Using Pycharm and Matplotlib e.g. with:
import matplotlib.pyplot as plt
import numpy as np
my_random = np.random.random(5)
plt.plot(my_random)
plt.show()
gives easily a plot, that appears in Pycharm Professional Edition 2017.3 (Ubuntu 14.04) in the SciView window:

If I zoom in to the plot, it gets very coarse and I cannot analyse details anymore:

Is it possible to have this plot as a vector plot, so that details are maintained when zooming in?
Or can I plot in a more "native" (in the sense of closer to matplotlib, as this plot seems Pycharm specific) way, so that zooming is done in a vectorized and not bitmap way?
Currently zooming in with adaptive resolution is not supported.
Your best option is to use a different tool for that.
To cancel the sciview:
settings -> Tools -> python scientific -> untick "show plots in tool window"
view -> untick "scientific mode".
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