{ "cells": [ { "cell_type": "markdown", "id": "d6fe3aec", "metadata": {}, "source": [ "```{seealso}\n", "This notebook can be downloaded {nb-download}`here `\n", "```\n", "\n", "# UML class diagram generator\n", "\n", "- This notebook generates UML diagrams of class hierarchies\n", "- Dependencies: `pylint`, `ipykernel` (install these two in a python env), [graphviz](https://graphviz.org/download/)" ] }, { "cell_type": "code", "execution_count": 1, "id": "7bb9d723", "metadata": {}, "outputs": [], "source": [ "from IPython.display import Image, display\n", "from quantify_scheduler.helpers.inspect import make_uml_diagram" ] }, { "cell_type": "markdown", "id": "428ae5ec", "metadata": {}, "source": [ "## General notes\n", "- Yellow labels indicate addition as a submodule\n", "- Different colors indicate different packages\n", "- Generated figures are saved in png format\n", "- Options must be given in `list[str]` format\n", "- For more information, visit the [Wikipedia page](https://en.wikipedia.org/wiki/Class_diagram#Relationships) on relationships in class diagrams\n", "\n", "## Plotting all classes in a module\n", "- Be aware that this option will only plot classes that are contained within `module_to_plot`, and not related classes defined outside the module.\n", "- Extra options:\n", " - Show ancestors (aka parent classes): `-A`\n", " - Ignore specific submodules: `--ignore ` (e.g. `[\"--ignore\", \"circuit_to_device.py,corrections.py,zhinst\"]`)" ] }, { "cell_type": "code", "execution_count": 2, "id": "1ac45049", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from quantify_scheduler.backends import qblox\n", "\n", "module_to_plot = qblox\n", "options = [\"-A\"]\n", "\n", "diagram_name = make_uml_diagram(module_to_plot, options)\n", "if diagram_name:\n", " display(Image(diagram_name))" ] }, { "cell_type": "markdown", "id": "651d8082", "metadata": {}, "source": [ "## Plotting ancestors and submodules of a class\n", "- Remove `--only-classnames` option to show all class attributes" ] }, { "cell_type": "code", "execution_count": 3, "id": "7284b8e8", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from quantify_scheduler.device_under_test.transmon_element import BasicTransmonElement\n", "\n", "class_to_plot = BasicTransmonElement\n", "options = [\"--only-classnames\"]\n", "\n", "diagram_name = make_uml_diagram(class_to_plot, options)\n", "if diagram_name:\n", " display(Image(diagram_name))" ] } ], "metadata": { "file_format": "mystnb", "kernelspec": { "display_name": "python3", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.19" }, "source_map": [ 6, 16, 19, 35, 45, 51 ] }, "nbformat": 4, "nbformat_minor": 5 }