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order to do some of the exercises you will need information which +you do not have yet. There are three main sources from where you can +acquire this information. + +\begin{itemize} +\item The \href{http://oss.oetiker.ch/rrdtool}{rrdtool web site}. +\item Or read the rrdtool unix manual pages. +\item Ask me! +\end{itemize} + +As you can see, there are no solutions printed on this sheet. I would +propose though, that you your sollutions to me. I will then put them together +mail them back to everyone who sent in their work. + + +\newpage +\section{Creating an RRD} +\ex{Data Source Types} + +RRDtool stores and graphs numerical data. In order to do so +properly you must provide some information about the nature of the +data. RRDtool knows several different types of Data Sources (DS). + +\begin{work} + Read the rrdcreate manual page to identify the data source types + and write down some examples for each type. +\end{work} + +\ex{Data Consolidation Methods} + +Once you have passed data on to RRDtool it gets stored in a data +storage array (Round Robin Archive). Each RRD can contain several +RRAs, working at different resolutions and using different data +consolidation methods. + +\begin{work} + Find the different Data Consolidation methods currently supported in + RRDtool. This information can be found in the RRD create manual + page. +\end{work} + +\ex{Data Validation} + +Storing invalid data can often be more of a problem than not storing +anything at all. In order to help you ensure that only valid data gets +into your Round Robin Database, RRDtool allows you to +describe some properties of the data you intend to store. This allows +RRDtool to throw out invalid input before it even enters the database. + +\begin{work} +Identify the parameters to setup these safeguards. This information +can be found in the rrdcreate manual page.\end{work} + +\ex{Database Setup} + +Having solved the exercises up this point you are now ready to setup a +Round Robin Database. Use the command line tool\\ +\cmd{rrdtool} to work your magic. + +\begin{work} + Create an RRD which accepts input from two COUNTER + data sources. The data sources provide new data every 300 seconds on + average. Allow for a maximal update interval of 600 seconds. The + input from both data-sources will always be between zero and 35 + million. + + The RRD should store the data for 24 hours at 5 minute resolution + and for a month at one hour resolution. For the one hour resolution + you want to keep both the average and the 5 minute maximum data. + +\end{work} + +Use \cmd{rrdtool info database.rrd} to see the structure of the rrd file you +just created. + +\ex{Coupling of Data Values} + +All values stored in a single RRD must be updated synchronously. Also, +it is not trivial to add new data-sources to an existing RRD or remove +old ones. In most cases it is sensible to create a new RRD for each +data source unless you know that they are tightly coupled. + +\begin{work} + Think of some data sources which are tightly coupled in the sense that + they should be stored into the same RRD and of some which should NOT be + stored in the same RRD. +\end{work} + +\newpage +\section{RRD Update} +\ex{The RRD Perl Interface} + +The recommended way to interact with an RRD is to use some scripting +language and an rrdtool language bindings. There are language bindings for +perl, python, ruby, tcl, lua and many other languages available. + +\begin{work} +Convert the command line for creating the RRD from the last exercise +in the previous section into a perl script. +\end{work} + +\ex{The Error Messages in Perl} +The RRDs commands do not complain when you call them with invalid +arguments. Normally they just get ignored. To catch errors you must +actively look for them. This is done with the \cmd{RRDs::error} +function. The behaviour of other bindings may differ. + +\begin{work} +Add error checking to your script and test it by providing the +create command with invalid parameters. +\end{work} + +\newpage +\ex{Feeding Data into an RRD} +In \cmd{/proc/net/snmp} you can find some counters regarding the +traffic of your workstation. This pseudo file contains new data each time you read it. + +\begin{work} + Use the data from this file to populate the RRD created in the previous + exercise. Don't forget to add error checking to the update routine. Make + sure you 'fake' the update time by stepping 5 minutes ahead everytime you + update. +\end{work} + +Use \cmd{rrdtool dump file.rrd} what data is stored in the rrd file. + +\ex{Data Re-Sampling} + +RRDtool re-samples any data you feed it to the base interval you set for the +database. This means, unless your data arrives exactly at the end of each +interval, your original data will not be preserved. People NOT understanding +how this works is one of the main toppics on the rrdtool mailinglist. + +\begin{work} +Get a grip on data resampling by creating a new rrd file and feeding it some +test data to see how it handles the different cases. +\end{work} + +\newpage +\section{Creating graphs} + +Harvesting data and storing in RRDs alone won't help you get a +promotion. What really interests people is getting graphs produced from +this data. + +\ex{Line Graphs} + + +\begin{work} +Use the graph function to create a graph representing the data +stored in your RRD. To start, use only \cmd{DEF:...} and \cmd{LINE1:...} +and \cmd{--end now+2day} parameters and have RRDtool +auto-configure the rest. +\end{work} + +\ex{GPRINT Exercise} +A RRD graph can also show numerical data. + +\begin{work} + Use the \cmd{GPRINT} argument to show the maximum 5 minute values of + both data sources below the graph. +\end{work} + +\ex{A Stack Graph} +Lets assume the data in the RRD represents traffic seen on two +different web servers which share the load of a busy web site. + +\begin{work} + Use the \cmd{AREA:} and \cmd{:STACK} function to place the data from + the first and second data-source on top of each other. This will + show the traffic produced by each server on its own as well as the + total traffic occurring on your web site. +\end{work} + +\ex{Using RPN Math} + +The network traffic in /proc/net/snmp is in octets passed over the +interface. Most people though will expect to see traffic data reported in +bits instead of octets. + +\begin{work} +Use the \cmd{CDEF:} function to multiply your data by 8 +before graphing it. +\end{work} + +and while you are at it: + +\begin{work} +Create conditional \cmd{CDEF}s to change the color of a line depending on the current value. +before graphing it. +\end{work} + +\begin{work} +Add two horizontal lines to the chart. One at the maximum value and the other at th $95\%$. Use the \cmd{VDEF} function for this. +\ex{Smoothing} + +Over the years, the number of functions supported by rrdtools RPN engine has +grown considerably. Trending and smoothing functions have been incorporated. + +\begin{work} +For data that fluctuates widely, it may help to plot a moving average instead as this will make slow changes more obvious. +Sample your the network traffic at 1 second interval and create a graph overlaying the original data with a 1 minute moving average. +\end{work} + +\ex{Data Selection} + +You used the \cmd{DEF:} function to pull in data from an rrd file for graphing. The command supports several named parameters to better +control the data that is read and to massage it to fit your needs. + +\begin{work} +Draw a chart where you overlay the current data with data from a previous interval for comparison. +\end{work} + +and while you are at it. + +\begin{work} +Instruct DEF to resample your input data at a lower resolution than the original data, to cause a staircase effect. +\end{work} + +\newpage +\section{Advanced Exercises} +\ex{Alter RRD Parameters} +Some parameters of an existing RRD can be changed quite easily using +the update command. + +\begin{work} +Use the update command to change the name of the two data sources in +your RRD. Use dump to very that the changes were successful. +\end{work} + +\ex{Web Charting} + +With browsers improving their abilities, rrdtools native charting abilities +are not so important anymore. One might wish to draw his charts in the +browser, using the \href{http://d3js.org/}{D3.js} library for example. + +\begin{work} +Use the \cmd{xport} function to extract chart data from an rrd file and create a chart using the d3 library. +\end{work} + +\ex{Examine an RRD} + +If you are writing a frontend to RRDtool it might be necessary to +find out about the configuration of an existing rrd file. The rrdinfo +function helps you with this. + +\begin{work} + Use \texttt{info command} to fetch config data from an existing rrd + and convert it into command line which you could supply to rrdtool + create. +\end{work} + + +\end{document} + + + + -- 2.30.2