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One issue I keep running into with csv.py is that it's difficult to get started with a new/unfamiliar csv file. csv.py itself doesn't know what to do until you start specifying fields, but you can't start specifying fields until you know what fields there are. Add to this the fact that our csv files have so much info shoved in them that their "human readability" is mostly theoretical. The --list-fields flag provides a quick solution to this: $ ./scripts/csv.py --list-fields test.csv i int suite ? case ? SKIP_WARMUP int FILE_SIZE int SEED int ... csv.py doesn't have much info at this stage, but we can at least include the best-effort type guessing we use for field exprs.