Unit testing is a method by which the smallest testable part of an application is validated. Unit tests must follow the FIRST Rules; these are Fast, Isolated, Repeatable, Self-Validated and Timely. It is strange to think about a JEE application without persistence layer (typical Relational databases or new NoSQL databases) so should be interesting to write unit tests of persistence layer too. When
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This is the first in a series of posts on Cassandra data modeling, implementation, operations, and related practices that guide our Cassandra utilization at eBay. Some of these best practices weâve learned from public forums, many are new to us, and a few still are arguable and could benefit from further experience. September 2014 Update: Readers should note that this article describes data modeli
A couple of most notable NoSQL databases targeting large scalable systems are written in Java: Cassandra, HBase, BigCouch. Then thereâs also Hadoop. Plus a series of caching and data grid solutions like Terracotta, Gigaspaces. They are all facing the same challenge: tuning the JVM garbage collector for predictable latency and throughput. Jonathan Ellisâs slides presented at Fosdem 2012 are coverin
Tweet Last week, I discussed our experiences with configuring Cassandra. As some of the commenters pointed out, my conclusions about the garbage collection were not fully accurate. I did some more experiments with different kinds of GC settings, which I will discuss in this post. On the bottom line, it is not that hard to get Cassandra run in a stable manner, but you still need a lot more heap spa
by Adrian Cockcroft and Denis Sheahan Netflix has been rolling out the Apache Cassandra NoSQL data store for production use over the last six months. As part of our benchmarking we recently decided to run a test designed to validate our tooling and automation scalability as well as the performance characteristics of Cassandra. Adrian presented these results at the High Performance Transaction Syst
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What is it? Java Native Access is a library to provide access to native function calls on top of the JVM â from its website: JNA provides Java programs easy access to native shared libraries (DLLs on Windows) without writing anything but Java codeâno JNI or native code is required. This functionality is comparable to Windowsâ Platform/Invoke and Pythonâs ctypes. Access is dynamic at runtime withou
We are marching along in our integration of HBase with the Socorro Crash Stats project, but I wanted to take a minute away from that to talk about a separate project the Metrics team has also been involved with. Mozilla Labs Test Pilot is a project to experiment and analyze data from real world Firefox users to discover quantifiable ways to improve our user experience. I was very interested and e
Answer (1 of 3): While setting the a write consistency level of ALL with a read level of ONE in Cassandra provides a strong consistency model similar to what HBase provides (and in fact using quorum writes and reads would as well), the two operations are actually semantically different and lead t...
Update: I want to thank Ben Black, Todd Lipcon, and Kelley Reynolds for pointing out the inaccuracies in the original post. Iâve gone through the references they provided and made corrections. Facebook, the data giant of the internet, recently unveiled a new messaging system. To be fair, I would normally ignore feature roll outs and marketing flimflam, but Facebookâs announcement is worthy of atte
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