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z8I=wkO^@nw_g#gq*H6;4msd+A&x=1AG>W2MpA}t z>v11=JnvxvzzJF3-rnv}uQtB{a2o@s;ONez_2AQ|#~$lRii;;CCW@*Wdp(^l6~|sG z4Xbhw2rDYt_7osx^wM&TMyO%@1;>zD8z^HbXU#ppjRAe*0LJf_c~hu-Zp`8(!4USXIL zhDszY0`-r_Iky?IEn<#!5*Wsdqo(W9B5bger&qwky)E&m;n=HtA6h7|XA!Jh@69bN z8u{WCe&qF7V1heaFLAxG4Eez8F2F(oP`?&CssD0aL_`E!Gw)PO=^cDbi~sa=doah} z-=8(6om6DHYP6r@Nscd@OgULVE8F`v|hWjuOGG(UXg_iM6+VsF*Wsi9Z8 z0@jUfCv=ZOAkop$T>?Z*oWaytz!6W)UBd^1yNqMvuN3OhEz+%s_YvTn8dh0)fEHTlX5ypN~&O44|-Q+h>M4hR+*} z+*RUu^WvO4y3cPMJ;xp}nF}Gw>A{)LrDgP|v~b}e75*rfoBQ?-1L`3ry_4TYG))+g3sk65C}{R%E$<(C~@Mi^@ZauKv^~bWe#^i9Sopcn1eZf8Q`U<6O=lm}2)m{Cp*?uG| zRrequired()->type_name("INPUT_TEXT_STREAM"); + + itk::wasm::OutputTextStream outputTextStream; + pipeline.add_option("OutputText", outputTextStream, + "The output text")->required()->type_name("OUTPUT_TEXT_STREAM"); + + + ITK_WASM_PARSE(pipeline); + + + const std::string inputTextStreamContent{ std::istreambuf_iterator(inputTextStream.Get()), + std::istreambuf_iterator() }; + + outputTextStream.Get() << inputTextStreamContent; +} +``` + +

      +
      itk::wasm::InputTextStream
      A string. To reader this data type in C++, using the resulting std::istream.
      +
      + +*todo: document remaining CLI11 input and output classes.* + +For binding generation, set the `type_name` an the options accordingly. The type names are: + +- `INPUT_TEXT_FILE` +- `OUTPUT_TEXT_FILE` +- `INPUT_BINARY_FILE` +- `OUTPUT_BINARY_FILE` +- `INPUT_TEXT_STREAM` +- `OUTPUT_TEXT_STREAM` +- `INPUT_BINARY_STREAM` +- `OUTPUT_BINARY_STREAM` +- `INPUT_IMAGE` +- `OUTPUT_IMAGE` +- `INPUT_MESH` +- `OUTPUT_MESH` +- `INPUT_POLYDATA` +- `OUTPUT_POLYDATA` \ No newline at end of file diff --git a/packages/core/python/itkwasm/docs/cxx/tutorial/debugging.md b/packages/core/python/itkwasm/docs/cxx/tutorial/debugging.md new file mode 100644 index 000000000..851f835d6 --- /dev/null +++ b/packages/core/python/itkwasm/docs/cxx/tutorial/debugging.md @@ -0,0 +1,174 @@ +# Debugging WebAssembly + +Effective debugging results in effective programming. **itk-wasm** makes effective debugging of WebAssembly possible. + +This example walks through the different techniques that can be used with itk-wasm to debug WebAssembly during development. + +We will debug the following C++ code: + +```cpp +#include + +int main() { + std::cout << "Hello debugger world!" << std::endl; + + const char * wasmDetails = "are no longer hidden"; + + const int a = 1; + const int b = 2; + const auto c = a + b; + + // Simulate a crash. + abort(); + return 0; +} +``` + +[The example](https://github.com/InsightSoftwareConsortium/itk-wasm/tree/main/examples/debugging) provides npm scripts as a convenient way to execute debugging commands that you may also invoke directly in a command line shell. + +To run these examples, first [install and test](./hello_world) Docker and Node/NPM. Then, install the package dependencies and run the example commands. + +``` +cd itk-wasm/examples/Debugging/ +npm install +npm run +``` + +where `` is the npm script. Available names can be found by calling `npm run` without any arguments. + +## Native + +The CMake-based itk-wasm build system tooling enables the same C++ build system configuration and code to be reused when building a native system binary or a WebAssembly binary. As a result, native binary debugging tools, such as [GDB](https://sourceware.org/gdb/), [LLDB](https://lldb.llvm.org/), or the [Visual Studio debugger](https://docs.microsoft.com/en-us/visualstudio/debugger/?view=vs-2022). + +We can build the project's standard CMake build configuration, + +```cmake +cmake_minimum_required(VERSION 3.10) +project(DebuggingWebAssemblyExample) + +add_executable(DebugMe DebugMe.cxx) +``` + +with standard CMake commands, + +![Native build](/_static/tutorial/debugging/native-build.png) + +The native binary can then be debugged in the standard way. For example, with `gdb` on Linux: + +![Native debug Linux](/_static/tutorial/debugging/native-debug-linux.png) + +## WASI + +The most direct way to debug WebAssembly is through the [WebAssembly System Interface (WASI)](https://wasi.dev/). In itk-wasm we can build to WASI with the [WASI SDK](https://github.com/WebAssembly/wasi-sdk) by specifying the `itkwasm/wasi` toolchain image. A backtrace can quickly be obtained with the `itk-wasm` CLI. Or, a fully fledged debugger session can be started with LLDB. + +First, build to WASI WebAssembly with debugging symbols available: + +![WASI debug build](/_static/tutorial/debugging/wasi-build-debug.png) + +Then, the `itk-wasm` CLI can conveniently run the Wasm binary with the included WASI runtime: + +![Run WASI debug](/_static/tutorial/debugging/run-wasi-debug.png) + +We can see that `abort` is called in the `main` function at line 13 in `DebugMe.cxx`. + +A full debugging session is also possible after [LLDB](https://lldb.llvm.org/) >= 13 and [Wasmtime](https://wasmtime.dev/) are installed. + +![LLDB WASI debug](/_static/tutorial/debugging/lldb-wasi-debug.png) + +**Note:** when calling `wasmtime` directly and passing local files into a pipeline, `--dir` arguments must be set. This gives `wasmtime` permission to access the directories containing the files. This is required due to WASI's [capability-based security](https://en.wikipedia.org/wiki/Capability-based_security) model. For example, if a file path starts with `./`, then add `--dir ./` arguments to the `wasmtime` invocation. `--dir` can be specified multiple times. + +## Node.js + +When debugging WebAssembly built with the itk-wasm Emscripten toolchain, set the `CMAKE_BUILD_TYPE` to `Debug` as is required to debug native builds. + +As with native builds, this builds debugging symbols, the human-readable names of functions, variables, etc., into the binary. This also adds support for C++ exceptions and retrieving the string name associated with exceptions. Without this itk-wasm instrumentation, a C++ exception will through an error with an opaque integer value. And, Emscripten JavaScript WebAssembly bindings will not be minified, which facilitates debugging. + +When built with the default `Release` build type: + +![Emscripten build Release](/_static/tutorial/debugging/emscripten-build-release.png) + +the JavaScript support code is minified, and difficult to debug: + +![Run Node Release](/_static/tutorial/debugging/run-node-release.png) + +However, when built with the `Debug` build type: + +![Emscripten build Debug](/_static/tutorial/debugging/emscripten-build-debug.png) + +a useful backtrace can be obtained: + +![Run Node Debug](/_static/tutorial/debugging/run-node-debug.png) + +In order to run a debugger with Node, add the `--inspect-brk` flag when invoking `node`: + +![Node inspect](/_static/tutorial/debugging/node-inspect.png) + +This will pause execution on start a debugging remote interface. To connect to the remote interface with a Chromium browser, visit `chrome://inspect` and click the *inspect* link on the corresponding *Remote Target*: + +![Node inspect Remote Target](/_static/tutorial/debugging/node-inspect-remote-target.png) + +This will open the Chrome Dev Tools debugger: + +![Node inspect Chrome DevTools](/_static/tutorial/debugging/node-inspect-chrome-dev-tools.png) + +Other debugger interfaces [are also available](https://nodejs.org/en/docs/inspector), like a CLI debugger or the VSCode debugger. + +This is helpful for debugging issues that occur in Emscripten JavaScript interface. The next section describes how to debug issues inside the Emscripten-generated WebAssembly. + +## Chromium-based browsers + +Recent Chromium-based browsers have support for debugging C++-based WebAssembly in the browser. With a few extra steps described in this section, it is possible to interactively step through and inspect C++-compiled WebAssembly running in the browser. + +WebAssembly debugging in DevTools requires a few extra setup steps from a default browser installation. + +First, [install the Chrome WebAssembly Debugging extension](https://goo.gle/wasm-debugging-extension). + +Next, enable it in DevTools. + + Open DevTools -> Click the *gear (⚙)* icon in the top right corner -> go to the *Experiments* panel -> and tick *WebAssembly Debugging: Enable DWARF support*. + +![Enable Wasm Debugging](/_static/tutorial/debugging/enable-chrome-wasm-debugging.png) + +After exitting Settings, you will be prompted to reload DevTools -- reload. + +Next, open the options for Chrome WebAssembly Debugging extension: + +![Wasm Debugging Options](/_static/tutorial/debugging/devtools-options.png) + +Since itk-wasm performs builds in a clean Docker environment, the debugging source paths in the Docker environment are different than the paths on the host system. The debugging extension has a path substitution system that can account for these differences. In the Docker image, the directory where `itk-wasm` is invoked is mounted as `/work`. Substitute `/work` with the directory where the `itk-wasm` CLI is invoked. For example, if `itk-wasm` was invoked at `/home/matt/src/itk-wasm/examples/Debugging`, then: + +![Path substitution](/_static/tutorial/debugging/path-substitution.png) + +Build the project with itk-wasm and the `Debug` `CMAKE_BUILD_TYPE` to include DWARF debugging information: + +![Emscripten build Debug](/_static/tutorial/debugging/emscripten-build-debug.png) + +Here we load and run the WebAssembly with a simple HTML file and server: + +```html + + + + + +

      This is an example to demonstrate browser-based debugging of + C++-generated WebAssembly. For more information, please see the + associated + documentation.

      + + + + + +``` + +![HTTP Server](/_static/tutorial/debugging/http-server.png) + +And we can debug the C++ code in Chrome's DevTools debugger along side the executing JavaScript! + +![Debug C++ DevTools](/_static/tutorial/debugging/debug-cxx-devtools.png) diff --git a/packages/core/python/itkwasm/docs/cxx/tutorial/hello_pipeline.md b/packages/core/python/itkwasm/docs/cxx/tutorial/hello_pipeline.md new file mode 100644 index 000000000..53eb0b9e9 --- /dev/null +++ b/packages/core/python/itkwasm/docs/cxx/tutorial/hello_pipeline.md @@ -0,0 +1,234 @@ +# Hello Pipeline World! + +## Introduction + +This example introduces the `itk::wasm::Pipeline`. An `itk::wasm::Pipeline` transforms elegant standalone C++ command line programs into powerful [WebAssembly](https://webassembly.org/) (Wasm) modules with a simple, efficient interface for execution in the browser, other programming languages, and on the command line. + +Make sure to complete the [Hello World!](./hello_world) example before you start your Hello Pipeline adventure. + +## Write the code + +First, let's create a new directory to house our project. + +```sh +mkdir hello-pipeline +cd hello-pipeline +``` + +Let's write some code! Populate *hello-pipeline.cxx* first with the headers we need: + +```cpp +#include "itkPipeline.h" +#include "itkInputImage.h" +#include "itkImage.h" +``` + +The *itkPipeline.h* and *itkInputImage.h* headers come from the itk-wasm *WebAssemblyInterface* [ITK module](https://www.kitware.com/advance-itk-with-modules/). + +The *itkImage.h* header is [ITK](https://itk.org)'s standard n-dimensional image data structure. + +Next, create a standard `main` C command line interface function and an `itk::wasm::Pipeline`: + + +```cpp +int main(int argc, char * argv[]) { + // Create the pipeline for parsing arguments. Provide a description. + itk::wasm::Pipeline pipeline("hello-pipeline", "A hello world itk::wasm::Pipeline", argc, argv); + + return EXIT_SUCCESS; +} +``` + +The `itk::wasm::Pipeline` extends the most-excellent [CLI11 modern C++ command line parser](https://github.com/CLIUtils/CLI11). In addition to all of CLI11's functionality, `itk::wasm::Pipeline`'s adds: + +- Support for execution in Wasm modules along with command line execution +- Support for spatial data structures such as `Image`'s, `Mesh`'s, `PolyData`, and `Transform`'s +- Support for multiple dimensions and pixel types +- Colored help output + +Add a standard CLI11 flag to the pipeline: + +```cpp + itk::wasm::Pipeline pipeline("hello-pipeline", "A hello world itk::wasm::Pipeline", argc, argv); + + + bool quiet = false; + pipeline.add_flag("-q,--quiet", quiet, "Do not print image information"); +``` + +Add an input image argument to the pipeline: + +```cpp + pipeline.add_flag("-q,--quiet", quiet, "Do not print image information"); + + + constexpr unsigned int Dimension = 2; + using PixelType = unsigned char; + using ImageType = itk::Image; + + // Add a input image argument. + using InputImageType = itk::wasm::InputImage; + InputImageType inputImage; + pipeline.add_option("input-image", inputImage, + "The input image")->required()->type_name("INPUT_IMAGE"); +``` + +The `inputImage` variable is populated from the filesystem if built as a native executable or a WASI binary run from the command line. When running in the browser or in a wrapped language, `inputImage` is read from WebAssembly memory without file IO. + +Parse the command line arguments with the `ITK_WASM_PARSE` macro: + +```cpp + pipeline.add_option("InputImage", inputImage, + "The input image")->required()->type_name("INPUT_IMAGE"); + + + ITK_WASM_PARSE(pipeline); +``` + +If `-q` or `--quiet` is set, the `quiet` variable will be set to `true`. Missing or invalid arguments will print an error and exit. The `-h` and `--help` flags are automatically generated from pipeline arguments to print usage information. + +Finally, run our pipeline: +```cpp + std::cout << "Hello pipeline world!\n" << std::endl; + + if (!quiet) + { + // Obtain the itk::Image * from the itk::wasm::InputImage with `.Get()`. + std::cout << "Input image: " << *inputImage.Get() << std::endl; + } + + return EXIT_SUCCESS; +``` + +Next, provide a [CMake](https://cmake.org/) build configuration in *CMakeLists.txt*: + +```cmake +cmake_minimum_required(VERSION 3.16) +project(hello-pipeline) + +# Use C++17 or newer with itk-wasm +set(CMAKE_CXX_STANDARD 17) + +# We always want to build against the WebAssemblyInterface module. +set(itk_components + WebAssemblyInterface + ) +# WASI or native binaries +if (NOT EMSCRIPTEN) + # WebAssemblyInterface supports the .iwi, .iwi.cbor itk-wasm format. + # We can list other ITK IO modules to build against to support other + # formats when building native executable or WASI WebAssembly. + # However, this will bloat the size of the WASI WebAssembly binary, so + # add them judiciously. + set(itk_components + WebAssemblyInterface + ITKIOPNG + # ITKImageIO # Adds support for all available image IO modules + ) +endif() +find_package(ITK REQUIRED + COMPONENTS ${itk_components} + ) +include(${ITK_USE_FILE}) + +add_executable(hello-pipeline hello-pipeline.cxx) +target_link_libraries(hello-pipeline PUBLIC ${ITK_LIBRARIES}) +``` + +## Create WebAssembly binary + +[Build the WASI binary](./hello_world): + +```sh +npx itk-wasm -i itkwasm/wasi build +``` + +## Run WebAssembly binary + +Check the generated help output: + +```sh +npx itk-wasm run hello-pipeline.wasi.wasm -- -- --help +``` + +![Hello pipeline help](/_static/tutorial/hello_pipeline.png) + +The two `--`'s are to separate arguments for the Wasm module from arguments to the `itk-wasm` CLI and the WebAssembly interpreter. + +Try running on an [example image](https://data.kitware.com/api/v1/file/63041ac8f64de9b9501e5a22/download). + +``` +> npx itk-wasm run hello-pipeline.wasi.wasm -- -- cthead1.png + +Hello pipeline world! + +Input image: Image (0x2b910) + RTTI typeinfo: itk::Image + Reference Count: 1 + Modified Time: 54 + Debug: Off + Object Name: + Observers: + none + Source: (none) + Source output name: (none) + Release Data: Off + Data Released: False + Global Release Data: Off + PipelineMTime: 22 + UpdateMTime: 53 + RealTimeStamp: 0 seconds + LargestPossibleRegion: + Dimension: 2 + Index: [0, 0] + Size: [256, 256] + BufferedRegion: + Dimension: 2 + Index: [0, 0] + Size: [256, 256] + RequestedRegion: + Dimension: 2 + Index: [0, 0] + Size: [256, 256] + Spacing: [1, 1] + Origin: [0, 0] + Direction: +1 0 +0 1 + + IndexToPointMatrix: +1 0 +0 1 + + PointToIndexMatrix: +1 0 +0 1 + + Inverse Direction: +1 0 +0 1 + + PixelContainer: + ImportImageContainer (0x2ba60) + RTTI typeinfo: itk::ImportImageContainer + Reference Count: 1 + Modified Time: 50 + Debug: Off + Object Name: + Observers: + none + Pointer: 0x2c070 + Container manages memory: true + Size: 65536 + Capacity: 65536 +``` + +And with the `--quiet` flag: + +``` +> npx itk-wasm run hello-pipeline.wasi.wasm -- -- --quiet cthead1.png + +Hello pipeline world! +``` + +Congratulations! You just executed a C++ pipeline capable of processsing a scientific image in WebAssembly. 🎉 diff --git a/packages/core/python/itkwasm/docs/cxx/tutorial/hello_world.md b/packages/core/python/itkwasm/docs/cxx/tutorial/hello_world.md new file mode 100644 index 000000000..a80f56fbb --- /dev/null +++ b/packages/core/python/itkwasm/docs/cxx/tutorial/hello_world.md @@ -0,0 +1,158 @@ +# Hello Wasm World! + +## Introduction + +This example walks through how to compile a *hello world* executable written in C++ to [WebAssembly](https://webassembly.org/) and how to execute it with standalone WebAssembly runtimes, the Node.js JavaScript runtime, and web browser runtimes! + +Before getting started, make sure [Node.js](https://nodejs.org/en/download/) and [Docker](https://docs.docker.com/install/) are installed. On Linux, make sure you can run [`docker` without `sudo`](https://askubuntu.com/questions/477551/how-can-i-use-docker-without-sudo). On Windows, we recommend [WSL 2 with Docker enabled](https://docs.docker.com/desktop/windows/wsl/). + +While we recommend following along step-by-step, the complete example can also be found in the [`examples/` directory of the project repository](https://github.com/InsightSoftwareConsortium/itk-wasm/tree/main/examples/hello-world). + +Let's get started! 🚀 + +## Write the code + +First, let's create a new directory to house our project. + +```sh +mkdir HelloWorld +cd HelloWorld +``` + +Let's write some code! Populate *hello.cxx* with our Hello World program: + +```cpp +#include + +int main() { + std::cout << "Hello Wasm world!" << std::endl; + return 0; +} +``` + +Next, provide a [CMake](https://cmake.org/) build configuration at *CMakeLists.txt*: + +```cmake +cmake_minimum_required(VERSION 3.16) +project(HelloWorld) + +add_executable(hello hello.cxx) +``` + +## Install itk-wasm + +We use the `add_executable` command to build executables with itk-wasm. The [Emscripten](https://kripken.github.io/emscripten-site/) and [WASI](https://github.com/WebAssembly/wasi-sdk) toolchains along with itk-wasm build and execution configurations are contained in itk-wasm [dockcross](https://github.com/dockcross/dockcross) Docker images invoked by the itk-wasm command line interface (CLI). Note that the same code can also be built and tested with native operating system toolchains. This is useful for development and debugging. + +Build the program with the itk-wasm CLI, `itk-wasm`. This is shipped with the `itk-wasm` Node.js package. First install *itk-wasm* with the Node Package Manager, `npm`, the CLI that ships with Node.js. + +```sh +# Initialize an empty project in the current directory +npm init --yes +npm install itk-wasm@1.0.0-b.106 +``` + +## WASI + +Build the project with the WASI `itkwasm/wasi` toolchain in the `./wasi-build/` directory: + +```sh +npx itk-wasm -i itkwasm/wasi build +``` + +A `hello.wasi.wasm` WebAssembly binary is built in the `./wasi-build/` directory. + +```sh +❯ ls wasi-build +build.ninja CMakeFiles libwasi-exception-shim.a +cmake_install.cmake hello.wasi.wasm +``` + +Execute the binary with the `run` `itk-wasm` subcommand. + +```sh +❯ npx itk-wasm run wasi-build/hello.wasi.wasm +Hello Wasm world! +``` + +Congratulations! You just executed a C++ program compiled to WebAssembly. 🎉 + +The binary can also be executed with other [WASI runtimes](https://github.com/mbasso/awesome-wasm#non-web-embeddings). + +## Node.js + +For Node.js or the Browser, build the project with the default [Emscripten](https://emscripten.org/) toolchain. The project is built in the `./emscripten-build` directory by default. + +```sh +npx itk-wasm build +``` + +To execute the project, create an `index.mjs` JavaScript file to [invoke the module](../api/node_pipelines.html): + +```js +import path from 'path' +import { runPipelineNode } from 'itk-wasm' + +const pipelinePath = path.resolve('emscripten-build', 'hello') +const args = [] +await runPipelineNode(pipelinePath, args) +``` + +**Important**: Inside the *package.json* file, we must also add `"type": "module",` to tell Node.js that we have a modern JavaScript project that uses [ES modules](https://nodejs.org/api/esm.html#modules-ecmascript-modules). + +And run it! + +```sh +❯ npx node ./index.mjs +Hello Wasm world! +``` + +Congratulations! You just executed a C++ program in JavaScript. 🎉 + +## Browser + +The same Emscripten Wasm module can be executed in a web browser. + +Create an HTML file named `index.html` that will call the Wasm module through JavaScript and display its output in the HTML DOM: + +```html + + + + itk-wasm Browser Hello World! + + + + + + + + + + +``` + +Serve the web page and Wasm module with an http server: + +```sh +npm install http-server +http-server . +``` + +And point your browser to `http://127.0.0.1:8080/`. + +![Hello Wasm World!](/_static/tutorial/hello_wasm_world.png) + +Congratulations! You just executed a C++ program in your web browser. 🎉 diff --git a/packages/core/python/itkwasm/docs/cxx/tutorial/index.md b/packages/core/python/itkwasm/docs/cxx/tutorial/index.md new file mode 100644 index 000000000..21a7f3cf7 --- /dev/null +++ b/packages/core/python/itkwasm/docs/cxx/tutorial/index.md @@ -0,0 +1,21 @@ +# Tutorial + +This tutorial will walk you through the process of *creating WebAssembly scientific C++ processing pipelines*, and the steps address the following topics: + +1. Build system setup and installation. +2. Create a simple C++ processing pipeline. +3. Execute a wasm pipeline on the command line. +4. Execute a wasm pipeline on the command line via Node.js. +5. Execute a wasm pipeline in the browser. +6. Handle non-trivial data types a the wasm pipeline interface. +7. Debug a wasm pipeline. + +```{toctree} +:maxdepth: 2 +:caption: 📖 Tutorial Steps + +hello_world.md +hello_pipeline.md +inputs_outputs.md +debugging.md +``` \ No newline at end of file diff --git a/packages/core/python/itkwasm/docs/cxx/tutorial/inputs_outputs.md b/packages/core/python/itkwasm/docs/cxx/tutorial/inputs_outputs.md new file mode 100644 index 000000000..cfd54ddcd --- /dev/null +++ b/packages/core/python/itkwasm/docs/cxx/tutorial/inputs_outputs.md @@ -0,0 +1,241 @@ +# Pipeline Inputs and Outputs + +## Introduction + +This example dives deeper into `itk::wasm::Pipeline` image inputs and outputs and how they are handled. We will create a pipeline to smooth an image with a median filter, run the Wasm from the command line, in Node.js. + +Make sure to complete the [Hello Pipeline!](./hello_pipeline) example before you start your filtering journey. + +## Write the code + +First, let's create a new directory to house our project. + +```sh +mkdir inputs-outputs +cd inputs-outputs +``` + +Let's write some code! Populate *inputs-outputs.cxx* with the headers we need: + +```cpp +#include "itkPipeline.h" +#include "itkInputImage.h" +#include "itkOutputImage.h" + +#include "itkImage.h" +#include "itkMedianImageFilter.h" +``` + +The *itkImage.h* header is [ITK](https://itk.org)'s standard n-dimensional image data structure and the *itkMedianImageFilter.h* also comes from ITK. + +The *itkPipeline.h*, *itkInputImage.h*, and *itkOutputImage.h* headers come from the itk-wasm *WebAssemblyInterface* ITK module. These will help process arguments, injest input images, and produce output images, respectively. + +Next, create a standard `main` C command line interface function and an `itk::wasm::Pipeline`: + +```cpp +int main(int argc, char * argv[]) { + // Create the pipeline for parsing arguments. Provide a description. + itk::wasm::Pipeline pipeline("median-filter", "Smooth an image with a median filter", argc, argv); + + return EXIT_SUCCESS; +} +``` +Add options to the pipeline that define our inputs, outputs, and processing parameters. + +```cpp + itk::wasm::Pipeline pipeline("median-filter", "Smooth an image with a median filter", argc, argv); + + + constexpr unsigned int Dimension = 2; + using PixelType = unsigned char; + using ImageType = itk::Image; + + + // Add a flag to specify the radius of the median filter. + unsigned int radius = 1; + pipeline.add_option("-r,--radius", radius, "Kernel radius in pixels"); + + // Add a input image argument. + using InputImageType = itk::wasm::InputImage; + InputImageType inputImage; + pipeline.add_option("input-image", inputImage, + "The input image")->required()->type_name("INPUT_IMAGE"); + + // Add an output image argument. + using OutputImageType = itk::wasm::OutputImage; + OutputImageType outputImage; + pipeline.add_option("output-image", outputImage, + "The output image")->required()->type_name("OUTPUT_IMAGE"); +``` + +The `inputImage` variable is populated from the filesystem if built as a native executable or a WASI binary run from the command line. When running in the browser or in a wrapped language, `inputImage` is read from WebAssembly memory without file IO. + +When the program completes, `outputImage` is written to the filesystem if built as a native executable or a WASI binary run from the command line. When running in the browser or in a wrapped language, `outputImage` is read from WebAssembly memory without file IO. + +Parse the command line arguments with the `ITK_WASM_PARSE` macro: + +```cpp + pipeline.add_option("output-image", outputImage, + "The output image")->required()->type_name("OUTPUT_IMAGE"); + + + ITK_WASM_PARSE(pipeline); +``` + +The `-h` and `--help` flags are automatically generated from pipeline arguments to print usage information. + +![inputs-outputs help](/_static/tutorial/inputs_outputs_help.png) + +Finally, process our data: +```cpp + using FilterType = itk::MedianImageFilter< ImageType, ImageType >; + auto filter = FilterType::New(); + filter->SetInput(inputImage.Get()); + filter->SetRadius(radius); + filter->Update(); +``` + +Set the output image before the program completes: + +```cpp + outputImage.Set(filter->GetOutput()); + + return EXIT_SUCCESS; +``` + +Next, provide a [CMake](https://cmake.org/) build configuration at *CMakeLists.txt*: + +```cmake +cmake_minimum_required(VERSION 3.16) +project(inputs-outputs) + +# Use C++17 or newer with itk-wasm +set(CMAKE_CXX_STANDARD 17) + +# We always want to build against the WebAssemblyInterface module. +set(itk_components + WebAssemblyInterface + ITKSmoothing # provides itkMedianImageFilter.h + ) +# WASI or native binaries +if (NOT EMSCRIPTEN) + # WebAssemblyInterface supports the .iwi, .iwi.cbor itk-wasm format. + # We can list other ITK IO modules to build against to support other + # formats when building native executable or WASI WebAssembly. + # However, this will bloat the size of the WASI WebAssembly binary, so + # add them judiciously. + set(itk_components + ${itk_components} + ITKIOPNG + # ITKImageIO # Adds support for all available image IO modules + ) +endif() +find_package(ITK REQUIRED + COMPONENTS ${itk_components} + ) +include(${ITK_USE_FILE}) + +add_executable(inputs-outputs inputs-outputs.cxx) +target_link_libraries(inputs-outputs PUBLIC ${ITK_LIBRARIES}) +``` + +## Create WebAssembly binary + +[Build the WASI binary](/tutorial/hello_world): + +```sh +npx itk-wasm -b wasi-build -i itkwasm/wasi build +``` + +Try running on an [example image](https://data.kitware.com/api/v1/file/63041ac8f64de9b9501e5a22/download). + +## Run WebAssembly binary + +```sh +npx itk-wasm -b wasi-build run inputs-outputs.wasi.wasm -- -- --radius 2 cthead1.png smoothed.png +``` + +The input image: + +![input image](/_static/tutorial/cthead1.png) + +has been smoothed: + +![smoothed](/_static/tutorial/smoothed.png) + +## Run in Node.js + +To run in the Node.js JavaScript environment, first build with the Emscripten toolchain. + +```sh +npx itk-wasm build +``` + +In our Node.js JavaScript script, we will load the file with dedicated image IO WebAssembly modules. These are provided by the `itk-image-io` package. + +```sh +npm install -g itk-image-io +``` + +Next, let's create a script to call our pipeline, *index.mjs*. Start the script with our imports. + +```js +import path from 'path' +import { runPipelineNode, + readImageLocalFile, + writeImageLocalFile, + InterfaceTypes } from 'itk-wasm' +``` + +To switch from filesystem to WebAssembly memory IO, pass the `--memory-io` flag. This flag is supported by all `itk::wasm::Pipeline`'s. Skip the two `node ./index.mjs` arguments from Node invocation. + +```js +const args = ['--memory-io'].concat(process.argv.slice(2)) +``` + +When using memory IO, interface types, such as images, are specified in the pipeline arguments with integer strings. Inputs and output integer identifiers both start counting from zero. + +```js +// Assume we have input and output images as the last arguments +const inputFile = args[args.length-2] +const inputImage = await readImageLocalFile(inputFile) +// '0' is the index of the first input corresponding to the `inputs` array below +args[args.length-2] = '0' + +const outputFile = args[args.length-1] +// '0' is the index of the first output corresponding to the `desiredOutputs` below +args[args.length-1] = '0' +``` + +Input images can be read with `readImageLocalFile`. We specify the type and value of the pipeline input interface types. With pipeline outputs, only the type is specified. + +```js +const inputs = [ + { type: InterfaceTypes.Image, data: inputImage } +] +const desiredOutputs = [ + { type: InterfaceTypes.Image } +] +``` + +Run the pipeline. + +```js +// Path to the Emscripten WebAssembly module without extensions +const pipelinePath = path.resolve('emscripten-build', 'inputs-outputs') +const { stdout, stderr, outputs } = await runPipelineNode(pipelinePath, args, desiredOutputs, inputs) +``` + +And handle the outputs. + +```js +await writeImageLocalFile(outputs[0].data, outputFile) +``` + +Invoke the script. + +```sh +npx node ./index.mjs --radius 2 ./cthead1.png smoothed.png +``` + +Congratulations! You just executed a C++ pipeline capable of processsing a scientific image in Node.js. 🎉 \ No newline at end of file diff --git a/packages/core/python/itkwasm/docs/development/hacking_itk_wasm.md b/packages/core/python/itkwasm/docs/development/hacking_itk_wasm.md new file mode 100644 index 000000000..e68770aff --- /dev/null +++ b/packages/core/python/itkwasm/docs/development/hacking_itk_wasm.md @@ -0,0 +1,69 @@ +# Hacking ITK-Wasm + +Thank you for contributing a pull request! + +**Welcome to the ITK community!** + +We are glad you are here and appreciate your contribution. Please keep in mind our [community participation guidelines](https://github.com/InsightSoftwareConsortium/ITK/blob/main/CODE_OF_CONDUCT.md). + +### Build dependencies + +- [Node.js / NPM](https://nodejs.org/en/download/) +- [Docker](https://docs.docker.com/install/) + * On Linux, make sure you can run [`docker` without `sudo`](https://askubuntu.com/questions/477551/how-can-i-use-docker-without-sudo). + * On Windows, we recommend [WSL 2 with Docker enabled](https://docs.docker.com/desktop/windows/wsl/). +- Bash + +### Building + +To build itk-wasm itself: +```sh +npm install +npm run build +``` + +Run the tests: +```sh +npm test +``` + +Serve the documentation: +```sh +npm i -g docsify +docsify serve ./docs/ +``` + +Create a debug build (see also: [the debugging example](/cxx/tutorial/debugging.html)): + +```sh +# pull the latest debug Docker images +./src/docker/pull.sh +git clean -fdx +npm install +npm run build:debug +``` + +To step into itk-wasm source from a browser Wasm module: In the C/C++ DevTools browser +extension, add a path substitution for `/ITKWebAssemblyInterface/` that points to the +root directory of your itk-wasm repository. This is in addition to the `/work/` +substitution for your Wasm module's source code. + +Example: `/ITKWebAssemblyInterface/` -> `/home/dingbat/src/itk-wasm/` + +### Add test data + +To prevent Git repository bloat, we add testing data through [CMake content links](https://blog.kitware.com/cmake-externaldata-using-large-files-with-distributed-version-control/) of [Content Identifiers (CIDs)](https://proto.school/anatomy-of-a-cid). To add new test data, + +1. Upload the data and download its content link *.cid* file with the [CMake w3 ExternalData Upload Tool](https://cmake-w3-externaldata-upload.on.fleek.co/) +2. Move the *.cid* file to *itk-wasm/test/Input/* +3. Reference the content link with a `DATA{}` call in *itk-wasm/test/CMakeLists.txt*. + +### Contributing + +We use [semantic-release](https://github.com/semantic-release/semantic-release) for handling the change log and version. Therefore, we recommend using the following command line when creating a commit: + +```sh +$ npm run commit +``` + +Otherwise you can follow the specification available [here](https://gist.github.com/stephenparish/9941e89d80e2bc58a153). diff --git a/packages/core/python/itkwasm/docs/development/itk_js_to_itk_wasm_migration_guide.md b/packages/core/python/itkwasm/docs/development/itk_js_to_itk_wasm_migration_guide.md new file mode 100644 index 000000000..cf0811917 --- /dev/null +++ b/packages/core/python/itkwasm/docs/development/itk_js_to_itk_wasm_migration_guide.md @@ -0,0 +1,146 @@ +# Migration Guide: From itk.js to itk-wasm + +*Note: itk-wasm is currently in the beta development stage. The interface is relatively stable while functionality is currently being fleshed out. Updates for the rest of the documentation for changes from itk.js to itk-wasm is in progress. Last updated August 5th, 2023.* + +**itk-wasm** is a major upgrade with a focus on universal, performant computing in WebAssembly. The itk.js to itk-wasm transition also brings improvements, including modern, elegant programming interfaces, accelerated performance, and execution beyond JavaScript thanks to [WASI](https://wasi.dev). + +Most itk.js client code will simply need to update its import statements to leverage itk-wasm. However, there are also other more advanced changes. A description of the changes, their motivation, and example migration code can be found below. + +## Module import statements + +Browser module `import` statements have changed from: + +```js +import IntTypes from 'itk/IntTypes' +``` + +to: + + +```js +import { IntTypes } from 'itk-wasm' +``` + +Node module import migration: + +From: + +```js +const IntTypes = require('itk/IntTypes.js') +``` + +to: + +```js +import { IntTypes } from 'itk-wasm' +``` + +## TypeScript support + +Typescript support was added, but, of course, you can still just use JavaScript if you wish. In itk-wasm, adoption of modern JavaScript constructs was extended, e.g. classes. + +## Bundlers + +ECMAScript Module (ESM) support was improved. + +There is now an improved approach for web workers for bundlers, CORS constraints. + +## IO modules are available in separate packages. + +IO modules are now installed in separate npm packages to limit the `itk-wasm` package size. You can install only the packages that you need. + +The version of these packages follow the `itk-wasm` package version and should be kept in sync. The io packages are: + +1. `itk-image-io` +2. `itk-mesh-io` +3. `@itk-wasm/dicom` + +An example that vendors these package's webassembly assets into an application for deployment can be found in the [Webpack Example](https://github.com/InsightSoftwareConsortium/itk-wasm/tree/main/examples/Webpack). + +### DICOM image IO functions + +The following DICOM image IO functions have been migrated to the `@itk-wasm/dicom` package. Their interface changed in some cases. + +1. `readImageLocalDICOMFileSeries` -> `readImageDicomFileSeriesNode` +1. `readImageDICOMFileSeries` -> `readImageDicomFileSeries` +1. `readImageDICOMArrayBufferSeries` -> `readImageDicomFileSeries` +1. `readDICOMTags` -> `readDicomTags` +1. `readDICOMTagsArrayBuffer` -> `readDicomTags` +1. `readDICOMTagsLocalFile` -> `readDicomTagsNode` + +## itkConfig.js content and usage + +The `itkConfig.js` specifies where to look for the io webassembly modules and an optional default base URL for pipeline modules. + +The default `itkConfig.js` is configured to use the [JsDelivr](https://www.jsdelivr.com/) CDN, but you may want to override this default. + +In the [Webpack Example](https://github.com/InsightSoftwareConsortium/itk-wasm/tree/main/examples/Webpack) the io webassembly module assets are vendored into `/itk` directories, this module looks like: + +```js +const itkConfig = { + pipelineWorkerUrl: '/itk/web-workers/bundles/pipeline-worker.js', + imageIOUrl: '/itk/image-io', + meshIOUrl: '/itk/mesh-io', + pipelinesUrl: '/itk/pipelines', +} + +export default itkConfig +``` + +And it can be injected into an application bundle by setting defining `alias`'s to the configuration module for `../itkConfig.js` and `../../itkConfig.js`. For other override configuration options, see the [Webpack](https://github.com/InsightSoftwareConsortium/itk-wasm/tree/main/examples/Webpack) and Rollup (todo) examples. + +## CLI options + +The `--image, -i` command line option for the `build` subcommand is now a global option for all subcommands. For examples + +``` +itk-wasm build --image itkwasm/emscripten src/dir +``` + +is now: + +``` +itk-wasm --image itkwasm/emscripten --source-dir src/dir build +``` + +## Image data structure + +The `itk.Image.direction` is now directly a `Float64Array` -- `itk.Matrix` has been removed. + +Addresses an important issue in image orientation support. + +For compatibility with vtk.js `vtkImageData`, use vtk.js [vtkITKHelper](https://kitware.github.io/vtk-js/api/Common_DataModel_ITKHelper.html) 23.4.1 or later ([vtkITKHelper.convertItkToVtkImage example](https://kitware.github.io/vtk-js/examples/ItkWasmVolume.html)). + +## Pixel type, component type identifiers + +`PixelTypes`, used in `imageType.pixelType`, is now a string enumeration to make the type immediately evident in JSON serializations. + +`IntTypes` and `FloatTypes` string identifiers have new string identifiers with explicit sizes. + +## Image file format + +The JSON file format is replaced by a Wasm file format with a different layout. A directory ending in `.iwi` or a `.iwi.cbor` file is supported for images and a directory ending in `.iwm` and `.iwm.cbor` is supported for meshes and geometry data structures. + +## Node Sync functions + +Node `*Sync` functions have been removed -- use the equivalent async versions instead. + +## VTK support + +The VTK Docker images, VTK PolyData IO, `readPolyDataFile`, `readPolyDataBlob`, `readPolyDataArrayBuffer`, based on VTK were removed. + +## GE image file formats + +Support for the legacy GE image file formats, i.e. GE4, GE5, GEAdw, is no longer provided. + +## IOTypes + +The use of `IOTypes` in pipelines is deprecated and not expected to work in the future. These have been replaced by `InterfaceTypes`. + +## Argument order when writing image, mesh binaries + +The `useCompression` argument is now last in `writeArrayBuffer`, `writeImageArrayBuffer`, `writeImageLocalFile`, `writeMeshArrayBuffer`, `writeMeshLocalFile`. + +## runPipeline + +`runPipelineBrowser` was renamed to `runPipeline`. \ No newline at end of file diff --git a/packages/core/python/itkwasm/docs/index.md b/packages/core/python/itkwasm/docs/index.md index 5031630e9..0ab60d2ca 100644 --- a/packages/core/python/itkwasm/docs/index.md +++ b/packages/core/python/itkwasm/docs/index.md @@ -9,6 +9,7 @@ itkwasm [![Examples](https://github.com/InsightSoftwareConsortium/itk-wasm/actions/workflows/examples.yml/badge.svg)](https://github.com/InsightSoftwareConsortium/itk-wasm/actions/workflows/examples.yml) [![Toolchains](https://github.com/InsightSoftwareConsortium/itk-wasm/actions/workflows/toolchains.yml/badge.svg)](https://github.com/InsightSoftwareConsortium/itk-wasm/actions/workflows/toolchains.yml) [![JavaScript,TypeScript](https://github.com/InsightSoftwareConsortium/itk-wasm/actions/workflows/javascript-typescript.yml/badge.svg)](https://github.com/InsightSoftwareConsortium/itk-wasm/actions/workflows/javascript-typescript.yml) [![Python WASM](https://github.com/InsightSoftwareConsortium/itk-wasm/actions/workflows/python-wasm.yml/badge.svg)](https://github.com/InsightSoftwareConsortium/itk-wasm/actions/workflows/python-wasm.yml) [![C++,Native Python](https://github.com/InsightSoftwareConsortium/itk-wasm/actions/workflows/cxx-python.yml/badge.svg)](https://github.com/InsightSoftwareConsortium/itk-wasm/actions/workflows/cxx-python.yml) [![WASI](https://github.com/InsightSoftwareConsortium/itk-wasm/actions/workflows/wasi.yml/badge.svg)](https://github.com/InsightSoftwareConsortium/itk-wasm/actions/workflows/wasi.yml) +[![npm version](https://badge.fury.io/js/itk-wasm.svg)](https://www.npmjs.com/package/itk-wasm) [![itkwasm version](https://badge.fury.io/py/itkwasm.svg)](https://pypi.org/project/itkwasm/) [![DOI](https://zenodo.org/badge/45812381.svg)](https://zenodo.org/badge/latestdoi/45812381) @@ -27,21 +28,51 @@ The project provides tools to *itk-wasm* can be used to execute [ITK](https://www.itk.org/) or arbitrary C++ codes in the browser, on the command line, and in languages like Python via [WASI](https://wasi.dev/) and [Emscripten](https://emscripten.org) runtimes. -This site provides the Python documentation. There is also [C++ and JavaScript/TypeScript documentation](https://wasm.itk.org/). +```{toctree} +:hidden: +:maxdepth: 3 +:caption: 👋 Introduction + +introduction/packages.md +introduction/file_formats/index.md +``` ```{toctree} :hidden: -introduction.md -packages.md -numpy.md -itk_python.md +:maxdepth: 3 +:caption: 🌐 JavaScript/TypeScript + +typescript/interface_types/index.md +typescript/index.md +typescript/distribution/index.md ``` ```{toctree} :hidden: :maxdepth: 3 -:caption: 📖 Reference +:caption: 🐍 Python +python/introduction.md +python/numpy.md +python/itk_python.md apidocs/index.rst -C++/JavaScript Docs +``` + +```{toctree} +:hidden: +:maxdepth: 3 +:caption: 📖 C++ Wasm Processing Pipelines + +cxx/installation.md +cxx/tutorial/index.md +cxx/interface_types.md +``` + +```{toctree} +:hidden: +:maxdepth: 3 +:caption: 🔨 ITK-Wasm Development + +development/hacking_itk_wasm.md +development/itk_js_to_itk_wasm_migration_guide.md ``` diff --git a/packages/core/python/itkwasm/docs/introduction/file_formats/dicom.md b/packages/core/python/itkwasm/docs/introduction/file_formats/dicom.md new file mode 100644 index 000000000..d4598ae3a --- /dev/null +++ b/packages/core/python/itkwasm/docs/introduction/file_formats/dicom.md @@ -0,0 +1,44 @@ +# Supported DICOM File Formats + +The DICOM standard defines how various medical media, such as images, reports, +waveforms, annotations, and measurements, are to be stored and accessed +([SOP classes](https://dicom.nema.org/medical/dicom/current/output/chtml/part04/chapter_6.html)). + +Since itk-wasm builds upon [ITK](https://github.com/InsightSoftwareConsortium/ITK), +it already has significant support for reading DICOM and other medical image file formats. +ITK’s DICOM reading capabilities are mainly supported through third-party libraries, namely GDCM and DCMTK. +We have tested our support for the following classes, and will continue to expand this list +in the future: + +## Supported image classes + +- Computed Tomography (CT) +- Enhanced CT Image +- Magnetic Resonance (MR) +- Enhanced MR Image +- Computed Radiography Image (CR) +- Digital Mammography X-Ray Image +- Digital X-Ray Image +- Positron Emission Tomography Image +- Nuclear Medicine Image +- Ultrasound Image +- Ultrasound Multi-frame Image +- Secondary Capture Image +- Multi-frame Secondary Capture Image +- Segmentation Storage + +For other image formats see: [Images](./images) + + +There also certain SOP classes that store non-image related medical information. + +## Supported non-image classes + +- Basic, Enhanced, Comprehensive Structured Report (SR) +- X-Ray Radiation Dose Report (SR) +- Key Object Selection Document (SR) +- Encapsulated PDF Storage +- Grayscale Softcopy Presentation State Storage SOP Class (GSPS) +- Color Softcopy Presentation State Storage SOP Class (CSPS) + + diff --git a/packages/core/python/itkwasm/docs/introduction/file_formats/images.md b/packages/core/python/itkwasm/docs/introduction/file_formats/images.md new file mode 100644 index 000000000..dde3468f4 --- /dev/null +++ b/packages/core/python/itkwasm/docs/introduction/file_formats/images.md @@ -0,0 +1,25 @@ +# Supported Image File Formats + +Read and write to and from [`Image`](/typescript/interface_types/Image.html) is supported. For visualization with [vtk.js](https://kitware.github.io/vtk-js/index.html), use [`convertItkToVtkImage`](https://kitware.github.io/vtk-js/api/Common_DataModel_ITKHelper.html). + +- [BioRad](https://www.bio-rad.com/) +- [BMP](https://en.wikipedia.org/wiki/BMP_file_format) +- [DICOM](https://dicom.nema.org/) +- [DICOM Series](https://dicom.nema.org/) +- [ITK HDF5](https://support.hdfgroup.org/HDF5/) +- [JPEG](https://en.wikipedia.org/wiki/JPEG_File_Interchange_Format) +- [Gipl (Guys Image Processing Lab)](https://www.ncbi.nlm.nih.gov/pubmed/12956259) +- [LSM](https://www.openwetware.org/wiki/Dissecting_LSM_files) +- [MetaImage](https://itk.org/Wiki/ITK/MetaIO/Documentation) +- [MINC 2.0](https://en.wikibooks.org/wiki/MINC/SoftwareDevelopment/MINC2.0_File_Format_Reference) +- [MGH](https://surfer.nmr.mgh.harvard.edu/fswiki/FsTutorial/MghFormat) +- [MRC](http://www.ccpem.ac.uk/mrc_format/mrc_format.php) +- [NifTi](https://nifti.nimh.nih.gov/nifti-1) +- [NRRD](http://teem.sourceforge.net/nrrd/format.html) +- [Portable Network Graphics (PNG)](https://en.wikipedia.org/wiki/Portable_Network_Graphics) +- [Tagged Image File Format (TIFF)](https://en.wikipedia.org/wiki/TIFF) +- [VTK legacy file format for images](https://www.vtk.org/VTK/img/file-formats.pdf) +- [Scanco microCT volume file format](https://www.scanco.ch/en/support/customer-login/faq-customers/faq-customers-import-export.html) +- [Varian FDF](https://github.com/InsightSoftwareConsortium/ITKIOFDF) + +For visualization with [vtk.js](https://kitware.github.io/vtk-js/index.html), use [`vtkITKHelper.convertItkToVtkImage`](https://kitware.github.io/vtk-js/api/Common_DataModel_ITKHelper.html) ([example](https://kitware.github.io/vtk-js/examples/ItkWasmVolume.html)). \ No newline at end of file diff --git a/packages/core/python/itkwasm/docs/introduction/file_formats/index.md b/packages/core/python/itkwasm/docs/introduction/file_formats/index.md new file mode 100644 index 000000000..c2ae78e3d --- /dev/null +++ b/packages/core/python/itkwasm/docs/introduction/file_formats/index.md @@ -0,0 +1,26 @@ +# File Formats + +While IO modules are available to work with a number of [scientific image](./images) and [mesh](./meshes) file formats, itk-wasm execution pipeline WebAssembly modules only support the itk-wasm file formats by default. This ensures that size of the WebAssembly pipeline binary is minimal. + +## itk-wasm file formats + +itk-wasm provides its own file formats. itk-wasm file formats are a performant, one-to-one mapping to the spatial [interface types](/typescript/interface_types/index) in a simple JSON + binary array buffer format. + +The formats can be output in a directory or bundled in a single `.cbor` file. + +The itk-wasm file formats are available in the itk-wasm IO functions, but also in C++ via the *WebAssemblyInterface* ITK module and through native binary Python bindings via the *itk-webassemblyinterface* Python package. + +
      +
      ITK Wasm Image (.iwi, .iwi.cbor)
      Serialization of an Image.
      +
      ITK Wasm Mesh (.iwm, .iwm.cbor)
      Serialization of a Mesh, or PolyData.
      +
      + + +```{toctree} +:hidden: +:maxdepth: 3 + +images.md +meshes.md +dicom.md +``` \ No newline at end of file diff --git a/packages/core/python/itkwasm/docs/introduction/file_formats/meshes.md b/packages/core/python/itkwasm/docs/introduction/file_formats/meshes.md new file mode 100644 index 000000000..02bb411a9 --- /dev/null +++ b/packages/core/python/itkwasm/docs/introduction/file_formats/meshes.md @@ -0,0 +1,13 @@ +# Supported Mesh and Point Set File Formats + +Read and write to and from [`Mesh`](/typescript/interface_types/Mesh.html) is supported. + +- [BYU Geometry File Format](http://www.eg-models.de/formats/Format_Byu.html) +- [FreeSurfer surface file formats, binary and ASCII](http://www.grahamwideman.com/gw/brain/fs/surfacefileformats.htm) +- [OFF Object Format](https://en.wikipedia.org/wiki/OFF_%28file_format%29) +- [STL Stereolithography CAD software created by 3D Systems](https://en.wikipedia.org/wiki/STL_%28file_format%29) +- [SWC Neuron Morphology](https://swc-specification.readthedocs.io/en/latest/) +- [Wavefront OBJ geometry file format](https://en.wikipedia.org/wiki/Wavefront_.obj_file) +- [VTK legacy file format for vtkPolyData](https://www.vtk.org/wp-content/uploads/2015/04/file-formats.pdf) + +For visualization with [vtk.js](https://kitware.github.io/vtk-js/index.html), use itk-wasm `meshToPolyData` and [`vtkITKHelper.convertItkToVtkPolyData`](https://kitware.github.io/vtk-js/api/Common_DataModel_ITKHelper.html) ([example](https://kitware.github.io/vtk-js/examples/ItkWasmGeometry.html)). diff --git a/packages/core/python/itkwasm/docs/introduction/packages.md b/packages/core/python/itkwasm/docs/introduction/packages.md new file mode 100644 index 000000000..8f8faa4dc --- /dev/null +++ b/packages/core/python/itkwasm/docs/introduction/packages.md @@ -0,0 +1,21 @@ +# Packages + +Example packages built with itk-wasm can be found below. If you created a +package, please [open a pull +request](https://github.com/InsightSoftwareConsortium/itk-wasm/compare) to add it to the table! + +| Repository | Thumbnail | Description | Links | +|-----------------------------|:----------------:|------------------------------|:----------------------:| +| [@itk-wasm/compress-stringify][compress-stringify-repo] | | *Zstandard compression and decompression and base64 encoding and decoding in WebAssembly.* | ![js][js-logo] ![ts][ts-logo]
      [💻 Demo][compress-stringify-demo-js]
      [🕮 Docs][compress-stringify-docs-js]
      [📦 Package][compress-stringify-package-js]

      ![py][py-logo]
      [💻 Demo][compress-stringify-demo-py]
      [🕮 Docs][compress-stringify-docs-py]
      [📦 Package][compress-stringify-package-py] | + +[js-logo]: /_static/javascript-logo.svg +[ts-logo]: /_static/typescript-logo.svg +[py-logo]: /_static/python.svg + +[compress-stringify-repo]: https://github.com/InsightSoftwareConsortium/itk-wasm/tree/main/packages/compress-stringify +[compress-stringify-demo-js]: https://itk-compress-stringify-app.on.fleek.co/ +[compress-stringify-docs-js]: https://itk-compress-stringify-docs.on.fleek.co/ +[compress-stringify-package-js]: https://www.npmjs.com/package/@itk-wasm/compress-stringify> +[compress-stringify-demo-py]: https://itk-compress-stringify-py-app.on.fleek.co/ +[compress-stringify-docs-py]: https://itk-wasm-compress-stringify-python-docs.on.fleek.co/ +[compress-stringify-package-py]: https://pypi.org/project/itkwasm-compress-stringify/ diff --git a/packages/core/python/itkwasm/docs/packages.md b/packages/core/python/itkwasm/docs/packages.md deleted file mode 100644 index cd18089ed..000000000 --- a/packages/core/python/itkwasm/docs/packages.md +++ /dev/null @@ -1,14 +0,0 @@ -# Packages - -Example packages built with itk-wasm can be found below. If you created a -package, please [open a pull -request](https://github.com/InsightSoftwareConsortium/itk-wasm/compare) to add it to the table! - -| Repository | Description | Links | -|-----------------------------|------------------------------|:----------------------:| -| [itkwasm-compress-stringify][compress-stringify-repo] | *Zstandard compression and decompression and base64 encoding and decoding in WebAssembly.* | [💻][compress-stringify-demo-py]  [🕮][compress-stringify-docs-py]  [📦][compress-stringify-package-py] | - -[compress-stringify-repo]: https://github.com/InsightSoftwareConsortium/itk-wasm/tree/main/packages/compress-stringify -[compress-stringify-demo-py]: https://itk-compress-stringify-py-app.on.fleek.co/ -[compress-stringify-docs-py]: https://itk-wasm-compress-stringify-python-docs.on.fleek.co/ -[compress-stringify-package-py]: https://pypi.org/project/itkwasm-compress-stringify/ diff --git a/packages/core/python/itkwasm/docs/introduction.md b/packages/core/python/itkwasm/docs/python/introduction.md similarity index 97% rename from packages/core/python/itkwasm/docs/introduction.md rename to packages/core/python/itkwasm/docs/python/introduction.md index b96ae8b76..3f5b6604c 100644 --- a/packages/core/python/itkwasm/docs/introduction.md +++ b/packages/core/python/itkwasm/docs/python/introduction.md @@ -18,7 +18,8 @@ At a system level, Linux, macOS, and Windows operating systems are supported on There is a primary, pip-installable Python package. In browser environments, this will pull a corresponding [Emscripten](https://emscripten.org)-enabled Python package. For system Python distributions, this will bring in a corresponding [WASI](https://wasi.dev)-enabled Python package. When GPU-accelerated implementations of functions are available in other packages along with required hardware and software, simply pip-installing the accelerator package will cause function calls to invoke accelerated overrides registered with modern [package metadata](https://packaging.python.org/en/latest/guides/creating-and-discovering-plugins/#using-package-metadata). -![environment dispatch diagram](_static/environment-dispatch-mermaid.svg) +![environment dispatch diagram](/_static/environment-dispatch-mermaid.svg) + ## Browser and system APIs diff --git a/packages/core/python/itkwasm/docs/itk_python.md b/packages/core/python/itkwasm/docs/python/itk_python.md similarity index 100% rename from packages/core/python/itkwasm/docs/itk_python.md rename to packages/core/python/itkwasm/docs/python/itk_python.md diff --git a/packages/core/python/itkwasm/docs/numpy.md b/packages/core/python/itkwasm/docs/python/numpy.md similarity index 100% rename from packages/core/python/itkwasm/docs/numpy.md rename to packages/core/python/itkwasm/docs/python/numpy.md diff --git a/packages/core/python/itkwasm/docs/typescript/browser_io.md b/packages/core/python/itkwasm/docs/typescript/browser_io.md new file mode 100644 index 000000000..4e96a4f86 --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/browser_io.md @@ -0,0 +1,240 @@ +# Web Browser Input/Output + +These Input/Output (IO) functions can be used from within a web browser's JavaScript runtime. *itk-wasm* is best tested in Chrome, but it is used and designed to work on Chrome, Firefox, Microsoft Edge, Safari, and other browsers, including mobile browsers. In general, older browsers will function, but users on newer browsers will experience improved performance. + +The *itk-wasm* IO functions convert native brower objects, [`File`](https://developer.mozilla.org/en-US/docs/Web/API/File)'s, [`Blob`](https://developer.mozilla.org/en-US/docs/Web/API/Blob)'s, and [`ArrayBuffer`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/ArrayBuffer)'s to / from JavaScript objects with [`TypedArray`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray)'s for binary data. + +Most of these functions return a [`Promise`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Promise). + +These functions return the [`WebWorker`](https://developer.mozilla.org/en-US/docs/Web/API/Web_Workers_API/Using_web_workers) used for computation. They also optionally accept a web worker from a previous execution as their first argument -- pass the worker generated from execution or `null` if one is not available. Re-using workers can greatly improve performance. + +--- + +## `readFile` + +```ts +readFile(webWorker: Worker | null, file: File): + Promise<{ webWorker: Worker, image: Image, mesh: Mesh }> +``` + +*Read an image or mesh or poly data from a [`File`](https://developer.mozilla.org/en-US/docs/Web/API/File).* + + +## `readBlob` + +```ts +readBlob(webWorker: Worker | null, blob: Blob, fileName: string, + mimeType?: string): + Promise<{ webWorker: Worker, image?: Image, mesh?: Mesh }> +``` + +*Read an image or mesh or poly data from a [`Blob`](https://developer.mozilla.org/en-US/docs/Web/API/Blob). `fileName` is a string with the file name. `mimeType` is an optional mime-type string.* + +## `readArrayBuffer` + +```ts +readArrayBuffer(webWorker: Worker | null, arrayBuffer: ArrayBuffer, fileName: string, + mimeType?: string): + Promise<{ webWorker: Worker, image?: Image | mesh?: Mesh }> +``` + +*Read an image or mesh from an [`ArrayBuffer`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/ArrayBuffer). `fileName` is a string with the file name. `mimeType` is an optional mime-type string.* + +## `writeArrayBuffer` + +```ts +writeArrayBuffer(webWorker: Worker | null, imageOrMesh: Image | Mesh, fileName: string, + mimeType: string = '', useCompression: boolean = false): + Promise<{ webWorker: Worker, arrayBuffer: ArrayBuffer }> +``` + +*Write an image or mesh to a an [`ArrayBuffer`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/ArrayBuffer).* + +- *imageOrMesh*: [`Image`](/api/Image) or [`Mesh`](/api/Mesh) instance to write +- *fileName*: name that would be used for the resulting file +- *mimeType*: optional mime-type for the resulting file +- *useCompression*: compress the pixel data when possible + +--- + +## `readImageFile` + +```ts +readImageFile(webWorker: Worker | null, file: File): + Promise<{ webWorker: Worker, image: Image }> +``` + +*Read an image from a [File](https://developer.mozilla.org/en-US/docs/Web/API/File).* + +## `readImageBlob` + +```ts +readImageBlob(webWorker: Worker | null, blob: Blob, fileName: string, + options: { componentType?: IntTypes | FloatTypes, pixelType?: PixelTypes, mimeType?: string }): + Promise<{ webWorker: Worker, image: Image }> +``` + +*Read an image from a [`Blob`](https://developer.mozilla.org/en-US/docs/Web/API/Blob). `fileName` is a string with the file name. `mimeType` is an optional mime-type string.* + +## `readImageArrayBuffer` + +```ts +readImageArrayBuffer(webWorker: Worker | null, arrayBuffer: ArrayBuffer, fileName: string, + options: { componentType?: IntTypes | FloatTypes, pixelType?: PixelTypes, mimeType?: string }): + Promise<{ webWorker: Worker, image: Image }> +``` + +*Read an image from an [`ArrayBuffer`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/ArrayBuffer). `fileName` is a string with the file name. `mimeType` is an optional mime-type string.* + +## `readImageHTTP` + +```ts +readImageHTTP(url: string): + Promise +``` + +*Read a server-side generated image created with [`itk::WasmImageIO`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/include/itkWasmImageIO.h). The `url` should point to a directory ending with `.iwi`. Inside the directory, an `index.json` file should be served, along with the pixel and direction buffer file at `${url}/data/data.raw` and `${url}/data/direction.raw`, respectively.* + +## `readImageFileSeries` + +```ts +readImageFileSeries(fileList: File[] | FileList, + options: { zSpacing?: number = 1.0, zOrigin?: number = 0.0, sortedSeries?: boolean = false, }): + Promise<{ image: Image, webWorkerPool: WorkerPool }> +``` + +*Read an image from a series of [`File`](https://developer.mozilla.org/en-US/docs/Web/API/File)'s or [`Blob`](https://developer.mozilla.org/en-US/docs/Web/API/Blob)'s stored in an [`Array`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array) or [`FileList`](https://developer.mozilla.org/en-US/docs/Web/API/FileList).* + +`zSpacing` and `zOrigin` arguments enable specification of the spacing and origin in the third dimension. + +By default, files are sorted by name, lexicographically. To sort by a different method, sort the files first, then set `sortedSeries` to `true`. + +The used `webWorkerPool` is returned to enable resource cleanup by calling `.terminateWorkers()`. + +## `readImageDICOMFileSeries` + +```ts +readImageDICOMFileSeries(fileList: File[] | FileList, + options: { componentType?: IntTypes | FloatTypes, pixelType?: PixelTypes, singleSortedSeries?: boolean = false }): + Promise<{ image: Image, webWorkerPool: WorkerPool }> +``` + +*Read an image from a series of DICOM [`File`](https://developer.mozilla.org/en-US/docs/Web/API/File)'s or [`Blob`](https://developer.mozilla.org/en-US/docs/Web/API/Blob)'s stored in an [`Array`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array) or [`FileList`](https://developer.mozilla.org/en-US/docs/Web/API/FileList).* + +If the files are known to be from a single, sorted series, the last argument can be set to true for performance. + +The used `webWorkerPool` is returned to enable resource cleanup by calling `.terminateWorkers()`. + +## `readImageDICOMArrayBufferSeries` + +```ts +readImageDICOMArrayBufferSeries(arrayBuffers: ArrayBuffer[], + options: { componentType?: IntTypes | FloatTypes, pixelType?: PixelTypes, singleSortedSeries?: boolean = false }): + Promise<{ image: Image, webWorkerPool: WorkerPool }> +``` + +*Read an image from a series of DICOM [`ArrayBuffer`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/ArrayBuffer)[`ArrayBuffer`]s stored in an [`Array`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array).* + +If the files are known to be from a single, sorted series, the last argument can be set to true for performance. + +The used `webWorkerPool` is returned to enable resource cleanup by calling `.terminateWorkers()`. + +## `readDICOMTags` + +```ts +readDICOMTags(webWorker: Worker | null, file: File, tags: string[] | null = null): + Promise<{ tags: Map, webWorker: Worker }> +``` + +*Read tags from a DICOM [`File`](https://developer.mozilla.org/en-US/docs/Web/API/File).* + +Tags should be of the form `"GGGG|EEEE"`, where `GGGG` is the group ID in hex and `EEEE` is the element ID in hex. As an example, "0010|0010" is the PatientID. +Hexadecimal strings are treated case-insensitively. +A web worker object can be optionally provided to re-use a previously created web worker. +Otherwise, leave this null. + +Returns: +- *tags*: a [Map](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Map) containing the mapping from tag to tag value. +- *webWorker*: a webworker that can be re-used. + +## `readDICOMTagsArrayBuffer` + +```ts +readDICOMTagsArrayBuffer(webWorker: Worker | null, arrayBuffer: ArrayBuffer, + tags: string[] | null = null): + Promise<{ tags: Map, webWorker: Worker }> +``` + +*Read tags from a DICOM [`ArrayBuffer`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/ArrayBuffer).* + +Tags should be of the form `"GGGG|EEEE"`, where `GGGG` is the group ID in hex and `EEEE` is the element ID in hex. As an example, "0010|0010" is the PatientID. +Hexadecimal strings are treated case-insensitively. +A web worker object can be optionally provided to re-use a previously created web worker. +Otherwise, leave this null. + +Returns: + +- *tags*: a [Map](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Map) containing the mapping from tag to tag value. +- *webWorker*: a webworker that can be re-used. + +## `writeImageArrayBuffer` + +```ts +writeImageArrayBuffer(webWorker: Worker | null, image: Image, fileName: string, + options: { mimeType?: string, useCompression?: boolean = false }): + Promise<{ webWorker: Worker, arrayBuffer: ArrayBuffer }> +``` + +*Write an image to a an [`ArrayBuffer`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/ArrayBuffer).* + +*image*: [`Image`](/api/Image) instance to write +*fileName*: name that would be used for the resulting file +*mimeType*: optional mime-type for the resulting file +*useCompression*: compress the pixel data when possible + +--- + +## `readMeshFile` + +```ts +readMeshFile(webWorker: Worker | null, file: File): + Promise<{ webWorker: Worker, mesh: Mesh }> +``` + +*Read a mesh from a [`File`](https://developer.mozilla.org/en-US/docs/Web/API/File).* + +## `readMeshBlob` + +```ts +readMeshBlob(webWorker: Worker | null, blob: Blob, fileName: string, + mimeType?: string): + Promise<{ webWorker: Worker, mesh: Mesh }> +``` + +*Read an mesh from a [`Blob`](https://developer.mozilla.org/en-US/docs/Web/API/Blob). `fileName` is a string with the file name. `mimeType` is an optional mime-type string.* + +## `readMeshArrayBuffer` + +```ts +readMeshArrayBuffer(webWorker: Worker | null, arrayBuffer: ArrayBuffer, fileName: string, mimeType?: string): + Promise<{ webWorker: Worker, mesh: Mesh }> +``` + +*Read an mesh from an [`ArrayBuffer`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/ArrayBuffer). `fileName` is a string with the file name. `mimeType` is an optional mime-type string.* + + +## `writeMeshArrayBuffer` + +```ts +writeMeshArrayBuffer(webWorker: Worker | null, mesh: Mesh, fileName: string, + mimeType?f: string, options?: { useCompression?: boolean, binaryFileType?: boolean }): + Promise<{ webWorker: Worker, arrayBuffer: ArrayBuffer }> +``` + +*Write an mesh to a an [`ArrayBuffer`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/ArrayBuffer).* + +- *mesh*: [`Mesh`](/api/Mesh) instance to write +- *fileName*: name that would be used for the resulting file +- *mimeType*: optional mime-type for the resulting file +- *useCompression*: compress the pixel data when possible +- *binaryFileType*: write in a binary as opposed to a ascii format, if possible \ No newline at end of file diff --git a/packages/core/python/itkwasm/docs/typescript/browser_pipelines.md b/packages/core/python/itkwasm/docs/typescript/browser_pipelines.md new file mode 100644 index 000000000..042c64bbd --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/browser_pipelines.md @@ -0,0 +1,76 @@ +# Web Browser Processing Pipelines + +These processing pipeline execution functions can be used from within a web browser. + +Most of these functions return a [`Promise`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Promise). + +These functions return the [`WebWorker`](https://developer.mozilla.org/en-US/docs/Web/API/Web_Workers_API/Using_web_workers) used for computation. They also optionally accept a web worker from a previous execution as their first argument -- pass the worker generated from execution or `null` if one is not available. + +--- + +## `runPipeline` + +```ts +runPipeline(webWorker: Worker | null | boolean, + pipelinePath: string | URL, + args: string[], + outputs: PipelineOutput[] | null, + inputs: PipelineInput[] | null + pipelineBaseUrl: string | URL = 'pipelinesUrl', + pipelineWorkerUrl?: string | URL | null, + ): + Promise<{ + returnValue: number, + stdout: string, + stderr: string, + outputs: PipelineOutput[], + webWorker: Worker, + }> +``` + +*Run an itk-wasm Emscripten module in a web browser.* + +### `webWorker` + +Re-use a WebWorker generated by a previous call to `runPipeline`. Usually, `null` is passed here instead, which will result in generation of a new WebWorker. If `false` is passed, the pipeline will be instead executed in the current context. + +### `pipelinePath` + +Pipeline module path, without `.js` or `.wasm` extensions. Can be the basename of the pipeline or a full URL to the pipeline. + +### `args` + +A JavaScript Array of strings to pass to the execution of the `main` function, i.e. arguments that would be passed on the command line to a native executable. + +### `outputs` + +A JavaScript Array of desired [`PipelineOutput`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/src/pipeline/PipelineOutput.ts)'s that provide an interface `type` and an optional `path` when required by an interface type. + +- `type` is one of the [`InterfaceTypes`](/typescript/interface-types/index.html). +- `path` is the optional file path on the filesystem to write after execution has completed. + +### `inputs` + +A JavaScript Array of [`PipelineInput`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/src/pipeline/PipelineInput.ts)'s or `null` that provide an interface `type`, an optional `path` when required by an interface type, and the input `data`. + +- `type` is one of the [`InterfaceTypes`](/typescript/interface-types/index.html). +- `data` contains the corresponding data for the interface type. +- `path` is the optional file path on the filesystem to read after execution has completed. + +### `pipelineBaseUrl` + +When `pipelinePath` is a basename, this is the base URL for the pipeline module. + +### `pipelineWorkerUrl` + +Optional path or URL to the itk-wasm pipeline worker script. Fetched from JsDelivr by default. Set to `null` to use a version vendored by bundlers by Vite or WebPack. + +### Result + +Promise resolving a JavaScript object with the properties: + +- `returnValue`: Integer return code from the pipeline. +- `stdout`: Text sent to stdout +- `stderr`: Text sent to stderr +- `outputs`: An Array of [`PipelineOutput`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/src/pipeline/PipelineOutput.ts)'s with the `data` property populated. +- `webWorker`: WebWorker used for computation. Pass to another `runPipeline` call for re-use or call `terminate()` to clean up used resources. diff --git a/packages/core/python/itkwasm/docs/typescript/distribution/index.md b/packages/core/python/itkwasm/docs/typescript/distribution/index.md new file mode 100644 index 000000000..3fbe9a810 --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/distribution/index.md @@ -0,0 +1,13 @@ +# Distribution + +This sections walks through examples on how to distribution applications for deployment that depend on itk-wasm packages. + +```{toctree} +:maxdepth: 1 +:caption: 📦 Distribution + +umd.md +vite.md +webpack.md +node.md +``` \ No newline at end of file diff --git a/packages/core/python/itkwasm/docs/typescript/distribution/node.md b/packages/core/python/itkwasm/docs/typescript/distribution/node.md new file mode 100644 index 000000000..6cdbc8d95 --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/distribution/node.md @@ -0,0 +1,50 @@ +# itk-wasm in a Node.js application + +An `itk-convert` command line interface (CLI) example demonstrates how to use *itk-wasm* in a Node.js application. Find the full example in the `itk-wasm/examples/Node.js` [directory of the GitHub repository](https://github.com/InsightSoftwareConsortium/itk-wasm/tree/main/examples/Node.js). + +This example assumes you are creating a [Node.js package](https://docs.npmjs.com/getting-started/what-is-npm). If you do not already have a `package.json` file, [create one](https://docs.npmjs.com/getting-started/using-a-package.json), first. + +Add `itk-wasm` to your project's dependencies: + +```sh +npm install --save itk-wasm itk-image-io itk-mesh-io +``` + +This adds `itk-wasm` and `itk-wasm` IO packages to the `dependencies` section of your *package.json* file: + +```js +{ + "name": "itk-convert", + "version": "1.1.0", + "description": "Convert image or mesh files from one format to another.", + "type": "module", +[...] + "dependencies": { + "commander": "^8.2.0", + "itk-image-io": "^1.0.0-b.3", + "itk-mesh-io": "^1.0.0-b.3", + "itk-wasm": "^1.0.0-b.3" + } +} +``` + +Next, call functions like [`readLocalFile`](/typescript/node_io) or [`writeLocalFile`](/typescript/node_io). + +For example, + +```js +[...] +import { readLocalFile, writeLocalFile } from 'itk-wasm' + +const inputFile = program.args[0] +const outputFile = program.args[1] + +try { + const object = await readLocalFile(inputFile) + const useCompression = true + await writeLocalFile(object, outputFile, useCompression) +} catch (error) { + console.error('Error during conversion:\n') + console.error(error) +} +``` diff --git a/packages/core/python/itkwasm/docs/typescript/distribution/umd.md b/packages/core/python/itkwasm/docs/typescript/distribution/umd.md new file mode 100644 index 000000000..0b26b6baa --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/distribution/umd.md @@ -0,0 +1,125 @@ +# itk-wasm UMD module from a HTML script tag + +This example demonstrates how to use *itk-wasm* in a web browser application via its pre-built [UMD](https://github.com/umdjs/umd) module. This is an alternative to bundling the modules with the Webpack application, as shown in the [Webpack example](./webpack). In this example, we re-use the itk-wasm IO modules published on [jsdelivr.com](https://jsdelivr.com). Find the full example in the `itk-wasm/examples/UMD` [directory of the GitHub repository](https://github.com/InsightSoftwareConsortium/itk-wasm/tree/main/examples/UMD). + +Inside the HTML `head`, load the itk-wasm UMD script: + +```html + + [...] + + +``` + +Inside body JavaScript code, the `itk` object provides [itk-wasm API functions and objects](/typescript/index) as properties. + +```js + [...] + return itk.readFile(null, files[0]).then(function({ image, mesh, webWorker }) { + webWorker.terminate(); +``` + +These JavaScript itk-wasm components are used by the HTML, CSS, and JavaScript of [the full example](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/examples/UMD/dist/index.html) + +## Simple HTTP server + +Optionally, add an npm script that will start a local web server for development. + +``` + npm install --save-dev http-server +``` + +Next, define a `start` command to start a local development web server in the *scripts* section of the `package.json` file, + +```js + "scripts": { + "start": "http-server ./dist/" + }, +``` + +To start the development web server hosting the `./dist/` directory contents, run + +```sh +npm run start +``` + +![UMD Example](/_static/umd/umd_example.gif) + +## Testing with Cypress + +This section described how to configure browser-based testing with the [Cypress](https://www.cypress.io/) + +First, install Cypress and the `start-server-and-test` package. + +```sh +npm install --save-dev cypress start-server-and-test +``` + +The `start-server-and-test` tool can start our development server for testing with Cypress. + +Create directories to house our tests and test data: + +```sh +mkdir -p cypress/integration cypress/fixtures +``` + +Provide a test dataset: + +```sh +cp /path/to/cow.vtk cypress/fixtures/cow.vtk +``` + +Create our test script at *cypress/integration/load_data_spec.js*. The test files names should end in **_spec.js*. + +``` +describe('Load data', () => { + it('successfully loads a mesh', () => { + cy.visit('http://localhost:8080/') + cy.fixture('cow.vtk', null).then((cowBuffer) => { + cy.get('input[type=file]').selectFile({ contents: cowBuffer, fileName: 'cow.vtk' }) + cy.get('textarea').contains('"numberOfPoints": 2903,') + }) + }) +}) +``` + +Then, specify npm scripts to develop and debug the tests and run them in an automated way. + +```js + "scripts": { + "start": "http-server ./dist/" + "cypress:open": "npx cypress open", + "cypress:run": "npx cypress run", + "test:debug": "start-server-and-test start http://localhost:8080 cypress:open", + "test": "start-server-and-test start http://localhost:8080 cypress:run" + }, +``` + +To develop or debug tests, run + +```sh +npm run test:debug +``` + +This will open Cypress. Select the test to run: + + +![Select load_data_spec](/_static/umd/umd_select_load_data_spec.png) + +This will load the selected browser to see the test status and web page that is tested. You can also open the browser's development console. + +![Develop and debug tests](/_static/umd/umd_test_debug.png) + +To run the tests during continuous integration: + +```sh +npm run test +``` + +This will output the tests results in the console: + +![Console test output](/_static/umd/umd_run_tests.png) + +And produce a video of the result at *cypress/videos/*. + +![Console test output](/_static/umd/umd_cypress_video.gif) diff --git a/packages/core/python/itkwasm/docs/typescript/distribution/vite.md b/packages/core/python/itkwasm/docs/typescript/distribution/vite.md new file mode 100644 index 000000000..0b503eab6 --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/distribution/vite.md @@ -0,0 +1,103 @@ +# itk-wasm in a web browser application via Vite + +This example demonstrates how to use *itk-wasm* in a web browser application built with [Vite](https://vitejs.dev/). Find the code in [itk-wasm/examples/Vite](https://github.com/InsightSoftwareConsortium/itk-wasm/tree/main/examples/Vite). + +*itk-wasm* **asynchronously** downloads web worker JavaScript and WebAssembly Emscripten modules **on demand**. For *itk-wasm* to work: + +* Copy *itk-wasm* Javascript and WebAssembly files to a public directory +* Tell *itk-wasm* the location to download the Javascript and WebAssembly files in the public directory + +## Copy *itk-wasm* Javascript and WebAssembly files to a public directory + +In the Vite example, `vite.config.js` uses `vite-plugin-static-copy` to move prebuilt *itk-wasm* files to the `/dist` directory. + +```js +import { defineConfig } from 'vite' +import { viteStaticCopy } from 'vite-plugin-static-copy' + +export default defineConfig({ + plugins: [ + // put lazy loaded JavaScript and Wasm bundles in dist directory + viteStaticCopy({ + targets: [ + { src: 'node_modules/itk-wasm/dist/web-workers/*', dest: 'dist/itk/web-workers' }, + { + src: 'node_modules/itk-image-io/*', + dest: 'dist/itk/image-io', + }, + { + src: 'node_modules/itk-mesh-io/*', + dest: 'dist/itk/mesh-io', + rename: 'mesh-io' + } + ], + }) + ], + ... +}) +``` + +The Vite config copies *web-workers* directory, which asynchronously perform IO or runs processing pipelines in a background thread. + +The config copies the complete *image-io* and *mesh-io* directories. You may want to copy a subset of *image-io* or *mesh-io* files, based on what features you use of *itk-wasm*. + +## Tell *itk-wasm* the location to download the Javascript and WebAssembly files + +To change the location of the *itk-wasm* web worker and Emscripten modules, configure Vite's `resolve.alias` setting. + +```js +import { defineConfig } from 'vite' +import path from 'path' + +const itkConfig = path.resolve(__dirname, 'src', 'itkConfig.js') + +export default defineConfig({ + ... + resolve: { + // where itk-wasm code has 'import ../itkConfig.js` point to the path of itkConfig + alias: { + '../itkConfig.js': itkConfig, + '../../itkConfig.js': itkConfig + } + } +}) +``` + +The itkConfig.js file holds paths where *itk-wasm* fetches assets at runtime. + +```js +const itkConfig = { + pipelineWorkerUrl: '/itk/web-workers/min-bundles/pipeline.worker.js', + imageIOUrl: '/itk/image-io', + meshIOUrl: '/itk/mesh-io', + pipelinesUrl: '/itk/pipelines' +} + +export default itkConfig +``` + +## Test the example + +In the example [directory](https://github.com/InsightSoftwareConsortium/itk-wasm/tree/main/examples/Vite) + +### Development + +```sh +npm install +npm run start +``` +And visit [http://localhost:8080/](http://localhost:8080/). + +### Test static bundled assets + +```sh +npm run build +npm run start:production +``` + +### Run Cypress end to end tests + +```sh +npm run build +npm run test +``` \ No newline at end of file diff --git a/packages/core/python/itkwasm/docs/typescript/distribution/webpack.md b/packages/core/python/itkwasm/docs/typescript/distribution/webpack.md new file mode 100644 index 000000000..2398eac36 --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/distribution/webpack.md @@ -0,0 +1,212 @@ +# itk-wasm in a browser application via Webpack + +This example demonstrates how to use *itk-wasm* in a web browser application built with [Webpack](https://webpack.js.org/). Find the full example in the `itk-wasm/examples/Webpack` [directory of the GitHub repository](https://github.com/InsightSoftwareConsortium/itk-wasm/tree/main/examples/Webpack). + +Since we asynchronously download the *itk-wasm* JavaScript and WebAssembly Emscripten modules, a few extra configuration steps are required. + +This example assumes you are creating a [Node.js package](https://docs.npmjs.com/getting-started/what-is-npm). If you do not already have a `package.json` file, [create one](https://docs.npmjs.com/getting-started/using-a-package.json), first. + +Add `itk-wasm` and the io-packages to your project's dependencies: + +```sh +npm install --save itk-wasm itk-image-io itk-mesh-io +``` + +Then, install Webpack-related development dependencies: + +```sh +npm install --save-dev webpack webpack-cli webpack-dev-server worker-loader babel-loader '@babel/preset-env' '@babel/core' copy-webpack-plugin +``` + +Next, create a `webpack.config.js` file like the following: + +```js +const path = require('path') + +const webpack = require('webpack') +const CopyPlugin = require('copy-webpack-plugin') + +const entry = path.join(__dirname, 'src', 'index.js') +const outputPath = path.join(__dirname, './dist') +const itkConfig = path.resolve(__dirname, 'src', 'itkConfig.js') + +module.exports = { + entry, + output: { + path: outputPath, + filename: 'index.js', + library: { + type: 'umd', + name: 'bundle', + }, + }, + module: { + rules: [ + { test: /\.js$/, loader: 'babel-loader' } + ] + }, + plugins: [ + new CopyPlugin({ + patterns: [ + { + from: path.join(__dirname, 'node_modules', 'itk-wasm', 'dist', 'web-workers'), + to: path.join(__dirname, 'dist', 'itk', 'web-workers') + }, + { + from: path.join(__dirname, 'node_modules', 'itk-image-io'), + to: path.join(__dirname, 'dist', 'itk', 'image-io') + }, + { + from: path.join(__dirname, 'node_modules', 'itk-mesh-io'), + to: path.join(__dirname, 'dist', 'itk', 'mesh-io') + } + ]}) + ], + resolve: { + fallback: { fs: false, path: false, url: false, module: false }, + alias: { + '../itkConfig.js': itkConfig, + '../../itkConfig.js': itkConfig, + }, + }, + performance: { + maxAssetSize: 10000000 + } +} +``` + +Replace `src/index.js` by your [Webpack entry point](https://webpack.js.org/concepts/#entry). Replace `./dist/` and the output filename with where you [want Webpack to place the generated JavaScript bundle](https://webpack.js.org/concepts/#output). + + +The [babel-loader](https://github.com/babel/babel-loader) rule will [transpile](https://scotch.io/tutorials/javascript-transpilers-what-they-are-why-we-need-them) JavaScript from the latest language syntax to a syntax supported by existing browser clients. Configure the target browsers to support with a `.babelrc` file like the following: + +```js +{ + presets: [ + ['@babel/preset-env', { + targets: { + browsers: ['last 2 versions'], + }, + }], + ], +} +``` + +The *itk-wasm* Emscripten modules are loaded and executed **asynchronously** and **on demand**. This means the client only download the content it needs and the user does not experience interruption of the main user interface thread during computation. However, a few extra configuration steps are required since the modules are not bundled by Webpack. + +The `CopyPlugin` copies *itk-wasm* Emscripten modules to distribute along with your Webpack bundle. In this example, we copy all *image-io*, and *mesh-io*. In your project, you may want to copy only the *image-io* or a subset of the *image-io*, based on your needs. We also copy the *web-workers*, which asynchronously perform IO or run processing pipelines in a background thread. + +To change the location of the *itk-wasm* web worker and Emscripten modules, set the Webpack `resolve.alias` setting for an `itkConfig.js` module so the bundle will use our included web worker and io WebAssembly modules. The `src/itkConfig.js` for this example is: + +```js +const itkConfig = { + pipelineWorkerUrl: '/itk/web-workers/min-bundles/pipeline.worker.js', + imageIOUrl: '/itk/image-io', + meshIOUrl: '/itk/mesh-io', + pipelinesUrl: '/itk/pipelines', +} + +export default itkConfig +``` + +Define commands to build the project or build the project and start a local development web server in the *scripts* section of the `package.json` file, + +```js + "scripts": { + "build": "webpack --progress --colors -p", + "start": "webpack-dev-server --content-base ./dist/ --watch-content-base" + }, +``` + +Build the project with + +```sh +npm run build +``` + +To start the development web server, run + +```sh +npm run start +``` + +## Testing with Cypress + +This section described how to configure browser-based testing with the [Cypress](https://www.cypress.io/) + +First, install Cypress and the `start-server-and-test` package. + +```sh +npm install --save-dev cypress start-server-and-test +``` + +The `start-server-and-test` tool can start our development server for testing with Cypress. + +Create directories to house our tests and test data: + +```sh +mkdir -p cypress/integration cypress/fixtures +``` + +Provide a test dataset: + +```sh +cp /path/to/cow.vtk cypress/fixtures/cow.vtk +``` + +Create our test script at *cypress/integration/load_data_spec.js*. The test files names should end in **_spec.js*. + +```js +describe('Load data', () => { + it('successfully loads a mesh', () => { + cy.visit('http://localhost:8080/') + cy.fixture('cow.vtk', null).then((cowBuffer) => { + cy.get('input[type=file]').selectFile({ contents: cowBuffer, fileName: 'cow.vtk' }) + cy.get('textarea').contains('"numberOfPoints": 2903,') + }) + }) +}) +``` + +Then, specify npm scripts to develop and debug the tests and run them in an automated way. + +```js + "scripts": { + "start": "webpack-dev-server --mode development --static ./dist/", + "cypress:open": "npx cypress open", + "cypress:run": "npx cypress run", + "test:debug": "start-server-and-test start http-get://localhost:8080 cypress:open", + "test": "start-server-and-test start http-get://localhost:8080 cypress:run" + }, +``` + +Note that [with webpack-dev-server](https://github.com/bahmutov/start-server-and-test#note-for-webpack-dev-server-users) we need to use `http-get` with `start-server-and-test`. + +To develop or debug tests, run + +```sh +npm run test:debug +``` + +This will open Cypress. Select the test to run: + + +![Select load_data_spec](/_static/umd/umd_select_load_data_spec.png) + +This will load the selected browser to see the test status and web page that is tested. You can also open the browser's development console. + +![Develop and debug tests](/_static/umd/umd_test_debug.png) + +To run the tests during continuous integration: + +```sh +npm run test +``` + +This will output the tests results in the console: + +![Console test output](/_static/umd/umd_run_tests.png) + +And produce a video of the result at *cypress/videos/*. + +![Console test output](/_static/umd/umd_cypress_video.gif) diff --git a/packages/core/python/itkwasm/docs/typescript/index.md b/packages/core/python/itkwasm/docs/typescript/index.md new file mode 100644 index 000000000..dac8e60c3 --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/index.md @@ -0,0 +1,24 @@ +# API Overview + +This documentation provides more detailed information about the *itk-wasm* JavaScript and TypeScript interface. + +The **Interface Types** section describes data structures produced and consumed +by both the *Input/Output* and *Processing Pipelines* functions. + +The **Input/Output** sections describes functions who facilitate reading and +writing data from the local filesystem, when executed in the Node.js runtime, +or from native browser data types, encountered when executed in a web browser +JavaScript runtime. + +The **Processing Pipelines** sections describes how to execute processing +pipelines written as C/C++ command line executables in Node.js or the browser. + +```{toctree} +:maxdepth: 1 +:caption: 🌐 JavaScript/TypeScript + +browser_io.md +browser_pipelines.md +node_io.md +node_pipelines.md +``` \ No newline at end of file diff --git a/packages/core/python/itkwasm/docs/typescript/interface_types/BinaryFile.md b/packages/core/python/itkwasm/docs/typescript/interface_types/BinaryFile.md new file mode 100644 index 000000000..05670a8bf --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/interface_types/BinaryFile.md @@ -0,0 +1,6 @@ +# BinaryFile + +A `BinaryFile` represents a binary file. For performance reasons, use [`BinaryStream`](./BinaryStream.html), when possible, instead. `BinaryFile` is a JavaScript object with the following properties: + +- `data`: `Uint8Arrray` with the binary data. +- `path`: File path string. diff --git a/packages/core/python/itkwasm/docs/typescript/interface_types/BinaryStream.md b/packages/core/python/itkwasm/docs/typescript/interface_types/BinaryStream.md new file mode 100644 index 000000000..264cf6e0b --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/interface_types/BinaryStream.md @@ -0,0 +1,5 @@ +# BinaryStream + +A `BinaryStream` provides a stream of binary data. `BinaryStream` is a JavaScript object with the following properties: + +- `data`: `Uint8Array` with the binary data. diff --git a/packages/core/python/itkwasm/docs/typescript/interface_types/Image.md b/packages/core/python/itkwasm/docs/typescript/interface_types/Image.md new file mode 100644 index 000000000..5ae5e70fb --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/interface_types/Image.md @@ -0,0 +1,24 @@ +# Image + +An `Image` is the N-dimensional image data structure for *itk-wasm*. + +`Image` is a JavaScript object with the following properties: + +- `imageType`: The [ImageType](/api/ImageType) for this image. +- `name`: An optional name string that describes this image. +- `origin` An Array with length `imageType.dimension` that describes the location of the center of the lower left pixel in physical units. +- `spacing`: An Array with length `dimension` that describes the spacing between pixel in physical units. +- `direction`: A `dimension` by `dimension` length `Float64Array` in column-major order, that describes the orientation of the image at its `origin` The orientation of each axis are the orthonormal columns. +- `size`: An Array with length `dimension` that contains the number of pixels along dimension. +- `data`: A [`TypedArray`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray) containing the pixel buffer data. +- `metadata`: A [`Map`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Map) of string keys to values that could be strings, string arrays, numbers, number arrays, or arrays of number arrays providing additional metadata for the image. + +For more information, see [the description](https://itk.org/ITKSoftwareGuide/html/Book1/ITKSoftwareGuide-Book1ch4.html#x38-490004.1) of an `itk::Image` in the ITK Software Guide. + +Note that the `origin`, `spacing`, `direction`, and `size` are indexed with an `x`, `y`, `z` convention ordering. This is the reverse indexing convention relative to other libraries such as [TensorFlow.js](https://www.tensorflow.org/js). To generate a TensorFlow tensor from an `Image`, `image`: + +``` +const tensor = tf.tensor(image.data, image.size.reverse()) +``` + +To visualize an `Image` with [vtk.js](https://kitware.github.io/vtk-js) use `convertItkToVtkImage` from [`vtk.js/Sources/Common/DataModel/ITKHelper`](https://kitware.github.io/vtk-js/api/Common_DataModel_ITKHelper.html). diff --git a/packages/core/python/itkwasm/docs/typescript/interface_types/ImageType.md b/packages/core/python/itkwasm/docs/typescript/interface_types/ImageType.md new file mode 100644 index 000000000..7ebdbdba1 --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/interface_types/ImageType.md @@ -0,0 +1,9 @@ +# ImageType + +An `ImageType` describes the type of an [`Image`](/api/Image). It is a +JSON object with the following attributes: + +- `dimension`: An integer that describes the dimension for the image, typically 2 or 3. +- `pixelType`: The [`PixelType`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/src/core/PixelTypes.ts). For example, *Scalar*, *Vector*, *CovariantVector*, or *SymmetricSecondRankTensor*. +- `componentType`: The type of the components in a pixel. This is one of the [`IntTypes`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/src/core/IntTypes.ts) or [`FloatTypes`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/src/core/FloatTypes.ts). +- `components`: The number of components in a pixel. For a *Scalar* `pixelType` this will be 1. diff --git a/packages/core/python/itkwasm/docs/typescript/interface_types/JsonObject.md b/packages/core/python/itkwasm/docs/typescript/interface_types/JsonObject.md new file mode 100644 index 000000000..aab9a432f --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/interface_types/JsonObject.md @@ -0,0 +1,5 @@ +# JsonObject + +A `JsonObject` represents a javascript object parsed from an arbitrary JSON string. `JsonObject` is a JavaScript object with the following properties: + +- `data`: Of type `Object`, contains the javascript object parsed from a generated JSON text/string. diff --git a/packages/core/python/itkwasm/docs/typescript/interface_types/Mesh.md b/packages/core/python/itkwasm/docs/typescript/interface_types/Mesh.md new file mode 100644 index 000000000..530631fb9 --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/interface_types/Mesh.md @@ -0,0 +1,19 @@ +# Mesh + +An `Mesh` is the N-dimensional data structure to represent points sets and meshes for *itk-wasm*. It is intended to be used for data transfer and exchange as opposed to processing. + +A Mesh is a JavaScript object with the following properties: + +- `meshType`: The [`MeshType`](/api/MeshType) for this mesh. +- `name`: An optional name string that describes this mesh. +- `numberOfPoints`: The number of points in the mesh. +- `points`: A [`TypedArray`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray) containing the point locations. +- `numberOfPointPixels`: The number of points pixels in the mesh. +- `pointData`: A [`TypedArray`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray) containing the point pixel data. +- `numberOfCells`: The number of cells in the mesh. +- `cells`: A [`TypedArray`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray) containing the cells. +- `numberOfCellPixels`: The number of cells pixels in the mesh. +- `cellData`: A [`TypedArray`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray) containing the cell pixel data. +- `cellBufferSize`: The size of the cell buffer in `unsigned int`'s. + +For more information, see [the description](https://itk.org/ITKSoftwareGuide/html/Book1/ITKSoftwareGuide-Book1ch4.html#x38-640004.3) of an `itk::Mesh` in the ITK Software Guide. diff --git a/packages/core/python/itkwasm/docs/typescript/interface_types/MeshType.md b/packages/core/python/itkwasm/docs/typescript/interface_types/MeshType.md new file mode 100644 index 000000000..20a43d0bc --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/interface_types/MeshType.md @@ -0,0 +1,13 @@ +# MeshType + +A `MeshType` describes the type of an [`Mesh`](/api/Mesh). It is a JSON object with the following attributes: + +- `dimension`: The spatial dimension of the mesh. +- `pointComponentType`: The type of the components used to represent a point. This is one of the [`FloatTypes`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/src/FloatTypes.js). +- `pointPixelComponentType`: The type of the components used to represent the data at a point. This is one of the [`IntTypes`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/src/IntTypes.js) or [`FloatTypes`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/src/core/FloatTypes.ts). +- `pointPixelType`: The [`PixelType`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/src/core/PixelTypes.ts) for data associated with a point. For example, *Scalar*, *Vector*, *CovariantVector*, or *SymmetricSecondRankTensor*. +- `pointPixelComponents`: The number of components in a point pixel. For a *Scalar* *pixelType*, this will be 1. +- `cellComponentType`: The type of the components used to represent a cell. This is one of the [`IntTypes`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/src/core/IntTypes.ts). +- `cellPixelComponentType`: The type of the components used to represent the data at a cell. This is one of the [`IntTypes`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/src/IntTypes.js) or [`FloatTypes`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/src/core/FloatTypes.ts). +- `cellPixelType`: The [`PixelType`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/src/core/PixelTypes.ts) for data associated with a cell. For example, *Scalar*, *Vector*, *CovariantVector*, or *SymmetricSecondRankTensor*. +- `cellPixelComponents`: The number of components in a cell pixel. For a *Scalar* `pixelType`, this will be 1. diff --git a/packages/core/python/itkwasm/docs/typescript/interface_types/PolyData.md b/packages/core/python/itkwasm/docs/typescript/interface_types/PolyData.md new file mode 100644 index 000000000..9368074ad --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/interface_types/PolyData.md @@ -0,0 +1,28 @@ +# PolyData + +A `PolyData` is represents renderable geometry. + +A PolyData is a JavaScript object with the following properties: + +- `name`: An optional name string that describes this polydata. + +- `numberOfPoints`: Number of points. +- `points`: `Float32Array` of x,y,z point locations. + +- `verticesBufferSize`: Integer size of the vertices buffer. +- `vertices`: `null | Uint32Array` vertices identifiers in the format *[1 pointIndex1 1 pointIndex2 1 pointIndex3 ... ]*. + +- `linesBufferSize`: Integer size of the lines buffer. +- `lines`: `null | Uint32Array` lines in the format *[nPointsLine1 pointIndex1 pointIndex2 nPointsLine2 pointIndex1 pointIndex2 ... ]*. + +- `polygonsBufferSize`: Integer size of the polygons buffer. +- `polygons`: `null | Uint32Array` polygons in the format *[nPointsPolygon1 pointIndex1 pointIndex2 nPointsPolygon2 pointIndex1 pointIndex2 ... ]*. + +- `triangleStripsBufferSize`: Integer size of the triangle strips buffer. +- `triangleStrips`: `null | Uint32Array` triangle strips in the format *[nPointsTriangleStrip1 pointIndex1 pointIndex2 nPointsTriangleStrip2 pointIndex1 pointIndex2 ... ]*. + +- `numberOfPointPixels`: Integer number of point pixels. +- `pointData`: `null | TypedArray` data associated with points. + +- `numberOfCellPixels`: Integer number of cell pixels. +- `cellData`: `null | TypedArray` data associated with cells. \ No newline at end of file diff --git a/packages/core/python/itkwasm/docs/typescript/interface_types/TextFile.md b/packages/core/python/itkwasm/docs/typescript/interface_types/TextFile.md new file mode 100644 index 000000000..0fde144dc --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/interface_types/TextFile.md @@ -0,0 +1,6 @@ +# TextFile + +A `TextFile` represents a text file. For performance reasons, use [`TextStream`](./TextStream.html), when possible, instead. `TextFile` is a JavaScript object with the following properties: + +- `data`: String with the text data. +- `path`: File path string. diff --git a/packages/core/python/itkwasm/docs/typescript/interface_types/TextStream.md b/packages/core/python/itkwasm/docs/typescript/interface_types/TextStream.md new file mode 100644 index 000000000..92ec4af22 --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/interface_types/TextStream.md @@ -0,0 +1,5 @@ +# TextStream + +A `TextStream` provides a stream of text data. `TextStream` is a JavaScript object with the following properties: + +- `data`: String with the text data. diff --git a/packages/core/python/itkwasm/docs/typescript/interface_types/index.md b/packages/core/python/itkwasm/docs/typescript/interface_types/index.md new file mode 100644 index 000000000..730166452 --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/interface_types/index.md @@ -0,0 +1,21 @@ +# Interface Types + +itk-wasm execution pipelines support the following [interface types](https://github.com/InsightSoftwareConsortium/itk-wasm/tree/main/src/core/InterfaceTypes.ts): + +```{toctree} +:maxdepth: 3 +:caption: Interface Types + +TextFile.md +BinaryFile.md +TextStream.md +BinaryStream.md +Image.md +ImageType.md +Mesh.md +MeshType.md +PolyData.md +JsonObject.md +``` + +These interfaces types are supported in the [Emscripten interface](/api/browser_pipelines), [WASI](https://wasi.dev/) embedding interfaces, and native or virtual [filesystem IO](/introduction/file_formats/index.html). They are intended to be forward-compatible with the [WebAssembly Component Model](https://github.com/WebAssembly/component-model). \ No newline at end of file diff --git a/packages/core/python/itkwasm/docs/typescript/node_io.md b/packages/core/python/itkwasm/docs/typescript/node_io.md new file mode 100644 index 000000000..4ac632d7d --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/node_io.md @@ -0,0 +1,102 @@ +# Node.js Input/Output + +These Input/Output (IO) functions can be used from within a [Node.js](https://nodejs.org/) application or library on a workstation or server. They will read from and write to directories on the local filesystem. + +Similar to the [web browser API](/typescript/browser_io), most of these functions return a [Promise](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Promise). + +--- + +## `readLocalFile` + +```ts +readLocalFile(filePath: string): Promise +``` + +*Read an image or mesh from a file on the local filesystem.* + +## `writeLocalFile` + +```ts +writeLocalFile(imageOrMesh: Image | Mesh, filePath: string, useCompression: boolean = false): + Promise +``` + +*Write an image to a file on the local filesystem with Node.js.* + +- *imageOrMesh*: [`Image`](/api/Image) or [`Mesh`](/api/Mesh) instance to write +- *filePath*: path to the file on the local filesystem +- *useCompression*: compress the pixel data when possible + +--- + +## `readImageLocalFile` + +```ts +readImageLocalFile(filePath: string): + Promise +``` + +*Read an image from a file on the local filesystem.* + +## `readImageLocalDICOMFileSeries` + +```ts +readImageLocalDICOMFileSeries(filePaths, singleSortedSeries: boolean = false): + Promise +``` + +*Read an image from a series of DICOM files on the local filesystem.* + +If the files are known to be from a single, sorted series, the last argument can be set to true for performance. + +## `readDICOMTagsLocalFile` + +```ts +readDICOMTagsLocalFile(fileName: string, tags: string[] | null = null): + Promise> +``` + +*Read tags from a DICOM [File](https://developer.mozilla.org/en-US/docs/Web/API/File).* + +Tags should be of the form `"GGGG|EEEE"`, where `GGGG` is the group ID in hex and `EEEE` is the element ID in hex. As an example, "0010|0010" is the PatientID. +Hexadecimal strings are treated case-insensitively. + +Returns a [`Map`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Map) containing the mapping from tag to tag value. + +## `writeImageLocalFile` + +```ts +writeImageLocalFile(image: Image, filePath: string, useCompression: boolean): + null +``` + +*Write an image to a file on the local filesystem with Node.js.* + +- *image*: [`Image`](/api/Image) instance to write +- *filePath*: path to the file on the local filesystem +- *useCompression*: compress the pixel data when possible + +--- + +## `readMeshLocalFile` + +```ts +readMeshLocalFile(filePath: string): + Promise +``` + +*Read a mesh from a file on the local filesystem.* + +## `writeMeshLocalFile` + +```ts +writeMeshLocalFile(Mesh, filePath: string, { useCompression?: boolean, binaryFileType?: boolean }): + null +``` + +*Write a mesh to a file on the local filesystem with Node.js.* + +- *mesh*: [`Mesh`](/api/Mesh) instance to write +- *filePath*: path to the file on the local filesystem +- *useCompression*: compress the pixel data when possible +- *binaryFileType*: write in a binary as opposed to a ascii format, if possible diff --git a/packages/core/python/itkwasm/docs/typescript/node_pipelines.md b/packages/core/python/itkwasm/docs/typescript/node_pipelines.md new file mode 100644 index 000000000..97244557f --- /dev/null +++ b/packages/core/python/itkwasm/docs/typescript/node_pipelines.md @@ -0,0 +1,64 @@ +# Node.js Processing Pipelines + +These processing pipeline execution functions can be used from within a [Node.js](https://nodejs.org/) application or library on a workstation or server. + +Similar to the [web browser API](./browser_pipelines), most of these functions return a [`Promise`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Promise). + +--- + +## `runPipelineNode` + +```ts +runPipelineNode(pipelinePath: string, + args: string[], + outputs: PipelineOutput[], + inputs: PipelineInput[] | null, + mountDirs?: Set): + Promise<{ + returnValue: number, + stdout: string, + stderr: string, + outputs: PipelineOutput[], + webWorker?: Worker, + }> +``` + + +*Run an itk-wasm Emscripten module with Node.js.* + +### `pipelinePath` + +Path to the pre-built pipeline module, without `.js` or `.wasm` extensions. + +### `args` + +A JavaScript Array of strings to pass to the execution of the `main` function, i.e. arguments that would be passed on the command line to a native executable. + +### `outputs` + +A JavaScript Array of desired [`PipelineOutput`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/src/pipeline/PipelineOutput.ts)'s that provide an interface `type` and an optional `path` when required by an interface type. + +- `type` is one of the [`InterfaceTypes`](/typescript/interface_types/index). +- `path` is the optional file path on the filesystem to write after execution has completed. + +### `inputs` + +A JavaScript Array of [`PipelineInput`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/src/pipeline/PipelineInput.ts)'s or `null` that provide an interface `type`, an optional `path` when required by an interface type, and the input `data`. + + +- `type` is one of the [`InterfaceTypes`](/typescript/interface_types/index). +- `data` contains the corresponding data for the interface type. +- `path` is the optional file path on the filesystem to read after execution has completed. + +### `mountDirs` + +Directories on the local filesystem whose to provide the wasm module direct access to the file. + +### Result + +Promise resolving a JavaScript object with the properties: + +- `returnValue`: Integer return code from the pipeline. +- `stdout`: Text sent to stdout +- `stderr`: Text sent to stderr +- `outputs`: An Array of [`PipelineOutput`](https://github.com/InsightSoftwareConsortium/itk-wasm/blob/main/src/pipeline/PipelineOutput.ts)'s with the `data` property populated. \ No newline at end of file

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