perf_tests_mean_read_set.py
import numpy as np
import pandas as pd
import shutil
def create_tex_file():
# float numbers f.write format
ff = "{:.2f}".format
# read all files
p2n = pd.read_csv('data/read_and_set_test/LabNet/python_r2_no_opt.csv', delimiter=';')
p2o = pd.read_csv('data/read_and_set_test/LabNet/python_r2_opt.csv', delimiter=';')
p3n = pd.read_csv('data/read_and_set_test/LabNet/python_r3_no_opt.csv', delimiter=';')
p3o = pd.read_csv('data/read_and_set_test/LabNet/python_r3_opt.csv', delimiter=';')
p4n = pd.read_csv('data/read_and_set_test/LabNet/python_r4_no_opt.csv', delimiter=';')
p4o = pd.read_csv('data/read_and_set_test/LabNet/python_r4_opt.csv', delimiter=';')
p4_1 = pd.read_csv('data/read_and_set_test/LabNet/python_r4_1kHz.csv', delimiter=';')
p4_max = pd.read_csv('data/read_and_set_test/LabNet/python_r4_max.csv', delimiter=';')
cs2n = pd.read_csv('data/read_and_set_test/LabNet/c_sharp_r2_no_opt.csv', delimiter=';')
cs2o = pd.read_csv('data/read_and_set_test/LabNet/c_sharp_r2_opt.csv', delimiter=';')
cs3n = pd.read_csv('data/read_and_set_test/LabNet/c_sharp_r3_no_opt.csv', delimiter=';')
cs3o = pd.read_csv('data/read_and_set_test/LabNet/c_sharp_r3_opt.csv', delimiter=';')
cs4n = pd.read_csv('data/read_and_set_test/LabNet/c_sharp_r4_no_opt.csv', delimiter=';')
cs4o = pd.read_csv('data/read_and_set_test/LabNet/c_sharp_r4_opt.csv', delimiter=';')
cs4_1 = pd.read_csv('data/read_and_set_test/LabNet/c_sharp_r4_1kHz.csv', delimiter=';')
cs4_max = pd.read_csv('data/read_and_set_test/LabNet/c_sharp_r4_max.csv', delimiter=';')
cp2n = pd.read_csv('data/read_and_set_test/LabNet/cpp_r2_no_opt.csv', delimiter=';')
cp2o = pd.read_csv('data/read_and_set_test/LabNet/cpp_r2_opt.csv', delimiter=';')
cp3n = pd.read_csv('data/read_and_set_test/LabNet/cpp_r3_no_opt.csv', delimiter=';')
cp3o = pd.read_csv('data/read_and_set_test/LabNet/cpp_r3_opt.csv', delimiter=';')
cp4n = pd.read_csv('data/read_and_set_test/LabNet/cpp_r4_no_opt.csv', delimiter=';')
cp4o = pd.read_csv('data/read_and_set_test/LabNet/cpp_r4_opt.csv', delimiter=';')
cp4_1 = pd.read_csv('data/read_and_set_test/LabNet/cpp_r4_1kHz.csv', delimiter=';')
cp4_max = pd.read_csv('data/read_and_set_test/LabNet/cpp_r4_max.csv', delimiter=';')
r2n = str(ff(cs2n["SetAndRead"].mean())) + " " + str(ff(cp2n["SetAndRead"].mean())) + " " + str(ff(p2n["SetAndRead"].mean()))
r2n += " " + str(ff(cs2n["SetAndRead"].std())) + " " + str(ff(cp2n["SetAndRead"].std())) + " " + str(ff(p2n["SetAndRead"].std()))
r3n = str(ff(cs3n["SetAndRead"].mean())) + " " + str(ff(cp3n["SetAndRead"].mean())) + " " + str(ff(p3n["SetAndRead"].mean()))
r3n += " " + str(ff(cs3n["SetAndRead"].std())) + " " + str(ff(cp3n["SetAndRead"].std())) + " " + str(ff(p3n["SetAndRead"].std()))
r4n = str(ff(cs4n["SetAndRead"].mean())) + " " + str(ff(cp4n["SetAndRead"].mean())) + " " + str(ff(p4n["SetAndRead"].mean()))
r4n += " " + str(ff(cs4n["SetAndRead"].std())) + " " + str(ff(cp4n["SetAndRead"].std())) + " " + str(ff(p4n["SetAndRead"].std()))
r2o = str(ff(cs2o["SetAndRead"].mean())) + " " + str(ff(cp2o["SetAndRead"].mean())) + " " + str(ff(p2o["SetAndRead"].mean()))
r2o += " " + str(ff(cs2o["SetAndRead"].std())) + " " + str(ff(cp2o["SetAndRead"].std())) + " " + str(ff(p2o["SetAndRead"].std()))
r3o = str(ff(cs3o["SetAndRead"].mean())) + " " + str(ff(cp3o["SetAndRead"].mean())) + " " + str(ff(p3o["SetAndRead"].mean()))
r3o += " " + str(ff(cs3o["SetAndRead"].std())) + " " + str(ff(cp3o["SetAndRead"].std())) + " " + str(ff(p3o["SetAndRead"].std()))
r4o = str(ff(cs4o["SetAndRead"].mean())) + " " + str(ff(cp4o["SetAndRead"].mean())) + " " + str(ff(p4o["SetAndRead"].mean()))
r4o += " " + str(ff(cs4o["SetAndRead"].std())) + " " + str(ff(cp4o["SetAndRead"].std())) + " " + str(ff(p4o["SetAndRead"].std()))
r41 = str(ff(cs4_1["SetAndRead"].mean())) + " " + str(ff(cp4_1["SetAndRead"].mean())) + " " + str(ff(p4_1["SetAndRead"].mean()))
r41 += " " + str(ff(cs4_1["SetAndRead"].std())) + " " + str(ff(cp4_1["SetAndRead"].std())) + " " + str(ff(p4_1["SetAndRead"].std()))
r4m = str(ff(cs4_max["SetAndRead"].mean())) + " " + str(ff(cp4_max["SetAndRead"].mean())) + " " + str(ff(p4_max["SetAndRead"].mean()))
r4m += " " + str(ff(cs4_max["SetAndRead"].std())) + " " + str(ff(cp4_max["SetAndRead"].std())) + " " + str(ff(p4_max["SetAndRead"].std()))
shutil.copyfile("template.tex", "perf_tests_mean_read_set.tex")
f = open("perf_tests_mean_read_set.tex", "a")
f.write("\pgfplotstableread{\n")
f.write("a cs cp py st1 st2 st3\n")
f.write("Rv2 " + r2n + "\n")
f.write("Rv3 " + r3n + "\n")
f.write("Rv4 " + r4n + "\n")
f.write("Rv2o " + r2o + "\n")
f.write("Rv3o " + r3o + "\n")
f.write("Rv4o " + r4o + "\n")
f.write("Rv41 " + r41 + "\n")
f.write("Rv4m " + r4m + "\n")
f.write("}\mytable\n")
f.write("\\begin{document}\n")
f.write(" \\begin{tikzpicture}\n")
f.write(" \pgfplotsset{compat=1.11,\n")
f.write(" /pgfplots/ybar legend/.style={\n")
f.write(" /pgfplots/legend image code/.code={\n")
f.write(" \draw[##1,/tikz/.cd,yshift=-0.25em]\n")
f.write(" (0cm,0cm) rectangle (3pt,0.8em);},\n")
f.write(" %\draw[##1,/tikz/.cd,bar width=5pt,yshift=-0.2em,bar shift=0pt]\n")
f.write(" %plot coordinates {(0cm,0.8em)};},\n")
f.write(" },\n")
f.write(" }\n")
f.write("\n")
f.write(" \\begin{axis}[\n")
f.write(" %scale only axis,\n")
f.write(" %nodes near coords={\pgfmathprintnumber\pgfplotspointmeta},\n")
f.write(" %every node near coord/.append style={xshift=0pt,yshift=0pt, red, font=\scriptsize},\n")
f.write(" ybar,\n")
f.write(" %title=set and read gpio (mean with std dev),\n")
f.write(" enlarge x limits=0.1,\n")
f.write(" ylabel={latency, ms},\n")
f.write(" ymajorgrids=true,\n")
f.write(" %compat=newest,\n")
f.write(" major x tick style = transparent,\n")
f.write(" major y tick style = transparent,\n")
f.write(" %axis on top,\n")
f.write(" xtick align=inside,\n")
f.write(" ytick align=inside,\n")
f.write(" ytick={0.5,1,1.5,2},\n")
f.write(" symbolic x coords={Rv2,Rv3,Rv4,Rv2o,Rv3o,Rv4o,Rv41,Rv4m},\n")
f.write(" xtick = data,\n")
f.write(" xticklabels={%\n")
f.write(" {Rv2},%\n")
f.write(" {Rv3},%\n")
f.write(" {Rv4},%\n")
f.write(" {Rv2\\\\{\scriptsize optimized}},%\n")
f.write(" {Rv3\\\\{\scriptsize optimized}},%\n")
f.write(" {Rv4\\\\{\scriptsize optimized}},%\n")
f.write(" {Rv4\\\\{\scriptsize 1kHz}},%\n")
f.write(" {Rv4\\\\{\scriptsize max}},%\n")
f.write(" },\n")
f.write(" x tick label style={\n")
f.write(" text width=2.5cm,\n")
f.write(" align=center\n")
f.write(" },\n")
f.write(" %x=2cm,\n")
f.write(" %y=2.5cm,\n")
f.write(" ymin=0,\n")
f.write(" ymax=2.19,\n")
f.write(" width=16cm,\n")
f.write(" height=7cm,\n")
f.write(" %enlarge x limits,\n")
f.write(" %enlarge y limits,\n")
f.write(" legend style={at={(0.867,0.95)}, anchor=north,legend columns=-1,draw=none},\n")
f.write(" ]\n")
f.write(" \legend{C\#,C++,Python}\n")
f.write("\n")
f.write(" \\addplot[draw = blue,\n")
f.write(" fill = col1,\n")
f.write(" draw=black,\n")
f.write(" error bars/.cd,\n")
f.write(" y dir=both, \n")
f.write(" y explicit,\n")
f.write(" error bar style={color=black}] table[x=a,y=cs,y error=st1] {\mytable};\n")
f.write("\n")
f.write(" \\addplot[draw = red,\n")
f.write(" fill = col2, \n")
f.write(" draw=black,\n")
f.write(" error bars/.cd, \n")
f.write(" y dir=both, \n")
f.write(" y explicit,\n")
f.write(" error bar style={color=black}] table[x=a,y=cp,y error=st2] {\mytable};\n")
f.write("\n")
f.write(" \\addplot[draw = brown,\n")
f.write(" fill = col3, \n")
f.write(" draw=black,\n")
f.write(" error bars/.cd, \n")
f.write(" y dir=both, \n")
f.write(" y explicit,\n")
f.write(" error bar style={color=black}] table[x=a,y=py,y error=st3] {\mytable};\n")
f.write("\n")
f.write(" \\end{axis}\n")
f.write(" \\end{tikzpicture}\n")
f.write("\\end{document}\n")
