From 57368fbc58f4e3aa23814819f635891a0926b4d6 Mon Sep 17 00:00:00 2001 From: Alan Jeffrey <403333+asajeffrey@users.noreply.github.com> Date: Fri, 21 Jul 2023 13:05:26 -0700 Subject: [PATCH] HATRA 23 paper (#979) A one-page "progress report" paper. --- papers/hatra23/bibliography.bib | 69 +++++++++++++++++++ papers/hatra23/cc-by.png | Bin 0 -> 12588 bytes papers/hatra23/hatra23.pdf | Bin 0 -> 399315 bytes papers/hatra23/hatra23.tex | 118 ++++++++++++++++++++++++++++++++ 4 files changed, 187 insertions(+) create mode 100644 papers/hatra23/bibliography.bib create mode 100644 papers/hatra23/cc-by.png create mode 100644 papers/hatra23/hatra23.pdf create mode 100644 papers/hatra23/hatra23.tex diff --git a/papers/hatra23/bibliography.bib b/papers/hatra23/bibliography.bib new file mode 100644 index 00000000..067bf967 --- /dev/null +++ b/papers/hatra23/bibliography.bib @@ -0,0 +1,69 @@ +@InProceedings{BFJ21:GoalsLuau, + author = {L. Brown and A. Friesen and A. S. A. Jeffrey}, + title = {Goals of the Luau Type System}, + booktitle = {Proc. Human Aspects of Types and Reasoning Assistants}, + year = {2021}, + url = {https://asaj.org/papers/hatra21.pdf}, +} + +@Misc{Roblox, + author = {Roblox}, + title = {Reimagining the way people come together}, + year = 2023, + url = {https://corp.roblox.com}, +} + +@Misc{Luau, + author = {Roblox}, + title = {The {Luau} Programming Language}, + year = 2023, + url = {https://luau-lang.org}, +} + +@Misc{Lua, + author = {Lua.org and {PUC}-Rio}, + title = {The {Lua} Programming Language}, + year = 2023, + url = {https://lua.org}, +} + +@Misc{Jef22:SemanticSubtyping, + author = {A. S. A. Jeffrey}, + title = {Semantic Subtyping in Luau}, + howpublished = {Roblox Technical Blog}, + year = {2022}, + url = {https://blog.roblox.com/2022/11/semantic-subtyping-luau/}, +} + +@InProceedings{GF05:GentleIntroduction, + author = {G. Castagna and A. Frisch}, + title = {A Gentle Introduction to Semantic Subtyping}, + booktitle = {Proc. Principles and Practice of Declarative Programming}, + year = {2005}, +} + +@InProceedings{ST07:GradualTyping, + author = {J. G. Siek and W. Taha}, + title = {Gradual Typing for Objects}, + booktitle = {Proc. European Conf Object-Oriented Programming}, + year = {2007}, + pages = {2-27}, +} + +@Misc{BJ23:agda-typeck, + author = {L. Brown and A. S. A. Jeffrey}, + title = {Luau Prototype Typechecker}, + year = {2023}, + OPTnote = {}, + url = {https://github.com/luau-lang/agda-typeck} +} + +@article{PT00:LocalTypeInference, +author = {Pierce, B. C. and Turner, D. N.}, +title = {Local Type Inference}, +year = {2000}, +volume = {22}, +number = {1}, +journal = {ACM Trans. Program. Lang. Syst.}, +pages = {1–44}, +} \ No newline at end of file diff --git a/papers/hatra23/cc-by.png b/papers/hatra23/cc-by.png new file mode 100644 index 0000000000000000000000000000000000000000..c8473a24786ab016d9c3e717a380910f7cbb0fff GIT binary patch literal 12588 zcmXY21ys}R+a8ECNOyOalu|OfrKB5FI;2xzv^0{^t@KNGhp2Q&cju(@d-$J^b8s8m zZ`)J%758PtTU9wMbTV`Z1cId?FRcNAAS8nO(WuDaUzdgyad3n5396ul3VwW1EyKZM zG$(nzPY?(f$I~wYwr#u}_#>&SjIOJu<9k;RGZ!m}hldB3wS(;^3o|DxE=QLS8AqaI z5C{!KL0VGF^V{K~m!Zn_Bg)APXG5Cz6_kbu*5aB>jBu$QB3vT(-%i zKB=J`SOT?pH7U?g#dr`&s3Ol>2tvPZV> z&77JHeIvU}8=sv(M#NJdtRUhBsw>z2nrgl}Ru|sXi|wC?~nY zkR)+n-LEiAX;X&pQSZ3Z?zrPc5k@78a&f^kkqj7bUT~${R*R>7Lpia(SGTvfKii!_ zDSA)YX*Z?lZiWY5Ag-$Z5cWbNtJwFZIt34Md9!S7V`F|=!^jYi177ia+`c@jZ#emllvMD) zp@Abs2*qB&_Gp99+1YskHKimDQZ5g;J33z-JI+k~iY3?Kh8vQTD8sxfCj+i$`8EQV z5n}YMiGg9(MPDh7+(+eF; z*2+QYOP-GwpQ*6L#wK!^51RkR2cSsPbG}Y<5~gTX4T#=GQ}E16`qKK%ke~)bT}ul# z@`DjWN=2odwkg#hJzq)3z_ofGktj;W;tZ+F#7c${${j`{%0SU4(}#D=Ex}DaLr3S# 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+\expandafter\def\csname @copyrightpermission\endcsname{\raisebox{-1ex}{\includegraphics[height=3.5ex]{cc-by}} This work is licensed under a Creative Commons Attribution 4.0 International License.} +\expandafter\def\csname @copyrightowner\endcsname{Roblox.} + +\newcommand{\ANY}{\mathtt{any}} +\newcommand{\ERROR}{\mathtt{error}} + +\begin{document} + +\title{Goals of the Luau Type System, Two Years On} + +\author{Lily Brown} +\author{Andy Friesen} +\author{Alan Jeffrey} +\affiliation{ + \institution{Roblox} + \city{San Mateo} + \state{CA} + \country{USA} +} + +\begin{abstract} +In HATRA 2021, we presented \emph{The Goals Of The Luau Type System}, +describing the human factors of a type system for a +language with a heterogeneous developer community. In this extended +abstract we provide a progress report, focusing on +the unexpected aspects: semantic subtyping and type error +suppression. +\end{abstract} + +\maketitle + +\section{Recap} + +Luau~\cite{Luau} is the scripting language used by the +Roblox~\cite{Roblox} platform for shared immersive experiences. Luau extends +the Lua~\cite{Lua} language, notably by providing type-driven tooling +such as autocomplete and API documentation (as well as traditional type +error reporting). Roblox has hundreds of millions of users, and +millions of creators, ranging from children learning to program for +the first time to professional development studios. + +In HATRA 2021, we presented \emph{The Goals Of The Luau Type +System}~\cite{BFJ21:GoalsLuau}, describing the human factors issues +with designing a type system for a language with a heterogeneous +developer community. The design flows from the needs of the different +communities: beginners are focused on immediate goals (``the stairs +should light up when a player walks on them'') and less on the code +quality concerns of more experienced developers; for all users +type-driven tooling is important for productivity. These needs result in a design with two modes: +\begin{itemize} +\item \emph{non-strict mode}, aimed at non-professionals, focused on + minimizing false positives, and +\item \emph{strict mode}, aimed at professionals, focused on + minimizing false negatives (i.e.~type soundness). +\end{itemize} +%% For both communities, type-driven tooling is important, so we +%% provide \emph{infallible type inference}, which infers types +%% even for ill-typed or syntactically invalid programs. + +\section{Progress} + +In the two years since the position paper, we have been making changes +to the Luau type system to achieve the goals we set out. Most of the +changes were straightforward, but two were large changes in how we +thought about the design of the type system: replacing the existing +syntactic subtyping algorithm by \emph{semantic subtyping}, and +treating gradual typing as \emph{type error suppression}. + +Semantic subtyping +interprets types as sets of values, and subtyping as set +inclusion~\cite{GF05:GentleIntroduction}. This is aligned with the +\emph{minimize false positives} goal of Luau non-strict mode, since +semantic subtyping only reports a failure of subtyping when there is a +value which inhabits the candidate subtype, but not the candidate +supertype. This has the added benefit of improving error reporting in +the prototype implementation: since the prototype is constructive, the +witness for the failure of subtyping can help drive error reports. +See our technical blog for more details~\cite{Jef22:SemanticSubtyping}. + +Rather than the gradual typing approach +of~\cite{ST07:GradualTyping}, which uses \emph{consistent +subtyping} where $\ANY \lesssim T \lesssim \ANY$ for any type $T$, we +adopt an approach based on \emph{error suppression}, where $\ANY$ is +an error-suppressing type, and any failures of subtyping involving +error-suppressing types are not reported. Users can explicitly +suppress type errors by declaring variables with type $\ANY$, and +since an expression with a type error has an error-suppressing type we +avoid cascading errors. Error suppression is in production Luau, and is +mechanically verified~\cite{BJ23:agda-typeck}. + +\section{Further work} + +Currently the type inference system uses greedy inference, which is +very sensitive to order of declarations, and can easily result in +false positives. We plan to replace this by some form of local type +inference~\cite{PT00:LocalTypeInference}. + +Currently, non-strict mode operates in the style of gradual type +systems by inferring $\ANY$ as the type for local variables. This does +not play well with type-directed tooling, for example $\ANY$ cannot +provide autocomplete suggestions. Local type inference will infer more +precise union types, and hence better type-driven tooling. + +At some point, we hope that error suppression will be the only difference +between strict mode and non-strict mode. + +\bibliographystyle{ACM-Reference-Format} \bibliography{bibliography} + +\end{document}