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Zip generator for comprehensions #65
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Author: Isabell Huang <isabell(at)erlang(dot)org> | ||
Status: Draft | ||
Type: Standard Track | ||
Created: 21-Sep-2024 | ||
Erlang-Version: 28 | ||
Post-History: | ||
Replaces: 19 | ||
**** | ||
EEP 73: Zip generator | ||
---- | ||
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Abstract | ||
======== | ||
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This EEP proposes the addition of zip generators with a syntax of `&&` for | ||
comprehensions in Erlang. The idea and syntax of zip generators (comprehension | ||
multigenerators) was first brought up by EEP-19. Even if the syntax and | ||
usages of zip generators proposed by this EEP is mostly the same with EEP-19, | ||
the comprehension language of Erlang has undergone many changes since EEP-19 | ||
was accepted. With an implementation that is compatible with all existing | ||
comprehensions, this EEP defines the behavior of zip generators with more | ||
clarification on the compiler's part. | ||
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Rationale | ||
========= | ||
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List comprehension is a way to create a new list from existing list(s). Lists | ||
are traversed in a dependent (nested) way. In the following example, the | ||
resulting list has length 4 when the two input lists both have length 2. | ||
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[{X,Y} || X <- [1,2], Y <- [3,4]] = [{1,3}, {1,4}, {2,3}, {2,4}]. | ||
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In contrast, parallel list comprehension (also known as zip comprehension) | ||
evaluates qualifiers (a generalization of lists) in parallel. Qualifiers are | ||
first "zipped" together, and then evaluated. Many functional languages | ||
([Haskell][2], [Racket][3], etc.) and non-functional languages (Python etc.) | ||
support this variation. Suppose the two lists in the example above are | ||
evaluated as a zip comprehension, the result would be `[{1,3}, {2,4}]`. | ||
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Zip comprehensions allow the user to conveniently iterate over several lists | ||
at once. Without it, the standard way to accomplish the same task in Erlang | ||
is to use `lists:zip` to zip two lists into two-tuples, or to use `lists:zip3` | ||
to zip three lists into three-tuples. The list module does not provide a | ||
function to zip more than three lists. Functions like `lists:zip` always | ||
create intermediate data structures when compiled. The compiler does not | ||
perform deforestation to eliminate the unwanted tuples. | ||
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Zip generators is a generalization of zip comprehensions. Every set of zipped | ||
generators is treated as one generator. Instead of constraining a comprehension | ||
to be either zipped or non-zipped, any generator can be either a zip generator | ||
(containing at least two generators zipped together), or a non-zip generator | ||
(all existing generators are non-zip generator). Therefore, zip generators | ||
can be mixed freely with all existing generators and filters. Zip comprehension | ||
then becomes a special case of comprehension where only zip generators are | ||
used. | ||
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Within the OTP codebase, there are many uses of `lists:zip` within comprehensions. | ||
All of them can be simplified by zip generators using `&&` syntax. For example, | ||
The `yecc.erl` in parsetools contains the following comprehension (external | ||
function calls and irrelevant fields redacted for readability): | ||
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PartDataL = [#part_data{name = Nm, eq_state = Eqs, actions = P, states = S} | ||
|| {{Nm,P}, {Nm,S}, {Nm,EqS}} <- | ||
lists:zip3(PartNameL, PartInStates, PartStates)]. | ||
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When using zip generators, the comprehension is rewritten to: | ||
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PartDataL = [#part_data{name = Nm, eq_state = Eqs, actions = P, states = S} | ||
|| {Nm,P} <- PartNameL && {Nm,S} <- PartInStates && {Nm,EqS} <- PartStates]. | ||
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By using zip generators, the compiler avoids the need to build the intermediate | ||
list of tuples. Variable bindings and pattern matching within a zip generator | ||
works as expected, as `Nm` is supposed to bind to the same value in `{Nm,P}` | ||
and `{Nm,S}`. If the binding fails, then one element from each of the 3 | ||
generators is skipped. (If a strict generator is used, then the comprehension | ||
fails with exception `badmatch`, as specified in EEP-70.) | ||
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In summary, zip generators remove the user's need to call the zip function | ||
within comprehensions and allows for any number of lists to be zipped at once. | ||
It can be used in list, binary, and map comprehensions, and mixed freely with | ||
all existing generators and filters. Internally, the compiler does not create | ||
any intermediate data structure, therefore also removing the need of | ||
deforestation. | ||
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Specification | ||
======================== | ||
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Currently, Erlang supports three kinds of comprehensions, list comprehension, | ||
binary comprehension, and map comprehension. Their names refer to the result | ||
of the comprehension. List comprehension produces a list; binary comprehension | ||
produces a binary, etc. | ||
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[Expression || Qualifier(s)] %% List Comprehension | ||
<<Expression || Qualifier(s)>> %% Binary Comprehension | ||
#{Expression || Qualifier(s)} %% Map Comprehension | ||
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Qualifiers can have the following kind: filter, list generator, bitstring | ||
generator, and map generator. Except for filters, the other three kinds of | ||
qualifiers are generators. Their names refer to the type on the right hand | ||
side of `<-` or `<=`. Generators have the following form: | ||
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Pattern <- List %% List Generator | ||
Pattern <= Bitstring %% Bitstring Generator | ||
Pattern_1 := Pattern_2 <- Map %% Map Generator | ||
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All qualifiers and filters can be freely used and mixed in all 3 kinds of | ||
comprehensions. The following example shows a list comprehension with a | ||
list generator and a bitstring generator. | ||
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[{X,Y} || X <- [1,2,3], <<Y>> <= <<4,5,6>>]. | ||
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This EEP proposes the addition of zip generators. A zip generator is two or | ||
more generators connected by `&&`. Zip generators is constructed to connect | ||
any number of the 3 kinds of generators above. Zip generators can be used | ||
in list, binary, or map comprehensions in the same way. | ||
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For example, if the two generators in the above example is combined together | ||
as a zip generator, the comprehension would look like: | ||
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[{X,Y} || X <- [1,2,3] && <<Y>> <= <<4,5,6>>]. | ||
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For every zip generator of the form | ||
`G1 && ... && Gn`, it is evaluated to have the same result as `zip/n` where | ||
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zip([H1|T1], ..., [Hn|Tn]) -> | ||
[{H1,...,Hn} | zip(T1, ..., Tn)]; | ||
zip([], ..., []) -> | ||
[]. | ||
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Therefore, the above comprehension evaluates to `[{1,4}, {2,5}, {3,6}]`, which | ||
is the same as if using `lists:zip/2`. | ||
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Zip generator can also be used when a comprehension contains other non-zip | ||
generators and/or filters. The `&&` symbol has a higher precedence than `,`. | ||
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The following example evaluates to `[{b,4}, {c,6}]`. The element `{a,2}` is | ||
filtered out from the resulting list. | ||
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[{X, Y} || X <- [a, b, c] && <<Y>> <= <<2, 4, 6>>, Y =/= 2]. | ||
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Comparing to using helper functions, there is one advantage of using a zip | ||
generator: The Erlang compiler does not generate any tuple when a zip | ||
generator is translated into core Erlang. The generated code reflects the | ||
programmer's intent, which is to collect one element from every list at a | ||
time without creating a list of tuples. | ||
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Error Behaviors | ||
================ | ||
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One would expect that when errors happen, a zip generator behaves the same | ||
as `lists:zip/2`, `lists:zip3/3`, and also the `zip/n` function above when | ||
more than 3 lists are zipped together. The design and implementation of | ||
zip generators aim to achieve that both for compiled code and for comprehensions | ||
evaluated in Erlang shell. | ||
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Generators of Different Lengths | ||
-------------- | ||
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`lists:zip/2` and `lists:zip3/3` will fail if the given lists are not of the | ||
same length, where `zip/n` will also crash. Therefore, a zip generator raises a | ||
`bad generators` error when it discovers that the given generators are of | ||
different lengths. | ||
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When a zip generator crashes because the containing generators are of | ||
different lengths, the internal error message is a tuple, where the first | ||
element is the atom `bad_generators`, and the second element is a tuple that | ||
contains the remaining data from all generators. The user-facing error message | ||
is `bad generators:`, followed by the tuple containing remaining data from | ||
all generators. | ||
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For example, this comprehension will crash at runtime. | ||
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[{X,Y} || X <- [1,2,3] && Y <- [1,2,3,4]]. | ||
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The resulting error tuple is `{bad_generators,{[],[4]}}`. This is because | ||
when the comprehension crashes, the first list in the zip generator has | ||
only the empty list `[]` left, while the second list in the zip generator | ||
has `[4]` left. | ||
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On the compiler's side, it is rather difficult to return the original zip | ||
generator in the error message, or to point out which generator is of | ||
different length comparing to others. The proposed error message aims to | ||
gives the most helpful information without imposing extra burden on the | ||
compiler or runtime. | ||
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Non-generator in a Zip Generator | ||
----------------- | ||
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As the idea of zipping only makes sense for generators, a zip generator cannot | ||
contain filters or any expression that is not a generator. Whenever it is | ||
possible to catch such an error at compile-time, this error is caught by | ||
the Erlang linter. | ||
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For example, the zip generator in the following comprehension contains a | ||
filter. | ||
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zip() -> [{X,Y} || X <- [1,2,3] && Y <- [1,2,3] && X > 0]. | ||
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When the function is compiled, the linter points out that only generators are | ||
allowed in a zip generator, together with the position of the non-generator. | ||
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t.erl:6:55: only generators are allowed in a zip generator. | ||
% 6| zip() -> [{X,Y} || X <- [1,2,3] && Y <- [1,2,3] && X > 0]. | ||
% | ^ | ||
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Backwards Compatibility | ||
======================== | ||
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The operator `&&` is not used in Erlang. No existing code is affected by | ||
this addition. | ||
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Reference Implementation | ||
======================== | ||
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[compiler: Add zip generators for comprehensions][1] contains the implementation | ||
for zip generators. | ||
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[1]: https://github.com/erlang/otp/pull/8926 | ||
[2]: https://downloads.haskell.org/~ghc/5.00/docs/set/parallel-list-comprehensions.html | ||
[3]: https://docs.racket-lang.org/reference/for.html | ||
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Copyright | ||
========= | ||
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This document is placed in the public domain or under the CC0-1.0-Universal | ||
license, whichever is more permissive. | ||
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[EmacsVar]: <> "Local Variables:" | ||
[EmacsVar]: <> "mode: indented-text" | ||
[EmacsVar]: <> "indent-tabs-mode: nil" | ||
[EmacsVar]: <> "sentence-end-double-space: t" | ||
[EmacsVar]: <> "fill-column: 70" | ||
[EmacsVar]: <> "coding: utf-8" | ||
[EmacsVar]: <> "End:" | ||
[VimVar]: <> " vim: set fileencoding=utf-8 expandtab shiftwidth=4 softtabstop=4: " |
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are combined