Don’t Frown on CSVs
In Microsoft Azure (Azure) CSV and Avro can help you deal with unpredictable amounts of data.
CSV files are surprisingly compact. They compresses really well and allows us to work with datasets that do not fit in RAM. This low-tech solution is often overlooked and frowned upon by developers who don’t get the opportunity to work with very large datasets.
Root cause analysis scenarios have led me to comb through several days’ worth of logs. More often than not, this represents gigabytes worth of data. Exporting application logs to a CSV files, I was able to parse and analyze them with minimal resources.
With these two options available to us, why should we consider using the CSVs? Well, Avro is still fairly new and unsupported by most systems. CSVs can be imported into Databases, Azure Table Storage, Hadoop (HDInsight), ERPs… And a slew of other systems with minimal effort. Heck, you can even open CSV files in Microsoft Excel! Continue Reading…