Splunk is a great tool but expensive. I like splunk's aggregation feature very much. If it is server logs, it can aggregate and tell me how many http 500 errors I have, how many requests resulted in 404 etc. It can tell me top IP addresses where I am getting requests from, etc.
I want to take a CSV file and provide same functionality. Eg. Give user information on how many times each field occurs. For example, if it is a CSV file with cities, countries, continents, I want to aggregate and tell how many cities are in each country and how many countries are in each continent.
Is there an open source version of splunk I can modify? I tried logstash but it is not straight forward to work with. It still needs me to define schema everytime.