Is there a good library to create and update diagrams in Java, for instance pie chart, bar diagramm, etc. or can I start to draw them myself with Java2D?
JFreeChart is a great choice. I can recommend it highly.
If you want to produce graphs (eg visualize numerical data, etc), like duffymo said, JFreeChart is possibly the best option.
On the other hand, if you want to create diagrams (ranging from flowcharts to UML) I would then recommend jGraph (open source), or even more powerful (but closed source): yFiles
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