What are good NoSQL and non-relational database solutions for audit/logging database

Posted by Juha Syrjälä on Stack Overflow See other posts from Stack Overflow or by Juha Syrjälä
Published on 2010-05-05T14:59:16Z Indexed on 2010/05/06 11:28 UTC
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What would be suitable database for following? I am especially interested about your experiences with non-relational NoSQL systems. Are they any good for this kind of usage, which system you have used and would recommend, or should I go with normal relational database (DB2)?

I need to gather audit trail/logging type information from bunch of sources to a centralized server where I could generate reports efficiently and examine what is happening in the system.

Typically a audit/logging event would consist always of some mandatory fields, for example

  • globally unique id (some how generated by program that generated this event)
  • timestamp
  • event type (i.e. user logged in, error happened etc)
  • some information about source (server1, server2)

Additionally the event could contain 0-N key-value pairs, where value might be up to few kilobytes of text.

  • It must run on Linux server
  • It should work with high amount of data (100GB for example)
  • it should support some kind of efficient full text search
  • It should allow concurrent reading and writing
  • It should be flexible to add new event types and add/remove key-value pairs to new events. Flexible=no changes should be required to database schema, application generating the events can just add new event types/new fields as needed.
  • it should be efficient to make queries against database. For reporting and exploring what happened. For example:
    • How many events with type=X occurred in some time period.
    • Get all events where field A has value Y.
    • Get all events with type X and field A has value 1 and field B is not 2 and event occurred in last 24h

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