From 782de5d963555c19624ef8a3a80e814748633309 Mon Sep 17 00:00:00 2001 From: SIGSEGV Date: Fri, 10 Jan 2020 22:35:06 +0800 Subject: [PATCH] proposal: TiDB with WebAssembly (#13570) --- docs/design/2019-11-18-tidb-with-wasm.md | 238 ++++++++++++++++++ docs/design/imgs/wasm-browser-support.png | Bin 0 -> 454615 bytes docs/design/imgs/wasm-mobile-exception.jpeg | Bin 0 -> 12765 bytes .../design/imgs/wasm-run-error-in-browser.png | Bin 0 -> 365309 bytes docs/design/imgs/wasm-wasi-error.png | Bin 0 -> 160996 bytes 5 files changed, 238 insertions(+) create mode 100644 docs/design/2019-11-18-tidb-with-wasm.md create mode 100644 docs/design/imgs/wasm-browser-support.png create mode 100644 docs/design/imgs/wasm-mobile-exception.jpeg create mode 100644 docs/design/imgs/wasm-run-error-in-browser.png create mode 100644 docs/design/imgs/wasm-wasi-error.png diff --git a/docs/design/2019-11-18-tidb-with-wasm.md b/docs/design/2019-11-18-tidb-with-wasm.md new file mode 100644 index 0000000000000..34a0a78f7d481 --- /dev/null +++ b/docs/design/2019-11-18-tidb-with-wasm.md @@ -0,0 +1,238 @@ +# Proposal: + +- Author(s): Joshua +- Last updated: November 19 +- Discussion at: https://github.com/pingcap/tidb/issues/13364 + +## Abstract + +This proposal proposes a way to build a bridge between TiDB ecosystem and WebAssembly ecosystem. + +## Background + +As WebAssembly technology matures, more and more applications can be running in browsers, so that +users no longer have to endure cumbersome downloads and installation processes, which greatly reduces +the cost of promoting these applications. Obviously users who are using TiDB for the first time are +facing these problems. Using WebAssembly technology, we can reduce the barriers to user engagement +with TiDB, and we can also expand the TiDB audience with the help of the WebAssembly community. + +## Proposal + +This proposal proposes to compile TiDB on various runtimes of WebAssembly and build TiDB applications +in the WebAssembly ecosystem: + +- TiDB can work properly in browsers such as Chrome/Firefox on PC (done) +- tour.tidb.io and play.tidb.io can be used as the TiDB playground (done) +- Support community projects such as [tidb-wasm-markdown](https://github.com/imiskolee/tidb-wasm-markdown) +- TiDB can work properly in browsers on phones +- TiDB can run in wasmer and can be deployed to [WebAssembly Shell](https://webassembly.sh/) + +## Rationale + +WebAssembly is an open standard that defines a portable binary code format for executable programs, +a corresponding assembly language, and an interface to interact with the hosting environment. Its +main goal is to enable applications with high performance requirements to run on web pages. Of course, +its instruction format is also designed to be able to run on other platforms. + +The WebAssembly virtual machine has better performance than JavaScript because WebAsembly's binary +format file has a more compact instruction structure, similar to ELF files (the most commonly used +binary instruction format on Unix systems, which is parsed by the loader and loaded into memory for +execution). WebAssembly is compiled into memory for execution by a specific runtime. The most common +runtimes include mainstream browsers, nodejs, and a generic implementation specifically designed for +WebAssembly - Wasmer. Even someone gives the Linux kernel a feature patch to integrate the WebAssembly +runtime into the kernel so that the user-written program can easily run in kernel mode. + +Currently, all mainstream browsers support WebAssembly, so you don't have to worry about its compatibility +with browsers. The support for WebAssembly on various browsers is as follows: +![wasm-browser-support](./imgs/wasm-browser-support.png) + +Running in a non-browser environment involves interacting with the host system, which can be resolved by +WASI. We know that WebAssembly is an assembly language designed for abstract virtual machines, so it requires +a system interface to manipulate the abstracted operating system, which is defined by WASI. With WASI, the +application can be compiled once, run anywhere. + +Go 1.11 experimentally added the support for WebAssembly and optimized it in Go 1.12. TiDB is written in +pure Golang. In theory, it can be compiled directly into WebAssembly according to Golang's official +[document](https://github.com/golang/go/wiki/WebAssembly#getting-started), allowing TiDB to run anywhere. + +## Implementation + +Our implementation will be divided into several stages: +1. Compile TiDB code into Wasm, regardless of whether it can run normally. We should solve the following problem: + - TiDB itself or some dependent third-party libraries may not be compatible with Wasm, so the compilation will + fail. They need to be modified accordingly. +2. Migrate the result of stage 1 into PC browsers and wrap the page into the TiDB playground and TiDB tour. Possible + problems are: + - Golang compatibility with the browser environment. + - Due to the browser's security policy, we can't listen to a port using TiDB's original working mode. We need + to integrate a SQL terminal to TiDB instead of connecting via MySQL. At the same time, because the browser + prohibits the application from directly accessing local files, when the user runs SQL statements related to + file operations, we need to convert the semantics to the upload/download operations in the browser. + - TiDB running in a browser cannot execute SQL in batches due to restraints of the browser, but this feature is + useful for users who want to verify TiDB’s compatibility with MySQL or other SQL database. We need to support + it in the browser. +3. Migrate the result of stage 1 into phone browsers. Possible problems are: + - The webkit has a [limit](https://trac.webkit.org/browser/webkit/branches/safari-604.1-branch/Source/JavaScriptCore/jit/ExecutableAllocator.cpp#L90) + on executable memory, typically it's 64 MB. However, the current Wasm compilation of TiDB is 76 MB, which requires + some downsizing. + - The browser in the phone has a different interaction model than that in PC, so the SQL terminal must be compatible + with both. +4. Migrate the result of stage 1 into Wasmer, and publish it to [WAPM](https://wapm.io/), so that it can run in any + platform easily with WAPM, even can run on [WebAssembly shell](https://webassembly.sh/). To achieve this, we should + solve: + - Golang doesn’t support WASI now, so we need to use a [fork branch](https://github.com/neelance/go/tree/wasi) + of Golang and recompile the toolchain. + - The result of stage 1 is too large and should be shrinked. + +### Solution of compilation problem + +In the case of the problem of stage 1, incompatibility with WASM can be divided into the following cases: + +1. TiDB's own code has platform-dependent code. +2. TiDB has platform-dependent code in a library that is directly or indirectly imported. This dependent library is controlled by PingCAP. +3. TiDB has platform-dependent code in a library that is directly imported. This dependent library is not controlled by PingCAP. +4. TiDB has platform-dependent code in a library that is indirectly imported. This dependent library is not controlled by PingCAP. + +For case 1, we add the Wasm implementation for TiDB directly, according to Golang's platform-related file [naming rules](https://golang.org/pkg/go/build/), +the file name format is: + +- *_GOOS +- *_GOARCH +- *_GOOS_GOARCH + +So the only thing we need do is to add *_wasm.go, and mock an implemention based on the implemention for other platforms. + +For case 2, the solution is same as case 1, because we can modify the third-party code directly. + +For case 3 and case 4, we can’t modify the code directly. There are 3 solutions: + +- Open issues for these repos, and ask their owners to support WebAseembly + - Advantage: we don’t need to do it ourselves, and we can keep up with upstream + - Disadvantage: some repos have been archived, and some are no longer maintained, nobody will reply our issue +- Clone these repos to pingcap org and modify their code, then switch the reference of TiDB to the new repos. + - Advantage: we can control these code, and modify them any time + - Disadvantage: if the dependency chain is long, we should clone many repos, and we will detach from upstream. +- If TiDB only uses a few functions or symbols of these repos, we can: + - Create a new package in TiDB + - In this package, implement the functions required by Wasm platforms + - In this package, re-export the third party dependencies for non-Wasm platforms + - Modify the TiDB’s reference of the library to the new package, and all code except the new package shouldn’t reference + the third-party library. + +In summary, when a third-party package does not support WebAssembly, we need to look at it in different situations. +The priority can be set as follows: + +- If the third-party package is active, file an issue; if the author is busy, then create a PR +- If a third-party package has been archived or is no longer maintained, there are two cases: + - We rely heavily on it, then clone it and change it ourselves. + - We only rely slightly on it, then we use solution 3 to walk around it. + +### Solution of PC browser + +We found that some specific system functions in Golang will crash if we try to run them in browser: +![wasm-run-error-in-browser](./imgs/wasm-run-error-in-browser.png) + +As shown in the figure above, when we execute the `os.stat` function, the runtime found that there +was no such a function in the environment. This situation occurs because Golang does not currently +support WASI, so it mocks the host interface using the wasm_exec.js file. However, only a few system +functions are mocked in this file, and `os.stat` is not among them. The solution is to mount the +functions we need to the `fs` object on the global object before we execute Wasm. For example: + +```js +function unimplemented(callback) { + const err = new Error("not implemented"); + err.code = "ENOSYS"; + callback(err); +} +function unimplemented1(_1, callback) { unimplemented(callback); } +function unimplemented2(_1, _2, callback) { unimplemented(callback); } + +fs.stat = unimplemented1; +fs.lstat = unimplemented1; +fs.unlink = unimplemented1; +fs.rmdir = unimplemented1; +fs.mkdir = unimplemented2; +go.run(result.instance); +``` + +Another problem for browser is that TiDB requires to listen to a port to provide service normally, which +is prohibited by the browser. Therefore, we need to change the way TiDB provides services — embedding a +SQL terminal. SQL terminal in the front-end field is very common, and we can find a ready-made one. The +only problem we need to deal with is the interface between the SQL terminal and the TiDB kernel. There +is such a method in TiDB: + +```go +// Exec executes a sql statement. +func (tk *TestKit) Exec(sql string, args ...interface{}) (sqlexec.RecordSet, error) { + var err error + if tk.Se == nil { + tk.Se, err = session.CreateSession4Test(tk.store) + tk.c.Assert(err, check.IsNil) + id := atomic.AddUint64(&connectionID, 1) + tk.Se.SetConnectionID(id) + } + ctx := context.Background() + if len(args) == 0 { + var rss []sqlexec.RecordSet + rss, err = tk.Se.Execute(ctx, sql) + if err == nil && len(rss) > 0 { + return rss[0], nil + } + return nil, errors.Trace(err) + } + stmtID, _, _, err := tk.Se.PrepareStmt(sql) + if err != nil { + return nil, errors.Trace(err) + } + params := make([]types.Datum, len(args)) + for i := 0; i < len(params); i++ { + params[i] = types.NewDatum(args[i]) + } + rs, err := tk.Se.ExecutePreparedStmt(ctx, stmtID, params) + if err != nil { + return nil, errors.Trace(err) + } + err = tk.Se.DropPreparedStmt(stmtID) + if err != nil { + return nil, errors.Trace(err) + } + return rs, nil +} +``` + +This Exec function is exactly what we need. We can modify it slightly and use it in browsers. + +The last two problems are that we need to access files and support SQL operations in batches. These +two problems can be combined into one problem, because the user executes SQL in batches in the form +of files. The only way for a browser to access a file is to upload and download, so our file access +must be converted to file upload/download in the browser. The solution is: detecting the SQL statements +executed by the user, and requesting the browser to pop the upload window when the user needs to access +files. Then the user selects a file to upload, and the data of the file is submitted to TiDB for processing. + +### The solution to mobile browser adaptation + +Since the webkit has restrictions on the executable size in mobile browsers (usually 64 MB), and our TiDB-WASM +size is about 76 MB. An exception will occur when we run it in a mobile browser: +![wasm-mobile-exception](./imgs/wasm-mobile-exception.jpeg) + +There are two options to reduce the size of the compiled file: +- Tailor the functionality of TiDB and remove features that are not useful in the browser (such as grpc) +- Looking for a better compilation solution. We may need to find the answer from the Golang compiler. + +In addition to the browser's size limit on the Wasm binary file, we also need to solve the SQL terminal +input problem on the mobile phone. At present, the SQL terminal on PC browsers has been implemented, +but it cannot be used normally on mobile browsers, which process events differently as PC does. We need to +adapt the front end for mobile phones. + + +### Compile to WASI + +To run TiDB across platforms, we need to compile TiDB to WASI. The current version of Golang does +not support WASI, so running with wasmer after compilation will result in an error: +![wasm-wasi-error](./imgs/wasm-wasi-error.png) + +The above picture is the Hello world program compiled by Golang. + +Golang does not plan to support WASI till v1.14, but this won’t stop us from compiling TiDB to WASI because +we already have this feature in a Golang fork. 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