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matplotlib eats all memory when saving fig

Georgiy Kantsedal answered on March 14, 2022 Popularity 1/10 Helpfulness 1/10

answer matplotlib eats all memory when saving fig

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matplotlib eats all memory when saving fig

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fig = plt.figure(num=1, clear=True)

for i in tqdm(range(55238, len(df)-40)):
    df_tmp = df.iloc[i:i+30]
    name = f'data/{i+30+1}'
    generate_picture(df_tmp, name, fig)
    gc.collect()

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Contributed on Mar 14 2022

Georgiy Kantsedal

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matplotlib eats all memory when saving fig

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import matplotlib.pyplot as plt
import numpy as np

A = np.arange(1,5)
B = A**2

cnt=0
while(1):  
    cnt = cnt+1
    print("########### test %d ###########" % cnt)

    # here is the trick: 
    # set the figure a 'num' to prevent from re-malloc of a figure in the next loop 
    # and set "clear=True" to make the figure clear
    # I never use plt.close() to kill the figure, because I found it doesn't work.
    # Only one figure is allocated, which can be self-released when the program quits.
    # Before: 6000 times calling of plt.figure() ~ about 1.6GB of memory leak
    # Now: the memory keeps in a stable level
    fig = plt.figure(num=1, clear=True)
    ax = fig.add_subplot()

    # alternatively use an other function in one line
    # fig, ax = plt.subplots(num=1,clear=True)

    ax.plot(A,B)
    ax.plot(B,A)

    # Here add the functions you need 
    # plt.show()
    fig.savefig('%d.png' % cnt)

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Tags: typescript fig when matplotlib memory

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Contributed on Mar 14 2022

Georgiy Kantsedal

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matplotlib eats all memory when saving fig

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