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add a regexp crate to the Rust distribution #42
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- Start Date: 2014-04-12 | ||
- RFC PR #: (leave this empty) | ||
- Rust Issue #: (leave this empty) | ||
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# Summary | ||
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Add a `regexp` crate to the Rust distribution in addition to a small | ||
`regexp_re` crate that provides a syntax extension for compiling regular | ||
expressions during the compilation of a Rust program. | ||
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The implementation that supports this RFC is ready to receive | ||
feedback: https://github.com/BurntSushi/regexp | ||
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Documentation for the crate can be seen here: | ||
http://burntsushi.net/rustdoc/regexp/index.html | ||
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regex-dna benchmark (vs. Go, Python): | ||
https://github.com/BurntSushi/regexp/tree/master/benchmark/regex-dna | ||
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Other benchmarks (vs. Go): | ||
https://github.com/BurntSushi/regexp/tree/master/benchmark | ||
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(Perhaps the links should be removed if the RFC is accepted, since I can't | ||
guarantee they will always exist.) | ||
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# Motivation | ||
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Regular expressions provide a succinct method of matching patterns against | ||
search text and are frequently used. For example, many programming languages | ||
include some kind of support for regular expressions in its standard library. | ||
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The outcome of this RFC is to include a regular expression library in the Rust | ||
distribution. | ||
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# Detailed design | ||
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(Note: This is describing an existing design that has been implemented. I have | ||
no idea how much of this is appropriate for an RFC.) | ||
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The first choice that most regular expression libraries make is whether or not | ||
to include backreferences in the supported syntax, as this heavily influences | ||
the implementation and the performance characteristics of matching text. | ||
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In this RFC, I am proposing a library that closely models Russ Cox's RE2 | ||
(either its C++ or Go variants). This means that features like backreferences | ||
or generalized zero-width assertions are not supported. In return, we get | ||
`O(mn)` worst case performance (with `m` being the size of the search text and | ||
`n` being the number of instructions in the compiled expression). | ||
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My implementation currently simulates an NFA using something resembling the | ||
Pike VM. Future work could possibly include adding a DFA. (N.B. RE2/C++ | ||
includes both an NFA and a DFA, but RE2/Go only implements an NFA.) | ||
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The primary reason why I chose RE2 was that it seemed to be a popular choice in | ||
issue [#3591](https://github.com/mozilla/rust/issues/3591), and its worst case | ||
performance characteristics seemed appealing. I was also drawn to the limited | ||
set of syntax supported by RE2 in comparison to other regexp flavors. | ||
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With that out of the way, there are other things that inform the design of a | ||
regexp library. | ||
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## Unicode | ||
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Given the already existing support for Unicode in Rust, this is a no-brainer. | ||
Unicode literals should be allowed in expressions and Unicode character classes | ||
should be included (e.g., general categories and scripts). | ||
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Case folding is also important for case insensitive matching. Currently, this | ||
is implemented by converting characters to their uppercase forms and then | ||
comparing them. Future work includes applying at least a simple fold, since | ||
folding one Unicode character can produce multiple characters. | ||
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Normalization is another thing to consider, but like most other regexp | ||
libraries, the one I'm proposing here does not do any normalization. (It seems | ||
the recommended practice is to do normalization before matching if it's | ||
needed.) | ||
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A nice implementation strategy to support Unicode is to implement a VM that | ||
matches characters instead of bytes. Indeed, my implementation does this. | ||
However, the public API of a regular expression library should expose *byte | ||
indices* corresponding to match locations (which ought to be guaranteed to be | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. (The APIs in There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Nice catch! Fixed. |
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UTF8 codepoint boundaries by construction of the VM). My reason for this is | ||
that byte indices result in a lower cost abstraction. If character indices are | ||
desired, then a mapping can be maintained by the client at their discretion. | ||
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## Word boundaries, word characters and Unicode | ||
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The `\w` character class and the zero-width word boundary assertion `\b` are | ||
defined in terms of the ASCII character set. I'm not aware of any | ||
implementation that defines these in terms of proper Unicode character classes. | ||
Do we want to be the first? | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more.
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Ah! I actually think D also does it. I'd say that's probably enough precedent to go with Unicode. (For word boundaries too, I think.) |
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## Leftmost-first | ||
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As of now, my implementation finds the leftmost-first match. This is consistent | ||
with PCRE style regular expressions. | ||
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I've pretty much ignored POSIX, but I think it's very possible to add | ||
leftmost-longest semantics to the existing VM. (RE2 supports this as a | ||
parameter, but I believe still does not fully comply with POSIX with respect to | ||
picking the correct submatches.) | ||
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## Public API | ||
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There are three main questions that can be asked when searching text: | ||
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1. Does the string match this expression? | ||
2. If so, where? | ||
3. Where are its submatches? | ||
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In principle, an API could provide a function to only answer (3). The answers | ||
to (1) and (2) would immediately follow. However, keeping track of submatches | ||
is expensive, so it is useful to implement an optimization that doesn't keep | ||
track of them if it doesn't have to. For example, submatches do not need to be | ||
tracked to answer questions (1) and (2). | ||
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The rabbit hole continues: answering (1) can be more efficient than answering | ||
(2) because you don't have to keep track of *any* capture groups ((2) requires | ||
tracking the position of the full match). More importantly, (1) enables early | ||
exit from the VM. As soon as a match is found, the VM can quit instead of | ||
continuing to search for greedy expressions. | ||
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Therefore, it's worth it to segregate these operations. The performance | ||
difference can get even bigger if a DFA were implemented (which can answer (1) | ||
and (2) quickly and even help with (3)). Moreover, most other regular | ||
expression libraries provide separate facilities for answering these questions | ||
separately. | ||
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Some libraries (like Python's `re` and RE2/C++) distinguish between matching an | ||
expression against an entire string and matching an expression against part of | ||
the string. My implementation favors simplicity: matching the entirety of a | ||
string requires using the `^` and/or `$` anchors. In all cases, an implicit | ||
`.*?` is added the beginning and end of each expression evaluated. (Which is | ||
optimized out in the presence of anchors.) | ||
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Finally, most regexp libraries provide facilities for splitting and replacing | ||
text, usually making capture group names available with some sort of `$var` | ||
syntax. My implementation provides this too. (These are a perfect fit for | ||
Rust's iterators.) | ||
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This basically makes up the entirety of the public API, in addition to perhaps | ||
a `quote` function that escapes a string so that it may be used as a literal in | ||
an expression. | ||
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## The `re!` macro | ||
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With syntax extensions, it's possible to write an `re!` macro that compiles an | ||
expression when a Rust program is compiled. In my case, it seemed simplest to | ||
compile it to *static* data. For example: | ||
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static re: Regexp = re!("a*"); | ||
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At first this seemed difficult to accommodate, but it turned out to be | ||
relatively easy with a type like this: | ||
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pub enum MaybeStatic<T> { | ||
Dynamic(Vec<T>), | ||
Static(&'static [T]), | ||
} | ||
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Another option is for the `re!` macro to produce a non-static value, but I | ||
found this difficult to do with zero-runtime cost. Either way, the ability to | ||
statically declare a regexp is pretty cool I think. | ||
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Note that the syntax extension is the reason for the `regexp_re` crate. It's | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. We probably should have a convention for crates and their syntax extension pairs, e.g. for a crate There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I like There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I've used There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. In the future all that will be necessary is Essentially, I wouldn't worry too much about the name. There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. OK. I changed the name for now to |
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very small and contains the macro registration function. I'm not sure how this | ||
fits into the Rust distribution, but my vote is to document the `re!` macro in | ||
the `regexp` crate and hide the `regexp_re` crate from public documentation. | ||
(Or link it to the `regexp` crate.) | ||
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## Untrusted input | ||
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Given worst case `O(mn)` time complexity, I don't think it's worth worrying | ||
about unsafe search text. | ||
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Untrusted regular expressions are another matter. For example, it's very easy | ||
to exhaust a system's resources with nested counted repetitions. For example, | ||
`((a{100}){100}){100}` tries to create `100^3` instructions. My current | ||
implementation does nothing to mitigate against this, but I think a simple hard | ||
limit on the number of instructions allowed would work fine. (Should it be | ||
configurable?) | ||
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## Summary | ||
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My implementation is pretty much a port of most of RE2. The syntax should be | ||
identical or almost identical. I think matching an existing (and popular) | ||
library has benefits, since it will make it easier for people to pick it up and | ||
start using it. There will also be (hopefully) fewer surprises. There is also | ||
plenty of room for performance improvement by implementing a DFA. | ||
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# Alternatives | ||
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I think the single biggest alternative is to provide a backtracking | ||
implementation that supports backreferences and generalized zero-width | ||
assertions. I don't think my implementation precludes this possibility. For | ||
example, a backtracking approach could be implemented and used only when | ||
features like backreferences are invoked in the expression. However, this gives | ||
up the blanket guarantee of worst case `O(mn)` time. I don't think I have the | ||
wisdom required to voice a strong opinion on whether this is a worthwhile | ||
endeavor. | ||
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Another alternative is using a binding to an existing regexp library. I think | ||
this was discussed in issue | ||
[#3591](https://github.com/mozilla/rust/issues/3591) and it seems like people | ||
favor a native Rust implementation if it's to be included in the Rust | ||
distribution. (Does the `re!` macro require it? If so, that's a huge | ||
advantage.) | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Another small downside of binding to an existing library is that it's not necessarily as portable as rust code. Libraries written in rust are maximally portable because they'll go wherever rust goes. There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Ah, right. Fixed. |
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Finally, it is always possible to persist without a regexp library. | ||
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# Unresolved questions | ||
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Firstly, I'm not entirely clear on how the `regexp_re` crate will be handled. | ||
I gave a suggestion above, but I'm not sure if it's a good one. Is there any | ||
precedent? | ||
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Secondly, the public API design is fairly simple and straight-forward with no | ||
surprises. I think most of the unresolved stuff is how the backend is | ||
implemented, which should be changeable without changing the public API (sans | ||
adding features to the syntax). | ||
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I can't remember where I read it, but someone had mentioned defining a *trait* | ||
that declared the API of a regexp engine. That way, anyone could write their | ||
own backend and use the `regexp` interface. My initial thoughts are | ||
YAGNI---since requiring different backends seems like a super specialized | ||
case---but I'm just hazarding a guess here. (If we go this route, then we'd | ||
probably also have to expose the regexp parser and AST and possibly the | ||
compiler and instruction set to make writing your own backend easier. That | ||
sounds restrictive with respect to making performance improvements in the | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. We could expose it as an |
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future.) | ||
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I personally think there's great value in keeping the standard regexp | ||
implementation small, simple and fast. People who have more specialized needs | ||
can always pick one of the existing C or C++ libraries. | ||
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Could you cc the issue in the rust repository here as well?
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OK, I added a reference to the issue. (Please let me know if that wasn't what you meant by cc.)