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I'm not sure if I understand your answer. To quote from the article again:

During our tests, we saw that SQL databases weren’t a good fit due to the fact that our data where unstructured and we needed a lot of complex “joins” (and many indexes).

I guess that you say it's unstructured because the most important parts of bug reports are stack traces and debug messages? My naive assumption is that stack traces can be stored in a relational way, and it seems that you do:

For us, relations might seem to resemble these of an RDBMS at first sight, but we work with them in a different way.

From 'unstructured', 'complex "joins"' and 'work in a different way' I infer that you do a lot of string processing on the fly, and the real problem was about precomputing everything vs. staying flexible?



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