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A high performance data logging and graphing system for time series data.
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rrd4j/rrd4j
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RRD4J is a high performance data logging and graphing system for time series data, implementingRRDTool'sfunctionality in Java. It follows much of the same logic and uses the same data sources, archive types and definitions as RRDTool does.
RRD4J supports all standard operations on Round Robin Database (RRD) files:CREATE,UPDATE,FETCH,LAST,DUMP,EXPORT andGRAPH.RRD4J's API is made for those who are familiar withRRDTool's concepts and logic, but prefer towork with pure Java (no native functions or libraries, no Runtime.exec(), RRDTool does not have to be present). We help out ourusershere.
RRD4J 3.9 (released 2023-08-14) -Download -Changelog
RRD4J is built using Maven. The generated site is availablehere. Automated builds are uploadedtoSonatype's repository.
Tests needs a running mongo instance to succeds. It could be started with:
docker run --rm -p 27017:27017 mongo:latestAdd this dependency to your project's POM file:
<dependency> <groupId>org.rrd4j</groupId> <artifactId>rrd4j</artifactId> <version>3.9</version></dependency>
- Portable files, RRDTool files are not
- Simple API
- Supports the same data source types as RRDTool (
COUNTER,ABSOLUTE,DERIVE,GAUGE) - Supports the same consolidation functions as RRDTool (
AVERAGE,MIN,MAX,LAST) and addsTOTAL,FIRST - Supports almost all RRDTool RPN functions (wiki/seeRPNFuncs)
- Multiple backends, e.g. use MongoDB as data store
importjava.awt.Color;importorg.rrd4j.core.*;importorg.rrd4j.graph.*;importstaticorg.rrd4j.ConsolFun.*;StringrrdPath ="my.rrd";// first, define the RRDRrdDefrrdDef =newRrdDef(rrdPath,300);rrdDef.addArchive(AVERAGE,0.5,1,600);// 1 step, 600 rowsrrdDef.addArchive(AVERAGE,0.5,6,700);// 6 steps, 700 rowsrrdDef.addArchive(MAX,0.5,1,600);// then, create a RrdDb from the definition and start adding datatry (RrdDbrrdDb =RrdDb.getBuilder().setRrdDef(rrdDef).build()) {Samplesample =rrdDb.createSample();while (...) {doubleinbytes = ...doubleoutbytes = ...sample.setValue("inbytes",inbytes);sample.setValue("outbytes",outbytes);sample.update(); }}// then create a graph definitionRrdGraphDefgDef =newRrdGraphDef();gDef.setWidth(500);gDef.setHeight(300);gDef.setFilename("inbytes.png");gDef.setTitle("My Title");gDef.setVerticalLabel("bytes");gDef.datasource("inbytes-average",rrdPath,"inbytes",AVERAGE);gDef.line("inbytes-average",Color.BLUE,"Bytes In");gDef.hrule(2568,Color.GREEN,"hrule");gDef.setImageFormat("png");// then actually draw the graphRrdGraphgraph =newRrdGraph(gDef);// will create the graph in the path specified
Go through the source ofDemo for more examples. The packageorg.rrd4j.demo contains other demo code.
Next to memory and file storage, RRD4J supports the following backends (using byte array storage):
- MongoDB - a scalable, high-performance, open source, document-oriented database.
- Oracle Berkeley DB Java Edition - an open source, embeddable database providing developers with fast, reliable, local persistence with zero administration.
Thanks to therrd4clj project Clojure now has a RRD API (using RRD4J). Check out theirexamples.
If you are interested in contributing to RRD4J, start by posting pull requests to issues that are important to you. Subscribe to thediscussiongroup and introduce yourself.
If you can't contribute, please let us know about your RRD4J use case. Always good to hear your stories!
Graph Examples (from theJRDS project)
Licensed under theApache License, Version 2.0.
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A high performance data logging and graphing system for time series data.
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