das-research/dqPerformancePlot.py

import matplotlib.pyplot as plt
import os


def plotData(conf):
    plt.clf()
    plt.grid(True)
    props = dict(boxstyle="round", facecolor="wheat", alpha=0.5)
    plt.text(
        0.05,
        0.05,
        conf["textBox"],
        fontsize=10,
        verticalalignment="bottom",
        transform=plt.gca().transAxes,
        bbox=props,
    )
    plt.plot(conf["data1"], label=conf["labels"][0])
    plt.plot(conf["data5"], label=conf["labels"][1])
    plt.plot(conf["data10"], label=conf["labels"][2])

    plt.title(conf["title"])
    plt.ylabel(conf["ylabel"])
    plt.xlabel(conf["xlabel"])
    plt.xticks(fontsize=10)
    plt.yticks(fontsize=10)
    plt.legend()
    plt.savefig(conf["path"], bbox_inches="tight")


plot_dir = "plotts/"
os.makedirs(plot_dir, exist_ok=True)

# 5k Nodes
sizes5 = [
    (39, 395, 103.05640840530396),
    (32, 395, 103.86710143089294),
    (25, 315, 104.80244779586792),
    (18, 115, 142.61494040489197),
    (10, 31, 171.9263310432434),
    (7, 10, 191.59916806221008),
]
stepsLapses5 = [
    [
        0.6611301898956299,
        0.78688645362854,
        1.5642898082733154,
        5.431450366973877,
        13.975221633911133,
        14.78571629524231,
        14.83137059211731,
        14.895769596099854,
        14.69313931465149,
        13.231345176696777,
        4.99576997756958,
        0.702993631362915,
        0.650822639465332,
        0.6674363613128662,
    ],
    [
        0.663672685623169,
        0.7919363975524902,
        1.5719895362854004,
        5.482329845428467,
        14.163940191268921,
        14.958719730377197,
        14.957429647445679,
        14.9972825050354,
        14.719813108444214,
        13.26242971420288,
        5.092689514160156,
        0.7198760509490967,
        0.6541843414306641,
        0.6386010646820068,
    ],
    [
        0.6593191623687744,
        0.7860581874847412,
        1.5643928050994873,
        5.462092399597168,
        14.010809421539307,
        14.780933380126953,
        14.842840433120728,
        14.740232229232788,
        14.375006914138794,
        10.070922613143921,
        4.714495897293091,
        4.901551246643066,
        2.7569775581359863,
    ],
    [
        0.6627669334411621,
        0.787919282913208,
        1.5623910427093506,
        5.312994956970215,
        20.968046188354492,
        21.576714515686035,
        21.61891222000122,
        21.66746997833252,
        21.8339524269104,
        18.25313925743103,
        4.994597673416138,
        0.7638595104217529,
        0.7524452209472656,
        0.6783268451690674,
    ],
    [
        0.6688904762268066,
        0.7927229404449463,
        1.5365099906921387,
        8.011052370071411,
        24.87508773803711,
        25.503795862197876,
        25.52624750137329,
        25.243642568588257,
        22.462859630584717,
        15.084798574447632,
        5.83056640625,
        7.130087852478027,
        6.6575610637664795,
        1.4069156646728516,
    ],
    [
        0.656153678894043,
        0.7790679931640625,
        1.944002389907837,
        9.286311388015747,
        28.338233470916748,
        28.87402057647705,
        29.03240132331848,
        28.941983222961426,
        28.813721656799316,
        25.514888048171997,
        8.469764709472656,
    ],
]

# 10k Nodes
sizes10 = [
    # (50, 400, 213.62911701202393),
    (39, 395, 214.84202361106873),
    (32, 395, 213.54416799545288),
    (25, 315, 217.63313937187195),
    (18, 115, 283.82231521606445),
    (10, 31, 343.50494503974915),
    (7, 10, 394.94820404052734),
]
stepsLapses10 = [
    # [
    #     1.3518695831298828,
    #     1.4894051551818848,
    #     2.389191150665283,
    #     6.95463490486145,
    #     24.005772352218628,
    #     30.02708649635315,
    #     30.45380449295044,
    #     30.695934772491455,
    #     30.31646728515625,
    #     29.054046869277954,
    #     17.703431129455566,
    #     2.720566511154175,
    #     2.1709277629852295,
    #     1.8627982139587402,
    # ],
    [
        1.3505363464355469,
        1.5087687969207764,
        2.369961738586426,
        6.896838426589966,
        23.798224210739136,
        30.069722414016724,
        30.176551342010498,
        30.49890446662903,
        30.29648232460022,
        28.97600030899048,
        17.854567766189575,
        2.9478790760040283,
        2.149484634399414,
        1.9988489151000977,
        1.4238512516021729,
    ],
    [
        1.3641128540039062,
        1.505706548690796,
        2.412487506866455,
        6.97865104675293,
        24.048677921295166,
        29.876856565475464,
        30.403212785720825,
        30.607238054275513,
        30.24274516105652,
        28.874801635742188,
        17.851038694381714,
        2.970747947692871,
        2.152620792388916,
        1.8637866973876953,
    ],
    [
        1.3612470626831055,
        1.506117820739746,
        2.3963406085968018,
        6.987675666809082,
        24.04241633415222,
        29.937008142471313,
        30.254473447799683,
        30.574475288391113,
        30.222501516342163,
        23.64164447784424,
        10.550750732421875,
        10.036490678787231,
        10.066076755523682,
        3.668154001235962,
    ],
    [
        1.348376750946045,
        1.485114336013794,
        2.3588476181030273,
        6.822790622711182,
        31.541237592697144,
        42.21662974357605,
        43.31953692436218,
        43.17806601524353,
        43.284963846206665,
        40.89579677581787,
        20.15466809272766,
        2.0757288932800293,
        1.4337825775146484,
        1.3437645435333252,
    ],
    [
        1.3447542190551758,
        1.4888508319854736,
        2.3689799308776855,
        8.266894340515137,
        40.54838562011719,
        50.60444140434265,
        51.81586265563965,
        51.774033308029175,
        51.12255573272705,
        40.330037355422974,
        16.446475982666016,
        6.193348169326782,
        8.187717914581299,
        8.416587591171265,
        1.9950587749481201,
    ],
    [
        1.3593223094940186,
        1.518049955368042,
        2.4925811290740967,
        10.969608068466187,
        47.84677600860596,
        57.691601276397705,
        60.105135917663574,
        59.38239240646362,
        58.89372801780701,
        56.152278423309326,
        33.62856864929199,
        2.8102831840515137,
    ],
]

# 1k Nodes
sizes1 = [
    (39, 395, 19.518831253051758),
    (32, 395, 19.62859344482422),
    (25, 315, 20.106651306152344),
    (18, 115, 27.49130392074585),
    (10, 31, 33.48099613189697),
    (7, 10, 37.46962857246399),
]
stepsLapses1 = [
    [
        0.15041708946228027,
        0.2558310031890869,
        0.834219217300415,
        2.6229143142700195,
        2.849874258041382,
        2.8211777210235596,
        2.8509232997894287,
        2.8175060749053955,
        2.620945453643799,
        1.1062071323394775,
        0.20065641403198242,
        0.1831526756286621,
    ],
    [
        0.15043163299560547,
        0.2549173831939697,
        0.8331425189971924,
        2.64731502532959,
        2.850823163986206,
        2.8487398624420166,
        2.8656344413757324,
        2.8288016319274902,
        2.630406379699707,
        1.1487407684326172,
        0.19384264945983887,
        0.171234130859375,
    ],
    [
        0.15032672882080078,
        0.2573871612548828,
        0.8333590030670166,
        2.5946173667907715,
        2.809241771697998,
        2.805994749069214,
        2.911816120147705,
        2.610478401184082,
        2.333618402481079,
        1.8721530437469482,
        0.5945620536804199,
        0.1285545825958252,
    ],
    [
        0.14538335800170898,
        0.24220609664916992,
        0.813441276550293,
        3.965632200241089,
        4.187340497970581,
        4.174125909805298,
        4.213524580001831,
        4.212984561920166,
        3.867766857147217,
        1.1342151165008545,
        0.17552900314331055,
        0.1555778980255127,
    ],
    [
        0.145188570022583,
        0.23859691619873047,
        1.1786553859710693,
        4.681736469268799,
        4.848631381988525,
        4.949578285217285,
        4.779291391372681,
        4.404498338699341,
        3.221503734588623,
        1.7988455295562744,
        1.9808762073516846,
        1.0439932346343994,
    ],
    [
        0.14494824409484863,
        0.24969959259033203,
        1.4229578971862793,
        5.471708059310913,
        5.621778964996338,
        5.7769739627838135,
        5.7460150718688965,
        5.6701459884643555,
        5.270337104797363,
        1.9179344177246094,
    ],
]

for size1, size5, size10, lapses1, lapses5, lapses10 in zip(sizes1, sizes5, sizes10, stepsLapses1, stepsLapses5, stepsLapses10):
    fname = f"{size1[0]}_{size1[1]}.png"

    conf = {}
    conf["textBox"] = (
        f"Max Send Deque Size: {size1[0]}\nMax Received Deque Size: {size1[1]}"
    )
    conf["title"] = "Step Duration"
    conf["type"] = "plot"
    conf["legLoc"] = 1
    conf["desLoc"] = 1
    conf["colors"] = ["m-"]
    conf["labels"] = ["Step Duration"]
    conf["xlabel"] = "Step"
    conf["ylabel"] = "Time Taken (sec)"
    conf["data1"] = lapses1
    conf["data5"] = lapses5
    conf["data10"] = lapses10
    conf["path"] = plot_dir + fname
    conf["labels"] = [
        f"Nodes: 1000 (Time Taken: {size1[2]:.2f}s)",
        f"Nodes: 5000 (Time Taken: {size5[2]:.2f}s)",
        f"Nodes: 10000 (Time Taken: {size10[2]:.2f}s)"
    ]
    plotData(conf)