_R_R_D_G_R_A_P_H___E_X_A_M_P_L_E_S(1)                 rrdtool                _R_R_D_G_R_A_P_H___E_X_A_M_P_L_E_S(1)

NNAAMMEE
     rrdgraph_examples - Examples for rrdtool graph

SSYYNNOOPPSSIISS
     rrrrddttooooll ggrraapphh //hhoommee//hhttttppdd//hhttmmll//tteesstt..ppnngg ----iimmggffoorrmmaatt PPNNGG

     followed by any of the examples below

DDEESSCCRRIIPPTTIIOONN
     For  your  convenience some of the commands are explained here by using de‐
     tailed examples. They are not always cut-and-paste ready  because  comments
     are intermixed with the examples.

EEXXAAMMPPLLEESS
   DDaattaa wwiitthh mmuullttiippllee rreessoolluuttiioonnss
         --end now --start end-120000s --width 400
         DEF:ds0a=/home/rrdtool/data/router1.rrd:ds0:AVERAGE
         DEF:ds0b=/home/rrdtool/data/router1.rrd:ds0:AVERAGE:step=1800
         DEF:ds0c=/home/rrdtool/data/router1.rrd:ds0:AVERAGE:step=7200
         LINE1:ds0a#0000FF:"default resolution\l"
         LINE1:ds0b#00CCFF:"resolution 1800 seconds per interval\l"
         LINE1:ds0c#FF00FF:"resolution 7200 seconds per interval\l"

   NNiicceellyy ffoorrmmaatttteedd lleeggeenndd sseeccttiioonn
         DEF:ds0=/home/rrdtool/data/router1.rrd:ds0:AVERAGE
         DEF:ds1=/home/rrdtool/data/router1.rrd:ds1:AVERAGE
         VDEF:ds0max=ds0,MAXIMUM
         VDEF:ds0avg=ds0,AVERAGE
         VDEF:ds0min=ds0,MINIMUM
         VDEF:ds0pct=ds0,95,PERCENT
         VDEF:ds1max=ds1,MAXIMUM
         VDEF:ds1avg=ds1,AVERAGE
         VDEF:ds1min=ds1,MINIMUM
         VDEF:ds1pct=ds1,95,PERCENT

     Note: consolidation occurs here.

         CDEF:ds0bits=ds0,8,*
         CDEF:ds1bits=ds1,8,*

     Note: 10 spaces to move text to the right

         COMMENT:"          "

     Note: the column titles have to be as wide as the columns

         COMMENT:"Maximum    "
         COMMENT:"Average    "
         COMMENT:"Minimum    "

         COMMENT:"95th percentile\l"
         AREA:ds0bits#00C000:"Inbound "
         GPRINT:ds0max:"%6.2lf %Sbps"
         GPRINT:ds0avg:"%6.2lf %Sbps"
         GPRINT:ds0min:"%6.2lf %Sbps"
         GPRINT:ds0pct:"%6.2lf %Sbps\l"
         LINE1:ds1bits#0000FF:"Outbound"
         GPRINT:ds1max:"%6.2lf %Sbps"
         GPRINT:ds1avg:"%6.2lf %Sbps"
         GPRINT:ds1min:"%6.2lf %Sbps"
         GPRINT:ds1pct:"%6.2lf %Sbps\l"

   OOffffsseettttiinngg aa lliinnee oonn tthhee yy--aaxxiiss
     Depending on your needs you can do this in two ways:

     •   Offset the data, then graph this

             DEF:mydata=my.rrd:ds:AVERAGE

         Note: this will also influence any other command that uses "data"

             CDEF:data=mydata,100,+
             LINE1:data#FF0000:"Data with offset"

     •   Graph the original data, with an offset

             DEF:mydata=my.rrd:ds:AVERAGE

         Note: no color in the first line so it is not visible

             LINE1:100

         Note: the second line gets stacked on top of the first one

             LINE1:mydata#FF0000:"Data with offset":STACK

   DDrraawwiinngg ddaasshheedd lliinneess
     Also works for HRULE and VRULE

     •   default style: -- -- -- -- --

             LINE1:data#FF0000:"dashed line":dashes

     •   more fancy style with offset: -- --  ------ --  ------ --

             LINE1:data#FF0000:"another dashed line":dashes=15,5,5,10:dash-offset=10

   TTiimmee rraannggeess
         Last four weeks: --start end-4w --end 00:00
         January 2001:    --start 20010101 --end start+31d
         January 2001:    --start 20010101 --end 20010201
         Last hour:       --start end-1h
         Last 24 hours:   <nothing at all>
         Yesterday:       --end 00:00

   VViieewwiinngg tthhee ccuurrrreenntt aanndd pprreevviioouuss wweeeekk ttooggeetthheerr
         --end now --start end-1w
         DEF:thisweek=router.rrd:ds0:AVERAGE
         DEF:lastweek=router.rrd:ds0:AVERAGE:end=now-1w:start=end-1w

     Shift the data forward by one week (604800 seconds)

         SHIFT:lastweek:604800
         [ more of the usual VDEF and CDEF stuff if you like ]
         AREA:lastweek#0000FF:Last\ week
         LINE1:thisweek#FF0000:This\ week

   AAbbeerrrraanntt BBeehhaavviioouurr DDeetteeccttiioonn
     If  the  specialized  function  RRRRAAss exist for aberrant behavior detection,
     they can be used to generate the graph of a  time  series  with  confidence
     bands and failures.

        rrdtool graph example.png \
               DEF:obs=monitor.rrd:ifOutOctets:AVERAGE \
               DEF:pred=monitor.rrd:ifOutOctets:HWPREDICT \
               DEF:dev=monitor.rrd:ifOutOctets:DEVPREDICT \
               DEF:fail=monitor.rrd:ifOutOctets:FAILURES \
               TICK:fail#ffffa0:1.0:"Failures\: Average bits out" \
               CDEF:scaledobs=obs,8,* \
               CDEF:upper=pred,dev,2,*,+ \
               CDEF:lower=pred,dev,2,*,- \
               CDEF:scaledupper=upper,8,* \
               CDEF:scaledlower=lower,8,* \
               LINE2:scaledobs#0000ff:"Average bits out" \
               LINE1:scaledupper#ff0000:"Upper Confidence Bound: Average bits out" \
               LINE1:scaledlower#ff0000:"Lower Confidence Bound: Average bits out"

     This  example  generates a graph of the data series in blue (LINE2 with the
     scaledobs virtual data source), confidence bounds in red  (scaledupper  and
     scaledlower  virtual  data sources), and potential failures (i.e. potential
     aberrant behavior) marked by vertical yellow lines (the fail data source).

     The raw data comes from an AVERAGE RRRRAA, the finest resolution  of  the  ob‐
     served  time  series  (one consolidated data point per primary data point).
     The predicted (or smoothed) values are stored in  the  HWPREDICT  RRRRAA.  The
     predicted  deviations  (think  standard deviation) values are stored in the
     DEVPREDICT RRRRAA. Finally, the FAILURES RRRRAA contains indicators, with  1  de‐
     noting a potential failure.

     All  of  the data is rescaled to bits (instead of Octets) by multiplying by
     8.  The confidence bounds are computed by an offset of  2  deviations  both
     above  and below the predicted values (the CDEFs upper and lower). Vertical
     lines indicated potential failures are graphed via the TICK graph  element,
     which  converts  non-zero  values  in  an  RRRRAA  into  tick  marks.  Here an
     axis-fraction argument of 1.0 means the tick marks span the entire  y-axis,
     and hence become vertical lines on the graph.

     The  choice of 2 deviations (a scaling factor) matches the default used in‐
     ternally by the FAILURES RRRRAA. If the internal value is  changed  (see  rrd‐
     tune), this graphing command should be changed to be consistent.

     _A _n_o_t_e _o_n _d_a_t_a _r_e_d_u_c_t_i_o_n_:

     The  rrrrddttooooll _g_r_a_p_h command is designed to plot data at a specified temporal
     resolution, regardless of the actually resolution of the data  in  the  RRD
     file.   This  can present a problem for the specialized consolidation func‐
     tions which maintain a one-to-one mapping between primary data  points  and
     consolidated  data  points.  If  a graph insists on viewing the contents of
     these RRRRAAss on a coarser temporal scale, the _g_r_a_p_h command tries to do some‐
     thing intelligent, but the confidence bands and failures no longer have the
     same meaning and may be misleading.

SSEEEE AALLSSOO
     rrdgraph gives an overview of how rrrrddttooooll ggrraapphh works.   rrdgraph_data  de‐
     scribes  DDEEFF,CCDDEEFF  and VVDDEEFF in detail.  rrdgraph_rpn describes the RRPPNN lan‐
     guage used in the xxDDEEFF statements.  rrdgraph_graph page describes  all  the
     graph and print functions.

AAUUTTHHOORR
     Program by Tobias Oetiker <tobi@oetiker.ch>

     This  manual  page  by  Alex van den Bogaerdt <alex@vandenbogaerdt.nl> with
     corrections and/or additions by several people

1.10.2                             2026-06-03               _R_R_D_G_R_A_P_H___E_X_A_M_P_L_E_S(1)
