Function plot_mrc_time

scripts/plot_mrc_time.py:107–153

plot the miss ratio from the computation X-axis is time, different lines are different algos Args: mrc_dict: a dict of mrc, key is the algo name, value is (time_list, miss_ratio_list) name: the name of the plot, default: mrc Returns: None

(
    mrc_dict: Dict[str, Tuple[List[float], List[float]]], 
    name: str = "mrc"
)

def plot_mrc_time(
    mrc_dict: Dict[str, Tuple[List[float], List[float]]], 
    name: str = "mrc"
) -> None:
    """plot the miss ratio from the computation
        X-axis is time, different lines are different algos
    Args:
        mrc_dict: a dict of mrc, key is the algo name, value is (time_list, miss_ratio_list)
        name: the name of the plot, default: mrc
    Returns:
        None
    """
    
    linestyles = itertools.cycle(["-", "--", "-.", ":"])
    linestyles = itertools.cycle(["--", "-", "--", "-.", ":"])
    colors = itertools.cycle(
        [
            "navy",
            "darkorange",
            "tab:green",
            "cornflowerblue",
        ]
    )
    MARKERS = itertools.cycle(Line2D.markers.keys())

    for algo, (ts, mrc) in mrc_dict.items():
        ts = np.array(ts) / ts[-1]
        plt.plot(
            ts,
            mrc,
            linewidth=4,
            color=next(colors),
            linestyle=next(linestyles),
            label=algo,
        )

    plt.xlabel("Time")
    plt.ylabel("Miss Ratio")
    legend = plt.legend(ncol=2, loc="upper left", frameon=False)
    frame = legend.get_frame()
    frame.set_facecolor("0.9")
    frame.set_edgecolor("0.9")
    plt.grid(axis="y", linestyle="--")
    plt.savefig("{}.pdf".format(name), bbox_inches="tight")
    plt.show()
    plt.clf()
    print("plot is saved to {}.pdf".format(name))


def run():