Miller 3.4.0 发布 CSV 和 JSON 处理工具

Miller 3.4.0 发布了，Miller 是一个类似 sed、awk、cut、join 和 sort 工具，用来处理基于命名索引的数据，注入 CSV 和表格化的 JSON。

使用示例：

% mlr --csv cut -f hostname,uptime mydata.csv
% mlr --csv --rs lf filter '$status != "down" && $upsec >= 10000' *.csv
% mlr --nidx put '$sum = $7 < 0.0 ? 3.5 : $7 + 2.1*$8' *.dat
% grep -v '^#' /etc/group | mlr --ifs : --nidx --opprint label group,pass,gid,member then sort -f group
% mlr join -j account_id -f accounts.dat then group-by account_name balances.dat
% mlr put '$attr = sub($attr, "([0-9]+)_([0-9]+)_.*", "\1:\2")' data/*.json
% mlr stats1 -a min,mean,max,p10,p50,p90 -f flag,u,v data/*
% mlr stats2 -a linreg-pca -f u,v -g shape data/

新版本改进内容：

Primary features:

JSON is now a supported format for input and output. Miller handles tabular data, and JSON supports arbitrarily deeply nested data structures, so if you want general JSON processing you should use jq. But if you have tabular data represented in JSON then Miller can now handle that for you. Please see
the reference page and the FAQ.
Reshape is a standard data-processing idiom, now available in Miller:http://johnkerl.org/miller/doc/reference.html#reshape
Incidentally (not part of this release, but new since the last release) Miller is now available inFreeBSD‘s package manager: https://www.freshports.org/textproc/miller/. A full list of distributions containing Miller may be found here.
Miller is not yet available from within Fedora/CentOS, but as a step toward this goal, anSRPM is included in this release (see file-list below).

DSL enhancements for mlr put and mlr filter:

Regex captures \0 through \9:http://johnkerl.org/miller/doc/reference.html#Regex_captures
Ternary operator in expression right-hand sides: e.g. mlr put '$y = $x < 0.5 ? 0 : 1'
Boolean literals true and false
Final semicolon is now allowed: e.g. mlr put '$x=1;$y=2;'
Environment variables are now accessible, where environment-variable names may be string literals or arbitrary expressions: mlr put '$home = ENV["HOME"]' ormlr put '$value = ENV[$name]'.
While records are still string-to-string maps for input and output, and between thenstatements, types are preserved between multiple statements within a put. Example:mlr put '$y = string($x); $z = $y . $y' works as expected, without requringmlr put '$y = string($x); $z = string($y) . string($y)' as before.

Bug fixes:

Mixed-format join, e.g. CSV file joined with DKVP file, was incorrectly computing default separators (IRS, IFS, IPS). This resulted in records not being joined together.
Segmentation violation on non-standard-input read of files with size an exact multiple of page size and not ending in IRS, e.g. newline. (This is less of a corner case than it sounds: for example, leave a long-running program running with output redirected to a file, then in a sleep-and-process loop, have Miller process that file. The former program’s stdio library will likely be doing block-sized buffered I/O, where block sizes will often be multiples of system page size and the block will almost surely not ending a newline.)

下载地址：https://github.com/johnkerl/miller/releases/tag/v3.4.0