sebastiano.tronto.net

Source files and build scripts for my personal website
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commit 34587f1c10d5fe0fe32b52f5032665ae8ce87d1a
parent a5d66cb6da3f6ab3b79898769b4d118c8b9e498b
Author: Sebastiano Tronto <sebastiano@tronto.net>
Date:   Fri, 16 Jun 2023 15:54:30 +0200

Added blog post

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Asrc/blog/2023-06-16-regex/regex.md | 201+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Msrc/blog/blog.md | 1+
Msrc/blog/feed.xml | 7+++++++
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diff --git a/src/blog/2023-06-16-regex/regex.md b/src/blog/2023-06-16-regex/regex.md @@ -0,0 +1,201 @@ +# UNIX text filters, part 0 of 3: regular expressions + +One of the most important features of UNIX and its descendants, if +not *the* most important feature, is input / output redirection: +the output of a command can be displayed to the user, written to a +file or used as the input for another command seamlessly, without +the the program knowing which of these things is happening. This +is possible because most UNIX programs use *plain text* as their +input/output language, which is understood equally well by the three +types of users - humans, files and other running programs. + +Since this is such a fundamental feature of UNIX, I thought it would +be nice to go through some of the standard tools that help the user +take advantage of it. At first I thought of doing this as part of +my *man page reading club* series, but in the end I decided to give +them their own space. My other series has also been going on for +more than a year now, so it is a good time to end it and start a +new one. + +Let me then introduce you to: **UNIX text filters**. + +## Text filters + +For the purpose of this blog series, a *text filter* is a program +that reads plain text from standard input and writes a modified, +or *filtered* version of the same text to standard output. According +to the introductory paragraph, this definition includes most UNIX +programs; but we are going to focus on the following three, in +increasing order of complexity: + +* grep +* sed +* awk + +In order to unleash the true power of these tools, we first need +to grasp the basics of +[regular expressions](https://en.wikipedia.org/wiki/Regular_expression). +And what better way to do it than following the dedicated +[OpenBSD manual page](https://man.openbsd.org/OpenBSD-7.3/re_format)? + +## (Extended) regular expressions + +Regular expressions, or regexes for short, are a convenient way to +describe text patterns. They are commonly used to solve genering +string matching problems, such as determining if a given piece +of text is a valid URL. Many standard UNIX tools, including the three +we are going to cover in this series, support regexes. + +Let's deal with the nasty part first: even within POSIX, there is +not one single standard for regular expressions; there are at least +two of them: Basic Regular Expressions (BREs) and Extended Regular +Expressions (ERE). As it always happens when there is more than one +standard for the same thing, other people decided to come up with +another version to replace all previous "standards", so we have also +[PCREs](https://en.wikipedia.org/wiki/Perl_Compatible_Regular_Expressions), +and probably more. [Things got out of hand quickly](https://xkcd.com/927). + +In this post I am going to follow the structure of +[re_format(7)](https://man.openbsd.org/OpenBSD-7.3/re_format) and +present *extended* regular expresssions first. After that I'll point +out the differences with *basic* regular expressions. + +The goal is not to provide a complete guide to regexes, but rather +an introduction to the most important features, glossing over the +nasty edge-cases. Keep also in mind that I am in no way an expert +on the subject: we are learning together, here! + +### The basics + +You can think of a regular expression as a *pattern*, or a *rule*, +that describes which strings are "valid" (they are *matched* by the +regular expression) and which are not. As a trivial example, the +regular expression `hello` matches only the string "hello". A less +trivial example is the regex `.*` that matches *any* string. I'll +explain why in a second. + +Beware not to confuse regular expressions with *shell globs*, i.e. +the rules for shell command expansion. Although they use similar +symbols to achieve a similar goal, they are not the same thing. See +[my post on sh(1)](../2022-09-13-sh-1) or +[glob(7)](https://man.openbsd.org/OpenBSD-7.3/glob.7) for an +explanation on shell globs. + +### General structure and terminology + +A general regex looks something like this: + +``` +piece piece piece ... | piece piece piece ... | ... +``` + +A sequence of *pieces* is called a *branch*, and a regex is a +sequence of branches separated by pipes `|`. Pieces are not separated +by spaces, they are simply concatenated. + +The pipes `|` are read "or": a regex matches a given string if any +of its branches does. A branch matches a given string if the latter +can be written as a sequence of strings, each matching one of the +pieces, in the given order. + +Before going into what pieces are exactly, consider the following +example: + +``` +hello|world +``` + +This regex matches both the string "hello" and the string "world", +and nothing else. The pieces are the single letters composing the +two words, and as you can see they are juxtaposed without spaces. + +But what else is a valid piece? In general, a piece is made up of +an *atom*, optionally followed by a *multiplier*. + +### Atoms + +As we have already seen, the most simple kind of atom is a single +character. The most *general* kind of atom, on the other hand, is +a whole regular expression enclosed in parentheses `()`. Yes, regexes +are recursive. + +There are some special characters: for example, a single dot `.` +matches *any* single character. The characters `^` and `$` match +an empty string at the beginning and at the end of a line, respectively. +If you want to match a special character as if it was regular, say +because you want to match strings that represent values in the +dollar currency, you can *escape* them with a backslash. For example +`\$` matches the string "$". + +The last kind of atoms are *bracket expressions*, which consist of +lists of characters enclosed in brackets `[]`. A simple list of +characters in brackets, like `[xyz]`, matches any character in the +list, unless the first character is a `^`, in which case it matches +every character *not* in the list. Two characters separated by a +dash `-` denote a range: for example `[a-z]` matches every lowercase +letter and `[1-7]` matches all digits from 1 to 7. + +You can also use cetain special sets of characters, like `[:lower:]` +to match every lowercase letter (same as `[a-z]`), `[:alnum:]` to +match every alphanumeric character or `[:digit:]` to match every +decimal digit. Check the +[man page](https://man.openbsd.org/OpenBSD-7.3/re_format) +for the full list. + +### Multipliers + +The term "multiplier" does not appear anywhere in the manual page, I +made it up. But I think it fits, so I'll keep using it. + +Multipliers allow you to match an atom repeating a specified or +unspecified amount of times. The most general one is the *bound* +multiplier, which consists of one or two comma-separated numbers +enclosed in braces `{}`. + +In its most simple form, the multiplier `{n}` repeats the multiplied +atom `n` times. For example, the regex `a{7}` is equivalent to the +regex `aaaaaaa` (and it matches the string "aaaaaaa"). + +The form `{n,m}` matches *any number* between `n` and `m` of copies +of the preceeding atom. For example `a{2,4}` is equivalent to +`aa|aaa|aaaa`. If the integer `m` is not specified, the multiplied +atom matches any string that consists of *at least* `n` copies of +the atom. + +Now we can explain very quickly the more common multipliers `+`, +`*` and `?`: they are equivalent to `{1,}`, `{0,}` and `{0,1}` +respectively. That is to say, `+` matches at least one copy of the +atom, `*` matches any number of copies (including none) and `?` +matches either one copy or none. + +## Basic regular expressions + +Basic regular expressions are less powerful than their extended +counterpart (with one exception, see below) and require more +backslashes, but it is worth knowing them, because they are used +by default in some programs (for example [ed(1)](../2022-12-24-ed)). +The main differences between EREs and BREs are: + +* BREs consist of one single branch, i.e. there is no `|`. +* Multipliers `+` and `?` do not exist. +* You need to escape parentheses `\(\)` and braces `\{\}` to + use them with their special meaning. + +There is one feature of BREs, called *back-reference*, that is +absent in EREs. Apparently it makes the implementation much more +complex, and it makes BREs more powerful. I noticed the author of +the manual page despises back-references, so I am not going to learn +them out of respect for them. + +## Conclusion + +Regexes are a powerful tool, and they are more than worth knowing. +But, quoting from the manual page: + +``` + Having two kinds of REs is a botch. +``` + +I hope you enjoyed this post, despite the lack of practical examples. +If you want to see more applications of regular expressions, stay +tuned for the next entries on grep, sed and awk! diff --git a/src/blog/blog.md b/src/blog/blog.md @@ -5,6 +5,7 @@ ## 2023 +* 2023-06-16 [UNIX text filters, part 0 of 3: regular expressions](2023-06-16-regex) * 2023-05-05 [I had to debug C code on a smartphone](2023-05-05-debug-smartphone) * 2023-04-10 [The big rewrite](2023-04-10-the-big-rewrite) * 2023-03-30 [The man page reading club: dc(1)](2023-03-30-dc) diff --git a/src/blog/feed.xml b/src/blog/feed.xml @@ -9,6 +9,13 @@ Thoughts about software, computers and whatever I feel like sharing </description> <item> +<title>UNIX text filters, part 0 of 3: regular expressions</title> +<link>https://sebastiano.tronto.net/blog/2023-06-16-regex</link> +<description>UNIX text filters, part 0 of 3: regular expressions</description> +<pubDate>2023-06-16</pubDate> +</item> + +<item> <title>I had to debug C code on a smartphone</title> <link>https://sebastiano.tronto.net/blog/2023-05-05-debug-smartphone</link> <description>I had to debug C code on a smartphone</description>