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I am plotting same plot as from here How to plot multiple y-axes?. But also i would like them to look like in the image below. With additional lines and tics, how can i do it?
As mentioned in the answer you linked, you can plot many plots on top of each other in the multiplot environment.
So, here you are plotting 6 plots on top of each other
plot 1, 2, 3 for the data/functions
plot 4, 5, 6 for the colored axes
and plot 6 as well for the key on top of everything
In order to get the same scale for the plot and the "external" axes I would recommend to store the ranges and step sizes in the variables y10,y11,y1d, ...., such that you have to change the values only at one location.
Script:
reset session
set key opaque box noautotitle
set multiplot
set margins screen 0.3, screen 0.95, screen 0.95, screen 0.1 # l,r,t,b
# first plot
set xrange[0:10]
set xtics 2
y10 = -1.2
y11 = 1.2
y1d = 0.4
set yrange [y10:y11]
set ytics y1d
set format y '' # no ytic labels
set grid x,y
plot sin(x) lc "red"
# second plot
set border 0 # no border
unset tics # no tics
unset grid # no grid
y20 = -3.0
y21 = 3.0
y2d = 1.0
set yrange [y20:y21]
plot 3*cos(x) lc "green"
# third plot
y30 = -1.5
y31 = 1.5
y3d = 0.5
set yrange [y30:y31]
plot 3*sin(x)*cos(x) lc "blue"
# plot for axis 1
set lmargin screen 0.27
set border 2 lc "red" lw 2
set ylabel "Voltage" tc "red" offset 1.5,0
set yrange [y10:y11]
set format y
set ytics y1d nomirror
plot NaN
# plot for axis 2
set lmargin screen 0.17
set border 2 lc "green" lw 2
set ylabel "Current" tc "green" offset 0.5,0
set yrange [y20:y21]
set ytics y2d
plot NaN
# plot for axis 3 and key
set lmargin screen 0.08
set border 2 lc "blue" lw 2
set ylabel "Power" tc "blue" offset 1,0
set yrange [y30:y31]
set ytics y3d
plot NaN w l lc "red" ti "sin(x)", \
NaN w l lc "green" ti "3*cos(x)", \
NaN w l lc "blue" ti "3*sin(x)*cos(x)"
unset multiplot
### end of script
Result:
I have a problem. Im trying to do a polar plot, the fact it's that i want to plot some theorical line as some experimental data in the plot. But the theorical line has a range different of the experimental data because i had to do it like that to had gnuplot paint it.
I have the following script:
####
reset
set encoding utf8
set size 1,1
set terminal epslatex
set output "direccionalidad.tex"
unset border
set polar
set angles degrees #set gnuplot on degrees instead of radians
set style line 10 lt 1 lc 0 lw 0.3
set grid polar 30 #set the grid to be displayed every 60 degrees
set grid ls 10
set trange[-90:90]
f(t)=27.934*sin(1.81651*t+96.1991) # Theorical line
set xrange[-31:32]
set yrange[-30:30]
set xtics axis #disply the xtics on the axis instead of on the border
set ytics axis
set xtics scale 0 #"remove" the tics so that only the y tics are displayedj
set ytics (0, 6, 12) #make the ytics go from the center (0) to 6000 with incrment of 1000
unset ytics
set xtics ("5" 6, "15" 16.5, "30" 32)
# set the xtics only go from 0 to 6000 with increment of1000 but do not display anything. This has to be done otherwise the grid will not be displayed correctly.
set rtics (5,15,30)
set rtics format ' ' scale 0
set_label(x, text) = sprintf("set label '%s' at (32*cos(%f)), (32*sin(%f)) center", text, x, x) #this places a label on the outside
eval set_label(0, "0")
eval set_label(30, "30")
eval set_label(60, "60")
eval set_label(90, "90")
eval set_label(120, "120")
eval set_label(150, "150")
eval set_label(180, "180")
eval set_label(-150, "-150")
eval set_label(-120, "-120")
eval set_label(-90, "-90")
eval set_label(-60, "-60")
eval set_label(-30, "-30")
set size square
#PLOTS
plot "direccionalidaddatos.txt" u 1:3 pointtype 7 ps 2 lt 1 lw 3 lc rgb 'blue' notitle ,\
f(t) dt '-' lc rgb 'blue' notitle
#ACABAMOS
###
And here there are some examples of columns in the direccionalidaddatos.txt archive, the column in the middle it's just the angle in radians but it's usless cause i just want the angle in degrees so just ignore it ;):
-90 -1.570796327 0.1
-85 -1.483529864 0.2
-80 -1.396263402 0.4
-75 -1.308996939 0.7
-70 -1.221730476 1.1
-65 -1.134464014 1.7
-60 -1.047197551 2.5
#
And the result it is the image Polar plot
As you see in the image there are two branches that have no points, i want those branches to simply don't disappear cause they don't mean notihng in the graphic.So if anyone knows a form to made dissapear the branches, or to improve the script let me know hehe.
Thanks so much.
Can you just reduce the sampled range for the second plot component?
plot "direccionalidaddatos.txt" u 1:3 pointtype 7 ps 2 lt 1 lw 3 lc rgb 'blue' notitle ,\
[-52:45] '+' using 1:(f($1)) with lines dt '-' lc rgb 'blue' notitle
I do not want to change my data files that come with the first column containing the time values. Then I formatted it on gnuplot to show only the hour and minute. But it is a bit ugly to start the time from 8:00. I would like to start it from 0 and keep the values at the same pace of the data file. I was trying to use a constant like this example shows How do I make a plot in gnuplot with the lowest value automatically subtracted from the y data? but it is not working.
Here are my source and the plot.
#!/usr/bin/gnuplot
# set grid
set key outside bottom center horizontal
set key font ",19"
set style line 1 lc rgb '#E02F44' lt 1 lw 1 ps 0.5 pt 7 # input throughput
set style line 2 lc rgb '#FF780A' lt 1 lw 1 ps 0.5 pt 1 # output throughput
set style line 3 lc rgb '#56A64B' lt 1 lw 1 ps 0.5 pt 2 # average processing latency
set style line 4 lc rgb '#000000' lt 1 lw 1 ps 0.5 pt 3 # 99th percentile processing latency
set style arrow 1 heads ls 4
set style arrow 2 head ls 4
set terminal pdf
set pointintervalbox 0
set datafile separator ','
set output "Cost-20K-ThroughputVsLatency.pdf"
#set title ""
set xlabel "time (minutes)" font ",17" offset 0,1,0
set xtics font ",8" offset 0,0.5,0
set xdata time # tells gnuplot the x axis is time data
set timefmt "%Y-%m-%d %H:%M:%S" # specify our time string format
set format x "%H:%M" # otherwise it will show only MM:SS
set xrange ["2020-05-07 08:05:00":"2020-05-07 09:50:00"]
set ylabel "Throughput (K rec/sec)" font ",18" offset 0,0,0
set yrange [0:7]
set ytics font ",20"
#set y2label "processing latency (seconds)" font ",18" offset -1.5,0,0
set y2range [0:25]
set ytics nomirror
set y2tics 0, 5 font ",17"
plot "throughput-vs-latency-20K.csv" using 1:(column(2)/1000) title "IN throughput" with linespoints ls 1 axis x1y1 \
, "throughput-vs-latency-20K.csv" using 1:(column(10)/1000) title "OUT throughput" with linespoints ls 2 axis x1y1 \
, "throughput-vs-latency-20K.csv" using 1:(column(18)/1000) title "avg. latency" with linespoints ls 3 axis x1y2 \
, "throughput-vs-latency-20K.csv" using 1:(column(26)/1000) title "99th latency" with linespoints ls 4 axis x1y2
UPDATE
I changed my script like you said #theozh but I am still not getting the x axis starting from 0.
set key bottom right
set key font ",11"
set style line 1 lc rgb '#E02F44' lt 1 lw 1 ps 0.5 pt 7 # input throughput
set style line 2 lc rgb '#FF780A' lt 1 lw 1 ps 0.5 pt 1 # output throughput
set style line 3 lc rgb '#56A64B' lt 1 lw 1 ps 0.5 pt 2 # average processing latency
set style line 4 lc rgb '#000000' lt 1 lw 1 ps 0.5 pt 3 # 99th percentile processing latency
set style arrow 1 heads ls 4
set term pdfcairo size 5.0in,2.5in
set pointintervalbox 0
set datafile separator ','
set tmargin 1.5
set border 1+2+8
set xtics nomirror
set output "throughput-latency-increasingK-TaxiRideNYC-50Kpersec.pdf"
myTimeFmt = "%Y-%m-%d %H:%M:%S"
set xlabel "time (minutes)" font ",9" offset 0,1.5,0
set xtics font ",8" #rotate by 45 right
set ylabel "Throughput (K rec/sec)" font ",10" offset 2,0,0
set yrange [0:3.5]
set y2label "processing latency (seconds)" font ",10" offset -2,0,0
set y2range [0:14]
set ytics nomirror
set y2tics 0, 2
set xdata time # tells gnuplot the x axis is time data
set format x "%M" time
plot t=0 "throughput-latency-increasing.csv" u (t==0?(t0=timecolumn(1,myTimeFmt),t=1):NaN, timecolumn(1,myTimeFmt)-t0):(column(2)/1000) title "IN throughput" with linespoints ls 1 axis x1y1 \
, t=0 "throughput-latency-increasing.csv" u (t==0?(t0=timecolumn(1,myTimeFmt),t=1):NaN, timecolumn(1,myTimeFmt)-t0):(column(18)/1000) title "avg. latency" with linespoints ls 3 axis x1y2 \
, 4/0 t "# of tuples pre-aggregating" with vectors arrowstyle 1
values are here:
"Time","pre_aggregate-outPool[0]-avg","pre_aggregate-outPool[1]-avg","pre_aggregate-outPool[2]-avg","pre_aggregate-outPool[3]-avg","pre_aggregate-outPool[4]-avg","pre_aggregate-outPool[5]-avg","pre_aggregate-outPool[6]-avg","pre_aggregate-outPool[7]-avg","pre_aggregate-outPool[0]-99","pre_aggregate-outPool[1]-99","pre_aggregate-outPool[2]-99","pre_aggregate-outPool[3]-99","pre_aggregate-outPool[4]-99","pre_aggregate-outPool[5]-99","pre_aggregate-outPool[6]-99","pre_aggregate-outPool[7]-99","pre_aggregate[0]-param","pre_aggregate[1]-param","pre_aggregate[2]-param","pre_aggregate[3]-param","pre_aggregate[4]-param","pre_aggregate[5]-param","pre_aggregate[6]-param","pre_aggregate[7]-param"
"2020-04-27 10:22:45",33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33,70,75,79,33,41,62,75,50000,50000,50000,50000,50000,50000,50000,50000
"2020-04-27 10:23:00",33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33,33,75,79,33,33,33,37,50000,50000,50000,50000,50000,50000,50000,50000
"2020-04-27 10:23:15",33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33,33,33,33,33,33,33,33,50000,50000,50000,50000,50000,50000,50000,50000
"2020-04-27 10:23:30",33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,62,66,50,62,66,45,50,66,50000,50000,50000,50000,50000,50000,50000,50000
"2020-04-27 10:23:45",33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,62,66,50,62,66,45,50,66,50000,50000,50000,50000,50000,50000,50000,50000
"2020-04-27 10:24:00",33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33.33333432674408,33,33,33,33,33,33,33,33,50000,50000,50000,50000,50000,50000,50000,50000
The following example uses the newer gnuplot date time syntax (see help timecolumn), e.g. timecolumn(1,myTimeFmt) and set format x "%H:%M" time.
In order to normalize your time series to the first data point you have to store this time into a variable, e.g. t0 which you can "re-use" in successive plot commands from the same datafile.
Note the different time format for the x axis: "%H:%M" for day time and "%tH:%tM" for hours exceeding 24 hours or minutes exceeding 60 minutes, see help time_specifiers.
Edit:
for better readability of the plot command, I "outsourced" the normalization into a function Normalize(). But note that t=0 is still required at the beginning of the plot command.
in case you have some (uncommented) header lines, you need to skip them via skip <number of header lines>.
Code:
### normalize time data relative to start time
reset session
myTimeFmt = "%Y-%m-%d %H:%M:%S"
# create some test data
set table $Data
plot '+' u (strftime(myTimeFmt,time(0) + $1*3600*2)):(cos($1)) w table
unset table
# function to normalize time column to first value
Normalize(c) = (t==0?(t0=timecolumn(c,myTimeFmt),t=1):NaN, timecolumn(c,myTimeFmt)-t0)
# in case there are uncommented header lines skip them
SkipHeaderLines = 0
set multiplot layout 2,1
set format x "%Y\n%m-%d\n%H:%M" time
plot $Data u (timecolumn(1,myTimeFmt)):3 skip SkipHeaderLines w l ti "absolute time"
set format x "%tH:%tM" time
plot t=0 $Data u (Normalize(1)):3 skip SkipHeaderLines w l ti "relative time"
unset multiplot
### end of code
Result:
I have this script to plot data from a CSV file using gnuplot. I want to add 3 vertical lines at different times on the plot to show where I changed the workload of my experiment. I was trying to do it with vector but it was messing the data already plotted. I attached my chart and added manually the vertical blue line as an example of what I want.
#!/usr/bin/gnuplot
# set grid
set key under left maxrows 1
set style line 1 lc rgb '#E02F44' lt 1 lw 1 ps 0.5 pt 7 # input throughput
set style line 2 lc rgb '#FF780A' lt 1 lw 1 ps 0.5 pt 1 # output throughput
set style line 3 lc rgb '#56A64B' lt 1 lw 1 ps 0.5 pt 2 # average processing latency
set style line 4 lc rgb '#000000' lt 1 lw 1 ps 0.5 pt 3 # 99th percentile processing latency
set terminal pdf
set pointintervalbox 0
set datafile separator ','
set output "efficiency-throughput-networkbuffer-baseline-TaxiRideNYC-100Kpersec.pdf"
set title "Throughput vs. processing latency consuming 50K r/s from the New York City (TLC)"
set xlabel "time (minutes)"
set ylabel "Throughput (K rec/sec)"
set y2label "processing latency (seconds)"
set ytics nomirror
set y2tics 0, 1
set xdata time # tells gnuplot the x axis is time data
set timefmt "%Y-%m-%d %H:%M:%S" # specify our time string format
set format x "%M" # otherwise it will show only MM:SS
plot "throughput-latency-increasing.csv" using 1:(column(2)/1000) title "IN throughput" with linespoints ls 1 axis x1y1 \
, "throughput-latency-increasing.csv" using 1:(column(10)/1000) title "OUT throughput" with linespoints ls 2 axis x1y1 \
, "throughput-latency-increasing.csv" using 1:(column(18)/1000) title "avg. latency" with linespoints ls 3 axis x1y2 \
, "throughput-latency-increasing.csv" using 1:(column(26)/1000) title "99th perc. latency" with linespoints ls 4 axis x1y2 \
#, "" using 1:($1):(3):(0) notitle with vectors nohead
My data file is:
"Time","pre_aggregate[0]-IN","pre_aggregate[1]-IN","pre_aggregate[2]-IN","pre_aggregate[3]-IN","pre_aggregate[4]-IN","pre_aggregate[5]-IN","pre_aggregate[6]-IN","pre_aggregate[7]-IN","pre_aggregate[0]-OUT","pre_aggregate[1]-OUT","pre_aggregate[2]-OUT","pre_aggregate[3]-OUT","pre_aggregate[4]-OUT","pre_aggregate[5]-OUT","pre_aggregate[6]-OUT","pre_aggregate[7]-OUT","pre_aggregate[0]-50","pre_aggregate[1]-50","pre_aggregate[2]-50","pre_aggregate[3]-50","pre_aggregate[4]-50","pre_aggregate[5]-50","pre_aggregate[6]-50","pre_aggregate[7]-50","pre_aggregate[0]-99","pre_aggregate[1]-99","pre_aggregate[2]-99","pre_aggregate[3]-99","pre_aggregate[4]-99","pre_aggregate[5]-99","pre_aggregate[6]-99","pre_aggregate[7]-99"
"2020-04-27 10:31:00",1428.05,1274.4666666666667,1364.6166666666666,1384.4666666666667,1327.3,1376.5,1390.9166666666667,1418.35,1428.05,1274.4666666666667,1364.6333333333334,1384.4666666666667,1327.3,1376.5,1390.9166666666667,1418.35,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1
"2020-04-27 10:31:15",1463.5833333333333,1452.3666666666666,1346.7333333333333,1380.3833333333334,1429.4833333333333,1431.6833333333334,1442.85,1425.15,1463.5833333333333,1452.3666666666666,1346.7333333333333,1380.3833333333334,1429.4833333333333,1431.6833333333334,1442.85,1425.15,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1
"2020-04-27 10:31:30",1393.4666666666667,1396.65,1369.55,1381.3833333333334,1336.8,1434.5166666666667,1440.0833333333333,1399.2833333333333,1393.45,1396.65,1369.55,1381.3833333333334,1336.8,1434.5166666666667,1440.0833333333333,1399.2833333333333,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1
"2020-04-27 10:31:45",1404.8833333333334,1448.5333333333333,1313.9,1308.1,1359.6333333333334,1329.5166666666667,1338.4166666666667,1481.5666666666666,1404.8833333333334,1448.5333333333333,1313.9,1308.1,1359.6333333333334,1329.5166666666667,1338.4166666666667,1481.5833333333333,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1
Of course you can plot your lines and labels. In the example below I'm using the newer syntax compared to set xdata time. Which requires timecolumn(1,myTimeFmt) and e.g. set format x "%M" time.
Your date is in double quotes, so you have to define the timeformat using single quotes including the double quotes.
Furthermore, you are using absolute times, so your lines ideally use the same format. You can put it into a datablock. I hope you can adapt the code to your needs.
Code:
### vertical lines with labels on time axis
reset session
$myLines <<EOD
"2020-04-27 10:34:00"
"2020-04-27 10:39:20"
"2020-04-27 10:43:50"
"2020-04-27 10:48:00"
EOD
myTimeFmt = '"%Y-%m-%d %H:%M:%S"'
StartDate = '"2020-04-27 10:30:00"'
EndDate = '"2020-04-27 10:52:00"'
set format x "%M" time
set xrange [strptime(myTimeFmt,StartDate):strptime(myTimeFmt,EndDate)]
yLow = 1.4
yHigh = 3.5
set tmargin screen 0.90
plot '+' u (strptime(myTimeFmt,StartDate)+$0*60):(rand(0)*3+0.5) w l lc rgb "red" notitle, \
$myLines u (timecolumn(1,myTimeFmt)):(yHigh):("Workload\nchanged") w labels right offset -0.5,1.5 not, \
$myLines u (timecolumn(1,myTimeFmt)):(yLow):(0):(yHigh-yLow) w vec lc rgb "blue" lw 2 nohead not
### end of code
Result:
I have this points:
0.00049 1.509
0.00098 1.510
0.00195 1.511
0.00293 1.509
0.00391 1.510
0.00586 1.523
0.00781 1.512
0.01172 1.514
0.01562 1.510
0.02344 1.511
0.03125 1.510
0.04688 7.053
0.06250 7.054
0.09375 7.187
0.125 7.184
0.1875 7.177
0.25 7.207
0.375 16.588
0.5 24.930
0.75 39.394
1 56.615
1.5 77.308
2 84.909
3 89.056
4 88.485
6 88.678
8 89.022
12 88.513
16 88.369
24 88.512
32 88.536
48 87.792
64 87.716
96 87.589
128 87.608
192 87.457
256 87.388
And this gnuplot script:
#! /usr/bin/gnuplot
set terminal png
set output "lat_mem_rd.png"
set title "Memory Latency Benchmark (Stride 512)"
set xlabel "Memory Depth (MB)"
set ylabel "Latency (ns)"
set xtics rotate by 45 offset 0,-1
set xtics font "Times-Roman, 8"
set grid
set style line 1 lc rgb '#0060ad' lt 1 lw 2 pt 7 ps 1 # --- blue
plot "lat_mem_rd.dat" using (log($1)):2:xtic(1) smooth unique title "" with linespoints ls 1
which generates this graphic:
But i want to show the y values in the y label with one of the approximated values in those approximations, for example, for all of the values with x values between 3 and 256, the y label is set to just one, maybe 88.513 that corresponds to x=12 or other (or maybe the average of those points if its not very difficult)...
The same for x values between 0 and 0.02344 and for x values between 0.03125 and 0.1875.
This y values will substitute the values 10, 20, ..., 90.
Here is a modification of your script that might do what you want, if I understand you correctly:
set title "Memory Latency Benchmark (Stride 512)"
set xlabel "Memory Depth (MB)"
set ylabel "Latency (ns)"
set xtics rotate by 45 offset 0,-1
set xtics font "Times-Roman, 8"
set grid
a = ""; p = 0; nn = 1; nt = 37; d = 4; s = 0
f(x) = (x>p+d || nn >= nt)?(nn=nn+1, p=x, a=a." ".sprintf("%5.2f", s/n), n=1, s=x):(nn=nn+1, p=x, s=s+x, n=n+1)
plot "lat_mem_rd.dat" using 1:(f($2)) # Just to set array "a"
set ytics 0,0,0
set yrange [0:90]
set for [aa in a] ytics add (aa aa)
set style line 1 lc rgb '#0060ad' lt 1 lw 2 pt 7 ps 1 # --- blue
set terminal png
set output "lat_mem_rd.png"
plot "lat_mem_rd.dat" using (log($1)):2:xtic(1) smooth unique title "" with linespoints ls 1
This script produces this plot:
The strategy is to accumulate a sum of Y-values and calculate an average every time the Y-value increases by at least an amount d; these averages are stored in a string variable "a", which is looped over to set the ytic values before the final plot command. This way clusters of closely-spaced Y-values give rise to a ytic at their average value; I think that was what you wanted.