{ "cells": [ { "cell_type": "markdown", "id": "aa9d4f33-5bd8-42f2-918a-e654d4363577", "metadata": {}, "source": [ "
\n", "

C++ kernel based on xeus

\n", "
\n", "\n", "A Jupyter kernel for C++ based on the `CppInterOp`, a clang based C++ Interoperability Library and the `xeus` native implementation of the Jupyter protocol, xeus.\n", "\n", "- GitHub repository: https://github.com/compiler-research/xeus-cpp\n", "- Documentation: https://xeus-cpp.readthedocs.io/en/latest/" ] }, { "cell_type": "markdown", "id": "9af8aa44-7786-47b6-b94b-8579470acb3a", "metadata": { "jp-MarkdownHeadingCollapsed": true }, "source": [ "## Usage\n", "\n", "
\n", " \n", " \n", "
\n", " To run the selected code cell, hit
Shift + Enter
\n", "
\n", "
" ] }, { "cell_type": "markdown", "id": "be1c8c6c-3fbe-4f53-9deb-8496c43d26ad", "metadata": {}, "source": [ "## Output and error streams\n", "\n", "`std::cout` and `std::cerr` are redirected to the notebook frontend." ] }, { "cell_type": "code", "execution_count": 1, "id": "9bd7f767-6c22-4a1b-a1e2-cd4184fd0367", "metadata": { "trusted": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "some output\n" ] } ], "source": [ "#include \n", "\n", "std::cout << \"some output\" << std::endl;" ] }, { "cell_type": "code", "execution_count": 2, "id": "9622f20f-5925-4544-a97b-aada3a14209a", "metadata": { "trusted": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "some error\n" ] } ], "source": [ "std::cerr << \"some error\" << std::endl;" ] }, { "cell_type": "code", "execution_count": 3, "id": "c7dcdb89-6e0c-44a2-a968-d9fb9907deda", "metadata": { "trusted": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Caught an exception: Unknown exception\n" ] } ], "source": [ "#include \n", "\n", "try {\n", " throw std::runtime_error(\"Unknown exception\");\n", "}\n", "catch (const std::exception& e) {\n", " std::cout << \"Caught an exception: \" << e.what() << std::endl;\n", "}" ] }, { "cell_type": "code", "execution_count": 4, "id": "7af0c962-17dc-47d4-9772-b8a06e2bda3a", "metadata": { "trusted": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "5\n" ] } ], "source": [ "int j = 5;\n", "std::cout << j << std::endl;" ] }, { "cell_type": "markdown", "id": "a39c7021-ee9f-442e-8ea3-63ca23aa5d46", "metadata": {}, "source": [ "# Interpreting the C++ programming language\n", "# You can define functions, classes, templates, etc ..." ] }, { "cell_type": "markdown", "id": "e5b116ce-ced1-4aa4-b14e-ef7d2606202e", "metadata": {}, "source": [ "## Functions" ] }, { "cell_type": "code", "execution_count": 5, "id": "86b08f22-e16c-4eac-917d-ae6eeb7ec7cb", "metadata": { "trusted": true }, "outputs": [], "source": [ "double sqr(double a)\n", "{\n", " return a * a;\n", "}" ] }, { "cell_type": "code", "execution_count": 6, "id": "5aff6711-54bf-4280-a496-c9f7c683eee5", "metadata": { "trusted": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "6.25\n" ] } ], "source": [ "double a = 2.5;\n", "double asqr = sqr(a);\n", "std::cout << asqr << std::endl;" ] }, { "cell_type": "markdown", "id": "5b3959b0-9dc7-41a4-bba1-e20abd0765f7", "metadata": {}, "source": [ "## Classes" ] }, { "cell_type": "code", "execution_count": 7, "id": "d981a53b-8185-49c5-8a30-02453cc1b9e9", "metadata": { "trusted": true }, "outputs": [], "source": [ "class Foo\n", "{\n", "public:\n", "\n", " virtual ~Foo() {}\n", "\n", " virtual void print(double value) const\n", " {\n", " std::cout << \"Foo value = \" << value << std::endl;\n", " }\n", "};" ] }, { "cell_type": "code", "execution_count": 8, "id": "195d513f-d5cb-4e3d-a6cb-ae99dfcd9aab", "metadata": { "trusted": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Foo value = 1.2\n" ] } ], "source": [ "Foo bar;\n", "bar.print(1.2);" ] }, { "cell_type": "markdown", "id": "9ecc1588-cb6e-4676-bb16-b9938e980b06", "metadata": {}, "source": [ "## Polymorphism" ] }, { "cell_type": "code", "execution_count": 9, "id": "4df90bea-5c9e-462e-bd20-d80fd169b7b6", "metadata": { "trusted": true }, "outputs": [], "source": [ "class Bar : public Foo\n", "{\n", "public:\n", "\n", " virtual ~Bar() {}\n", "\n", " virtual void print(double value) const\n", " {\n", " std::cout << \"Bar value = \" << 2 * value << std::endl;\n", " }\n", "};" ] }, { "cell_type": "code", "execution_count": 10, "id": "f7dbbcc2-0f00-48eb-8bb9-94e871afa2a7", "metadata": { "trusted": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Bar value = 2.4\n" ] } ], "source": [ "Foo* bar2 = new Bar;\n", "bar2->print(1.2);\n", "delete bar2;" ] }, { "cell_type": "markdown", "id": "094f4ca7-0aa5-4121-bfff-bf5db1d42c5d", "metadata": {}, "source": [ "## Templates" ] }, { "cell_type": "code", "execution_count": 11, "id": "0df4f3a5-25a1-4548-ba63-54887c770dad", "metadata": { "trusted": true }, "outputs": [], "source": [ "#include \n", "\n", "template \n", "class FooT\n", "{\n", "public:\n", "\n", " explicit FooT(const T& t) : m_t(t) {}\n", "\n", " void print() const\n", " {\n", " std::cout << typeid(T).name() << \" m_t = \" << m_t << std::endl;\n", " }\n", "\n", "private:\n", "\n", " T m_t;\n", "};" ] }, { "cell_type": "code", "execution_count": 12, "id": "67181378-69d0-4adb-8a69-9abd20d3bc85", "metadata": { "trusted": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "d m_t = 1.2\n" ] } ], "source": [ "FooT foot(1.2);\n", "foot.print();" ] }, { "cell_type": "markdown", "id": "6ce20171-18cb-4373-874b-89e6a2d2e425", "metadata": {}, "source": [ "## Documentation\n", "\n", " - Documentation for types of the standard library is retrieved on cppreference.com." ] }, { "cell_type": "code", "execution_count": 13, "id": "c723686c-a70b-4e68-a175-b2224f0616aa", "metadata": { "trusted": true }, "outputs": [ { "data": { "text/html": [ "\n", " " ], "text/plain": [ "https://en.cppreference.com/w/cpp/container/vector" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "?std::vector" ] }, { "cell_type": "markdown", "id": "afee187b-2e6a-47db-acb1-8dab5a975565", "metadata": {}, "source": [ "## Using the display_data mechanism" ] }, { "cell_type": "markdown", "id": "55181b46-06b1-44ef-8a13-502b81bb3372", "metadata": {}, "source": [ "For a user-defined type `T`, the rich rendering in the notebook and JupyterLab can be enabled by by implementing the function `nl::json mime_bundle_repr(const T& im)`, which returns the JSON mime bundle for that type." ] }, { "cell_type": "markdown", "id": "a887da0e-9635-40c2-88ed-84997f9658ca", "metadata": {}, "source": [ "### Image example" ] }, { "cell_type": "code", "execution_count": 14, "id": "362cc371-9fb7-4f2c-8824-f566498ae99b", "metadata": { "trusted": true }, "outputs": [], "source": [ "#include \n", "#include \n", "#include \n", "\n", "#include \"nlohmann/json.hpp\"\n", "\n", "#include \"xeus/xbase64.hpp\"\n", "\n", "namespace nl = nlohmann;\n", "\n", "namespace im\n", "{\n", " struct image\n", " {\n", " inline image(const std::string& filename)\n", " {\n", " std::ifstream fin(filename, std::ios::binary);\n", " m_buffer << fin.rdbuf();\n", " }\n", "\n", " std::stringstream m_buffer;\n", " };\n", "\n", " nl::json mime_bundle_repr(const image& i)\n", " {\n", " auto bundle = nl::json::object();\n", " bundle[\"image/png\"] = xeus::base64encode(i.m_buffer.str());\n", " return bundle;\n", " }\n", "}" ] }, { "cell_type": "code", "execution_count": 15, "id": "b326166f-1652-4cd5-bc8e-e4fa93f848a6", "metadata": { "trusted": true }, "outputs": [], "source": [ "im::image marie(\"../data/marie.png\");" ] }, { "cell_type": "code", "execution_count": 16, "id": "c32f5494-00e8-4427-bf6a-ce20c31ab44e", "metadata": { "trusted": true }, "outputs": [], "source": [ "#include \"xcpp/xdisplay.hpp\"" ] }, { "cell_type": "code", "execution_count": 17, "id": "fc494113-8283-4d27-93b1-055ce5ee8240", "metadata": { "trusted": true }, "outputs": [ { "data": { "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xcpp::display(marie);" ] }, { "cell_type": "markdown", "id": "b1c0a821-e794-4f31-a791-85536d997069", "metadata": {}, "source": [ "### Audio example" ] }, { "cell_type": "code", "execution_count": 18, "id": "c1fe251d-2155-47ea-abaa-0e0b9da9d70d", "metadata": { "trusted": true }, "outputs": [], "source": [ "namespace nl = nlohmann;\n", "\n", "namespace au\n", "{\n", " struct audio\n", " {\n", " inline audio(const std::string& filename)\n", " {\n", " std::ifstream fin(filename, std::ios::binary);\n", " m_buffer << fin.rdbuf();\n", " }\n", "\n", " std::stringstream m_buffer;\n", " };\n", "\n", " nl::json mime_bundle_repr(const audio& a)\n", " {\n", " auto bundle = nl::json::object();\n", " bundle[\"text/html\"] =\n", " std::string(\"\";\n", " return bundle;\n", " }\n", "}" ] }, { "cell_type": "code", "execution_count": 19, "id": "0cc2ee8f-955e-459a-847f-1729ea961710", "metadata": { "trusted": true }, "outputs": [], "source": [ "au::audio drums(\"../data/audio.wav\");" ] }, { "cell_type": "code", "execution_count": 20, "id": "e4de8992-2ffa-4493-8d86-f3738b1f8e97", "metadata": { "trusted": true }, "outputs": [ { "data": { "text/html": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xcpp::display(drums);" ] }, { "cell_type": "markdown", "id": "f287b246-e1e2-4e5c-9167-89cd2b6b0de0", "metadata": {}, "source": [ "### Update-display" ] }, { "cell_type": "code", "execution_count": 21, "id": "68f1b7e1-c357-4526-8ede-8edd9acad087", "metadata": { "trusted": true }, "outputs": [], "source": [ "namespace nl = nlohmann;\n", "\n", "namespace ht\n", "{\n", " struct html\n", " {\n", " inline html(const std::string& content)\n", " {\n", " m_content = content;\n", " }\n", " std::string m_content;\n", " };\n", "\n", " nl::json mime_bundle_repr(const html& a)\n", " {\n", " auto bundle = nl::json::object();\n", " bundle[\"text/html\"] = a.m_content;\n", " return bundle;\n", " }\n", "}\n", "\n", "// A blue rectangle\n", "ht::html rect(R\"(\n", "
\n", "Original\n", "
)\");" ] }, { "cell_type": "code", "execution_count": 22, "id": "104f5359-2518-4a4c-bb79-b5b52041d745", "metadata": { "trusted": true }, "outputs": [ { "data": { "text/html": [ "\n", "
\n", "Updated\n", "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xcpp::display(rect, \"some_display_id\");" ] }, { "cell_type": "code", "execution_count": 23, "id": "8f6ab60e-eabf-4ecc-b856-a3e7f6b165b9", "metadata": { "trusted": true }, "outputs": [], "source": [ "// Update the rectangle to be red\n", "rect.m_content = R\"(\n", "
\n", "Updated\n", "
)\";\n", "\n", "xcpp::display(rect, \"some_display_id\", true);" ] }, { "cell_type": "markdown", "id": "aa21443e-f927-4af1-b2ba-46ddd76dee65", "metadata": {}, "source": [ "### Clear output" ] }, { "cell_type": "code", "execution_count": 24, "id": "25021165-8dfe-42ff-b6c4-383ad3c8822e", "metadata": { "trusted": true }, "outputs": [], "source": [ "#include \n", "#include " ] }, { "cell_type": "code", "execution_count": 25, "id": "7e05d371-633d-4419-95d1-29f77985859b", "metadata": { "trusted": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "goodbye\n" ] } ], "source": [ "std::cout << \"hello\" << std::endl;\n", "std::this_thread::sleep_for(std::chrono::seconds(1));\n", "xcpp::clear_output(); // will flicker when replacing \"hello\" with \"goodbye\"\n", "std::this_thread::sleep_for(std::chrono::seconds(1));\n", "std::cout << \"goodbye\" << std::endl;" ] }, { "cell_type": "code", "execution_count": 26, "id": "101ce1e3-9875-49ab-bf9b-e4e69ad4bf68", "metadata": { "trusted": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "goodbye\n" ] } ], "source": [ "std::cout << \"hello\" << std::endl;\n", "std::this_thread::sleep_for(std::chrono::seconds(1));\n", "xcpp::clear_output(true); // prevents flickering\n", "std::this_thread::sleep_for(std::chrono::seconds(1));\n", "std::cout << \"goodbye\" << std::endl;" ] }, { "cell_type": "markdown", "id": "4e69d1e7-3a55-4f91-8b82-15056ec0173e", "metadata": {}, "source": [ "### SIMD Acceleration through WebAssembly Intrinsics\n", "\n", "Example inspired by https://emscripten.org/docs/porting/simd.html#webassembly-simd-intrinsics" ] }, { "cell_type": "code", "execution_count": 27, "id": "7a8d42ee-79a6-4b5c-8d79-35d688e40c17", "metadata": { "trusted": true }, "outputs": [], "source": [ "#include \n", "#include " ] }, { "cell_type": "code", "execution_count": 28, "id": "f6a65b84-ad63-455d-9704-a597b3b0f45c", "metadata": { "trusted": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "v3: [3.3, 7.7, 12.1, 16.5]\n" ] } ], "source": [ "v128_t v1 = wasm_f32x4_make(1.2f, 3.4f, 5.6f, 7.8f);\n", "v128_t v2 = wasm_f32x4_make(2.1f, 4.3f, 6.5f, 8.7f);\n", "\n", "v128_t v3 = wasm_f32x4_add(v1, v2);\n", "\n", "printf(\"v3: [%.1f, %.1f, %.1f, %.1f]\\n\",\n", " wasm_f32x4_extract_lane(v3, 0),\n", " wasm_f32x4_extract_lane(v3, 1),\n", " wasm_f32x4_extract_lane(v3, 2),\n", " wasm_f32x4_extract_lane(v3, 3));" ] }, { "cell_type": "markdown", "id": "73aa865d-f643-4b72-9701-f6e312914690", "metadata": {}, "source": [ "# Taking input from the user" ] }, { "cell_type": "code", "execution_count": null, "id": "6efd2bbc-525a-4659-9431-aefc819e8cb7", "metadata": { "trusted": true }, "outputs": [], "source": [ "std::string name;\n", "std::cin >> name;" ] }, { "cell_type": "code", "execution_count": null, "id": "8ec65830-4cb5-4d01-a860-f6c46ac4f60f", "metadata": { "trusted": true }, "outputs": [], "source": [ "std::cout << \"Your name is \" << name;" ] } ], "metadata": { "kernelspec": { "display_name": "C++23", "language": "cpp", "name": "xcpp23" }, "language_info": { "codemirror_mode": "text/x-c++src", "file_extension": ".cpp", "mimetype": "text/x-c++src", "name": "C++", "version": "23" } }, "nbformat": 4, "nbformat_minor": 5 }