ax = plt.subplots(layout='constrained') + +for i in range(len(rans)): + offset = width * multiplier + data = (readfile(files[i]), readfile(files[i+2]), readfile(files[i+4])) + rects = ax.bar(x + offset, data, width, label=rans[i], color=colors[i]) + ax.bar_label(rects, padding=2) + multiplier += 1 + +# Add some text for labels, title and custom x-axis tick labels, etc. +ax.set_ylabel('Comsumo de memória no núcleo (GB)', fontsize=14) +ax.set_xticks(x + width/2, labels, fontsize=12) +ax.set_ylim(0, 4) +ax.legend(loc='upper right', ncols=2, fontsize=12) + +plt.show() diff --git a/graphs/ram.py b/graphs/ram.py deleted file mode 100644 index 5900455..0000000 --- a/graphs/ram.py +++ /dev/null @@ -1,78 +0,0 @@ -import numpy as np -import matplotlib.pyplot as plt -import matplotlib as mpl - -files = [ - #"../logs/oai/oai/iperf/Memory Basic-data-as-joinbyfield-2024-03-05 15 53 24.csv", # core - "../logs/oai/oai/iperf/Memory Basic-data-as-joinbyfield-2024-03-05 15 52 37.csv", # RAN - #"../logs/srsran/oai/iperf/core/Memory Basic-data-as-joinbyfield-2024-03-04 17 44 59.csv", # core - "../logs/srsran/oai/iperf/Memory Basic-data-as-joinbyfield-2024-03-04 17 43 53.csv", # RAN - #"../logs/oai/open5gs/iperf/Memory Basic-data-as-joinbyfield-2024-03-05 16 21 22.csv", # core - "../logs/oai/open5gs/iperf/Memory Basic-data-as-joinbyfield-2024-03-05 16 21 00.csv", # RAN - #"../logs/srsran/open5gs/iperf/Memory Basic-data-as-joinbyfield-2024-03-20 17 22 53.csv", # core - "../logs/srsran/open5gs/iperf/old/Memory Basic-data-as-joinbyfield-2024-03-04 16 58 29.csv", # RAN - #"../logs/oai/free5gc/iperf/Memory Basic-data-as-joinbyfield-2024-03-04 18 44 19.csv", # core - "../logs/oai/free5gc/iperf/Memory Basic-data-as-joinbyfield-2024-03-04 18 45 26.csv", # RAN - #"../logs/srsran/free5gc/iperf/Memory Basic-data-as-joinbyfield-2024-03-04 18 13 53.csv", # core - "../logs/srsran/free5gc/iperf/Memory Basic-data-as-joinbyfield-2024-03-04 18 13 29.csv", # RAN -] -# how many samples to skip until the start of the experiment -skip = [ - 14, - 10, - 17, - 13, - 13, - 18, -] -labels = [ - "OAI CN", - "Open5GS", - "Free5GC", -] - -rans = [ - "OAI RAN", "srsRAN", - "_OAI", "_srsRAN", - "_OAI", "_srsRAN", -] - -def conv(x): - return float(x[:-4]) - -def readfile(file: str, skip: int): - data = np.genfromtxt(file, delimiter=",", skip_header=skip, max_rows=40, usecols=[2], converters={2: conv}) - return (np.average(data), np.std(data)) - - -def build(save=True): - x = np.arange(len(labels)) - width = 0.33 # the width of the bars - multiplier = 0 - - colors = ["#7EA16B", "#C3D898"] - fig, ax = plt.subplots(layout='constrained') - - for i in range(len(files)): - offset = width * multiplier - data = readfile(files[i], skip[i]) - rects = ax.bar(offset, data[0], width, yerr=data[1], label=rans[i], color=colors[i%2]) - if i & 1 == 1: - multiplier += 1 - multiplier += 1 - -# Add some text for labels, title and custom x-axis tick labels, etc. - ax.set_ylabel('Memory Utilization (GB)', fontsize=14) - ax.set_xticks(x + width/2, labels, fontsize=12) - ax.set_ylim(0, 10) - ax.legend(loc='upper right', ncols=2, fontsize=12) - -#fig.set_tight_layout() - fig.set_size_inches(8, 3.6) -#plt.show() - if save: - fig.savefig("figs/ram.pdf", dpi=100) -if __name__ == "__main__": - build(False) - mpl.use('QtAgg') - plt.show() diff --git a/logs/grafana-logs/CPU Basic-data-as-joinbyfield-2024-09-05 21_03_31.csv b/logs/grafana-logs/CPU Basic-data-as-joinbyfield-2024-09-05 21_03_31.csv new file mode 100644 index 0000000..33abc40 --- /dev/null +++ b/logs/grafana-logs/CPU Basic-data-as-joinbyfield-2024-09-05 21_03_31.csv @@ -0,0 +1,642 @@ +"Time","Busy System","Busy User","Busy Iowait","Busy IRQs","Busy Other","Idle" +1725561780000,0.0034000000000000015,0.004799999999999999,0.0006000000000000001,0,0,0.9904999999999999 +1725561810000,0.0017000000000000006,0.003900000000000002,0.0001999999999999996,0,0,0.9940999999999998 +1725561840000,0.0018000000000000008,0.002300000000000001,0.00019999999999999993,0,0,0.9954999999999995 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Basic-data-as-joinbyfield-2024-09-05 21_04_38.csv @@ -0,0 +1,755 @@ +"Time","recv br-3ae01aa5bf5a","recv br-d3adca404a2a","recv br-free5gc","recv cni0","recv demo-oai","recv docker0","recv enp0s31f6","recv flannel.1","recv ip_vti0","recv kube-ipvs0","recv lo","recv tailscale0","recv veth0066784a","recv veth013a837","recv veth0436a20","recv veth05db554","recv veth064ee24","recv veth0eb52f9","recv veth0f2f471","recv veth0fb4997","recv veth105e572","recv veth10e447f","recv veth1189f5f","recv veth191c9bf","recv veth19bda3f","recv veth19d3f00","recv veth1c20578","recv veth23d98bb","recv veth26dfc7c3","recv veth282b4f6","recv veth2838eab","recv veth2937e8f","recv veth29be474","recv veth2a579fb","recv veth2cae174","recv veth2d35d44","recv veth2dcaba6c","recv veth30242084","recv veth3236ec8","recv veth34749f5","recv veth366fc0e","recv veth368a93e","recv veth36919ec","recv veth3d1f688","recv veth3f0ca3f","recv veth43df598d","recv veth488b699","recv veth4a361eb","recv veth4b2ebd0","recv veth51043a9","recv veth524b2f2","recv veth5603eb5","recv veth57c18fb","recv veth5894241","recv veth635e8f0","recv veth64fca06","recv veth659896f","recv veth6af3114","recv veth6defc8b6","recv veth6f3ef78","recv veth74f2cf54","recv veth79f3b18","recv veth7a18708","recv veth7b55725","recv veth7b76f154","recv veth7bdd6ee","recv veth7e31424","recv veth80471b7","recv veth847a286","recv veth866688d","recv veth869f1fd","recv veth89372e2","recv veth8aeb340","recv veth8bbb9d7","recv veth8ec402f","recv veth92ea020","recv veth96d79db","recv veth9866266","recv veth99a6d2c","recv veth9db1e49","recv vetha171478","recv vetha191b11","recv vetha3ca216","recv vetha59eb63","recv vetha601b67","recv vetha6dc37f","recv vetha98c531","recv vethae45600","recv vethae607f1","recv vethafa6c29","recv vethafca44b","recv vethb0ca200","recv vethb5acaca","recv vethb95dfee","recv vethbb68993","recv vethbba13f6","recv vethbe8c6b8","recv vethbefbd2d","recv vethc167e2d","recv vethc1b4e5c","recv vethc4d22ef4","recv 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","trans veth2937e8f ","trans veth29be474 ","trans veth2a579fb ","trans veth2cae174 ","trans veth2d35d44 ","trans veth2dcaba6c ","trans veth30242084 ","trans veth3236ec8 ","trans veth34749f5 ","trans veth366fc0e ","trans veth368a93e ","trans veth36919ec ","trans veth3d1f688 ","trans veth3f0ca3f ","trans veth43df598d ","trans veth488b699 ","trans veth4a361eb ","trans veth4b2ebd0 ","trans veth51043a9 ","trans veth524b2f2 ","trans veth5603eb5 ","trans veth57c18fb ","trans veth5894241 ","trans veth635e8f0 ","trans veth64fca06 ","trans veth659896f ","trans veth6af3114 ","trans veth6defc8b6 ","trans veth6f3ef78 ","trans veth74f2cf54 ","trans veth79f3b18 ","trans veth7a18708 ","trans veth7b55725 ","trans veth7b76f154 ","trans veth7bdd6ee ","trans veth7e31424 ","trans veth80471b7 ","trans veth847a286 ","trans veth866688d ","trans veth869f1fd ","trans veth89372e2 ","trans veth8aeb340 ","trans veth8bbb9d7 ","trans veth8ec402f ","trans veth92ea020 ","trans veth96d79db ","trans veth9866266 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