I'm plotting some columns of a datafame into a boxplot. Sofar, no problem. As seen below I wrote some stuff and it works. BUT: the second plot contains the plot of the first plot, too. So as you can see I tried it with "= None" or "del value", but it does not work. Putting the plot function outside also don't solves the problem.
Whats wrong with my code?
Edit: here an executable example
import pandas as pd
d1 = {'ff_opt_time': [10, 20, 11, 5, 15 , 13, 19, 25 ], 'ff_count_opt': [30, 40, 45, 29, 35,38,32,41]}
df1 = pd.DataFrame(data=d1)
d2 = {'ff_opt_time': [1, 2, 1, 5, 1 , 1, 4, 5 ], 'ff_count_opt': [3, 4, 4, 9, 5,3, 2,4]}
df2 = pd.DataFrame(data=d2)
def evaluate2(df1, df2):
def plot(df, output ):
boxplot = df.boxplot(rot=45,fontsize=5)
fig = boxplot.get_figure()
fig.savefig(output + ".pdf")
df_ot = pd.DataFrame(columns=['opt_time1' , 'opt_time2'])
df_ot['opt_time1'] = df1['ff_opt_time']
df_ot['opt_time2'] = df2['ff_opt_time']
plot(df_ot, "bp_opt_time")
df_op = pd.DataFrame(columns=['count_opt1' , 'count_opt2'])
df_op['count_opt1'] = df1['ff_count_opt']
df_op['count_opt2'] = df2['ff_count_opt']
plot(df_op, "bp_count_opt_perm")
evaluate2(df1, df2)
Edit: here anohter executeable example. I even used other variable names.
import pandas as pd
d1 = {'ff_opt_time': [10, 20, 11, 5, 15 , 13, 19, 25 ], 'ff_count_opt': [30, 40, 45, 29, 35,38,32,41]}
df1 = pd.DataFrame(data=d1)
d2 = {'ff_opt_time': [1, 2, 1, 5, 1 , 1, 4, 5 ], 'ff_count_opt': [3, 4, 4, 9, 5,3, 2,4]}
df2 = pd.DataFrame(data=d2)
def evaluate2(df1, df2):
df_ot = pd.DataFrame(columns=['opt_time1' , 'opt_time2'])
df_ot['opt_time1'] = df1['ff_opt_time']
df_ot['opt_time2'] = df2['ff_opt_time']
boxplot1 = df_ot.boxplot(rot=45,fontsize=5)
fig1 = boxplot1.get_figure()
fig1.savefig( "bp_opt_time.pdf")
df_op = pd.DataFrame(columns=['count_opt1' , 'count_opt2'])
df_op['count_opt1'] = df1['ff_count_opt']
df_op['count_opt2'] = df2['ff_count_opt']
boxplot2 = df_op.boxplot(rot=45,fontsize=5)
fig2 = boxplot2.get_figure()
fig2.savefig( "bp_count_opt_perm.pdf")
evaluate2(df1, df2)
from pandas boxplot contains content of plot saved before
No comments:
Post a Comment