Implementing Splunk 7(Third Edition)
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Working with fields

All the fields that we have used so far were either indexed fields (such as host, sourcetype, and _time) or fields that were automatically extracted from key=value pairs. Unfortunately, most logs don't follow this format, especially for the first few values in each event. New fields can be created either using inline commands or through configuration.