from clearml import Task
from matplotlib import pyplot as plt
import numpy as np

task = Task.init(
    project_name="Example",
    task_name="Example",
    auto_connect_frameworks={"matplotlib": False},
)
logger = task.get_logger()

fpr, tpr, thresholds = np.random.rand(3, 10)

fig, ax = plt.subplots(1, 1)
ax.plot(fpr, tpr, "o-", label="ROC curve")
ax.plot(np.linspace(0, 1, 10), np.linspace(0, 1, 10), label="diagonal", linestyle="--")
for x, y, txt in zip(fpr, tpr, thresholds):
    ax.annotate(np.round(txt, 2), (x, y - 0.04))
logger.report_matplotlib_figure(
    "ROC curve", "ROC curve", iteration=0, figure=fig, report_interactive=True
)