Aggregate CSV data using a custom aggregation expression. The result of running
the command will be a single row of CSV containing the result of aggregating
the whole file.
You can, for instance, compute the sum of a column:
$ xan agg 'sum(retweet_count)' file.csv
You can use dynamic expressions to mangle the data before aggregating it:
$ xan agg 'sum(retweet_count + replies_count)' file.csv
You can perform multiple aggregations at once:
$ xan agg 'sum(retweet_count), mean(retweet_count), max(replies_count)' file.csv
You can rename the output columns using the 'as' syntax:
$ xan agg 'sum(n) as sum, max(replies_count) as "Max Replies"' file.csv
For a quick review of the capabilities of the script language, use
the --cheatsheet flag.
For a list of available aggregation functions, use the --aggs flag.
If you want to list available functions, use the --functions flag.
Usage:
xan agg [options] <expression> [<input>]
xan agg --help
xan agg --cheatsheet
xan agg --aggs
xan agg --functions
agg options:
-E, --errors <policy> What to do with evaluation errors. One of:
- "panic": exit on first error
- "ignore": ignore row altogether
- "log": print error to stderr
[default: panic].
-p, --parallel Whether to use parallelization to speed up computations.
Will automatically select a suitable number of threads to use
based on your number of cores.
-c, --chunk-size <size> Number of rows in a batch to send to a thread at once when
using -p, --parallel.
[default: 4096]
Common options:
-h, --help Display this message
-o, --output <file> Write output to <file> instead of stdout.
-n, --no-headers When set, the first row will not be evaled
as headers.
-d, --delimiter <arg> The field delimiter for reading CSV data.
Must be a single character.