diff --git a/Dockerfile b/Dockerfile
deleted file mode 100644
index 42d0686..0000000
--- a/Dockerfile
+++ /dev/null
@@ -1,23 +0,0 @@
-# Docker container for running OGDF Jupyter notebooks on mybinder.org
-# based on https://mybinder.readthedocs.io/en/latest/tutorials/dockerfile.html
-
-FROM python:3.11
-
-RUN pip install --no-cache-dir ogdf-python[quickstart]
-
-ARG NB_USER=jovyan
-ARG NB_UID=1000
-ENV USER ${NB_USER}
-ENV NB_UID ${NB_UID}
-ENV HOME /home/${NB_USER}
-
-RUN adduser --disabled-password \
- --gecos "Default user" \
- --uid ${NB_UID} \
- ${NB_USER}
-
-COPY . ${HOME}
-USER root
-RUN chown -R ${NB_UID} ${HOME}
-USER ${NB_USER}
-WORKDIR ${HOME}
diff --git a/docs/examples/matplotlib.ipynb b/docs/examples/matplotlib.ipynb
deleted file mode 100644
index b9e4b1e..0000000
--- a/docs/examples/matplotlib.ipynb
+++ /dev/null
@@ -1,118 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "0e5593ca-a5ce-48ba-89df-b52dffeffa3b",
- "metadata": {
- "ExecuteTime": {
- "end_time": "2023-09-01T18:15:47.288478779Z",
- "start_time": "2023-09-01T18:15:41.848409531Z"
- }
- },
- "outputs": [],
- "source": [
- "%matplotlib widget\n",
- "\n",
- "from ogdf_python import *\n",
- "\n",
- "cppinclude(\"ogdf/basic/graph_generators/randomized.h\")\n",
- "cppinclude(\"ogdf/layered/SugiyamaLayout.h\")\n",
- "\n",
- "G = ogdf.Graph()\n",
- "ogdf.setSeed(1)\n",
- "ogdf.randomPlanarTriconnectedGraph(G, 20, 40)\n",
- "GA = ogdf.GraphAttributes(G, ogdf.GraphAttributes.all)\n",
- "\n",
- "for n in G.nodes:\n",
- " GA.label[n] = \"N%s\" % n.index()\n",
- "\n",
- "SL = ogdf.SugiyamaLayout()\n",
- "SL.call(GA)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "262f5725-0d97-4c41-ab61-c199e6aca3fa",
- "metadata": {},
- "outputs": [],
- "source": [
- "# for i in range(10):\n",
- "# GA.width[G.nodes[i]] = i * 10\n",
- "# GA.height[G.nodes[i]] = i * 10\n",
- "# GA.shape[G.nodes[i]] = i\n",
- "# GA.strokeColor[G.nodes[i]] = ogdf.Color(ogdf.Color.Name(i))\n",
- "# GA.fillColor[G.nodes[i]] = ogdf.Color(ogdf.Color.Name(i+10))\n",
- "# GA.fillPattern[G.nodes[i]] = i\n",
- "# GA.shape[G.nodes[11]] = ogdf.Shape.RoundedRect\n",
- "# GA.width[G.nodes[11]] = 100\n",
- "# GA.height[G.nodes[11]] = 100"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "f1651592-571c-4c3e-a5e0-93c550fe7031",
- "metadata": {},
- "outputs": [],
- "source": [
- "GE = GraphEditorLayout(GA)\n",
- "display(GE)\n",
- "# click so select a node or edge\n",
- "# [del] deletes the selected object\n",
- "# [ctrl]+click on a node while another node is selected adds an edge\n",
- "# double click on the background adds a node"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "1e3024be-8228-4f94-b831-1037b3904b8b",
- "metadata": {},
- "outputs": [],
- "source": [
- "# import matplotlib.pyplot as plt\n",
- "# oldpoints = None\n",
- "\n",
- "# def click(event):\n",
- "# global oldpoints\n",
- "# x = ogdf.DPoint(event.xdata, event.ydata)\n",
- "# out = ogdf.DPoint()\n",
- "# xs = []\n",
- "# ys = []\n",
- "# for ea in GE.widget.edges.values():\n",
- "# d = ogdf.closestPointOnLine(ea.poly, x, out)\n",
- "# xs.append(out.m_x)\n",
- "# ys.append(out.m_y)\n",
- "# # print(ea.edge.index(), d)\n",
- "# if oldpoints:\n",
- "# oldpoints[0].remove()\n",
- "# oldpoints = plt.plot(xs, ys, 'ro', zorder=500)\n",
- "\n",
- "# GE.widget.on_background_click = click"
- ]
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Python 3 (ipykernel)",
- "language": "python",
- "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": "3.11.5"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/docs/examples/ogdf-includes.gml b/docs/examples/ogdf-includes.gml
deleted file mode 100644
index 0234b99..0000000
--- a/docs/examples/ogdf-includes.gml
+++ /dev/null
@@ -1,60982 +0,0 @@
-Creator "ogdf::GraphIO::writeGML"
-graph
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- stipple "Solid"
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diff --git a/docs/examples/ogdf-includes.svg b/docs/examples/ogdf-includes.svg
deleted file mode 100644
index 85930a9..0000000
--- a/docs/examples/ogdf-includes.svg
+++ /dev/null
@@ -1,11318 +0,0 @@
-
-
diff --git a/docs/examples/refresh.sh b/docs/examples/refresh.sh
deleted file mode 100755
index a98c464..0000000
--- a/docs/examples/refresh.sh
+++ /dev/null
@@ -1,3 +0,0 @@
-#!/bin/bash
-
-find -maxdepth 1 -name "*.ipynb" -exec jupyter nbconvert --to=notebook --inplace --ExecutePreprocessor.enabled=True {} \;
diff --git a/docs/examples/sugiyama-simple.ipynb b/docs/examples/sugiyama-simple.ipynb
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index 68951ab..0000000
--- a/docs/examples/sugiyama-simple.ipynb
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-{
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- "from ogdf_python import *\n",
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- "\n",
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- "\n",
- "for n in G.nodes:\n",
- " GA.label[n] = \"N%s\" % n.index()\n",
- "\n",
- "SL = ogdf.SugiyamaLayout()\n",
- "SL.call(GA)\n",
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- "GA"
- ]
- }
- ],
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",
- "_dom_classes": [],
- "_figure_label": "Figure",
- "_image_mode": "full",
- "_message": "",
- "_model_module": "jupyter-matplotlib",
- "_model_module_version": "^0.11",
- "_model_name": "MPLCanvasModel",
- "_rubberband_height": 0,
- "_rubberband_width": 0,
- "_rubberband_x": 0,
- "_rubberband_y": 0,
- "_size": [
- 640.0,
- 480.0
- ],
- "_view_count": null,
- "_view_module": "jupyter-matplotlib",
- "_view_module_version": "^0.11",
- "_view_name": "MPLCanvasView",
- "capture_scroll": true,
- "footer_visible": false,
- "header_visible": false,
- "layout": "IPY_MODEL_abd74e0e0f07498e82ad2af7d84396d4",
- "pan_zoom_throttle": 33.0,
- "resizable": true,
- "tabbable": null,
- "toolbar": "IPY_MODEL_b53773153a5e4df5824829ebebce6aaf",
- "toolbar_position": "left",
- "toolbar_visible": "fade-in-fade-out",
- "tooltip": null
- }
- }
- },
- "version_major": 2,
- "version_minor": 0
- }
- }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/docs/examples/sugiyama-simple.svg b/docs/examples/sugiyama-simple.svg
deleted file mode 100644
index 7f19414..0000000
--- a/docs/examples/sugiyama-simple.svg
+++ /dev/null
@@ -1,245 +0,0 @@
-
-
diff --git a/docs/examples/cpp-interaction.ipynb b/docs/source/examples/cpp-interaction.ipynb
similarity index 52%
rename from docs/examples/cpp-interaction.ipynb
rename to docs/source/examples/cpp-interaction.ipynb
index 6659f7a..523edf7 100644
--- a/docs/examples/cpp-interaction.ipynb
+++ b/docs/source/examples/cpp-interaction.ipynb
@@ -3,15 +3,8 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "twelve-loading",
- "metadata": {
- "execution": {
- "iopub.execute_input": "2021-09-14T12:12:14.814903Z",
- "iopub.status.busy": "2021-09-14T12:12:14.814057Z",
- "iopub.status.idle": "2021-09-14T12:12:16.920874Z",
- "shell.execute_reply": "2021-09-14T12:12:16.920524Z"
- }
- },
+ "id": "a7c055b8",
+ "metadata": {},
"outputs": [],
"source": [
"%matplotlib widget\n",
@@ -22,15 +15,8 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "knowing-characterization",
- "metadata": {
- "execution": {
- "iopub.execute_input": "2021-09-14T12:12:16.930852Z",
- "iopub.status.busy": "2021-09-14T12:12:16.930311Z",
- "iopub.status.idle": "2021-09-14T12:12:16.969318Z",
- "shell.execute_reply": "2021-09-14T12:12:16.969635Z"
- }
- },
+ "id": "d98a74f9",
+ "metadata": {},
"outputs": [],
"source": [
"%%cpp\n",
@@ -45,15 +31,8 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "martial-allergy",
- "metadata": {
- "execution": {
- "iopub.execute_input": "2021-09-14T12:12:16.980660Z",
- "iopub.status.busy": "2021-09-14T12:12:16.980124Z",
- "iopub.status.idle": "2021-09-14T12:12:17.256498Z",
- "shell.execute_reply": "2021-09-14T12:12:17.256156Z"
- }
- },
+ "id": "59fdaf2b",
+ "metadata": {},
"outputs": [],
"source": [
"G = cpp.G\n",
@@ -79,15 +58,8 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "varying-frame",
- "metadata": {
- "execution": {
- "iopub.execute_input": "2021-09-14T12:12:17.270634Z",
- "iopub.status.busy": "2021-09-14T12:12:17.270248Z",
- "iopub.status.idle": "2021-09-14T12:12:17.272313Z",
- "shell.execute_reply": "2021-09-14T12:12:17.271951Z"
- }
- },
+ "id": "78e2c830",
+ "metadata": {},
"outputs": [],
"source": [
"%%cpp\n",
@@ -98,14 +70,8 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "sharing-sugar",
+ "id": "842151c4",
"metadata": {
- "execution": {
- "iopub.execute_input": "2021-09-14T13:18:50.317866Z",
- "iopub.status.busy": "2021-09-14T13:18:50.317492Z",
- "iopub.status.idle": "2021-09-14T13:18:50.319354Z",
- "shell.execute_reply": "2021-09-14T13:18:50.318988Z"
- },
"pycharm": {
"name": "#%%\n"
}
@@ -127,15 +93,8 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "brutal-egyptian",
- "metadata": {
- "execution": {
- "iopub.execute_input": "2021-09-14T12:12:17.379275Z",
- "iopub.status.busy": "2021-09-14T12:12:17.311586Z",
- "iopub.status.idle": "2021-09-14T12:12:17.410719Z",
- "shell.execute_reply": "2021-09-14T12:12:17.410412Z"
- }
- },
+ "id": "7e1722e0",
+ "metadata": {},
"outputs": [],
"source": [
"print(\"The node widths are\", GA.width())\n",
@@ -147,15 +106,8 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "covered-effect",
- "metadata": {
- "execution": {
- "iopub.execute_input": "2021-09-14T12:12:17.429846Z",
- "iopub.status.busy": "2021-09-14T12:12:17.429334Z",
- "iopub.status.idle": "2021-09-14T12:12:17.432465Z",
- "shell.execute_reply": "2021-09-14T12:12:17.432081Z"
- }
- },
+ "id": "de738c3a",
+ "metadata": {},
"outputs": [],
"source": [
"print(\"Deleting node number %s:\" % middle, repr(G.nodes[middle]))\n",
@@ -174,15 +126,8 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "wrapped-mexican",
- "metadata": {
- "execution": {
- "iopub.execute_input": "2021-09-14T12:12:17.439841Z",
- "iopub.status.busy": "2021-09-14T12:12:17.439298Z",
- "iopub.status.idle": "2021-09-14T12:12:17.444310Z",
- "shell.execute_reply": "2021-09-14T12:12:17.443968Z"
- }
- },
+ "id": "0f1b390e",
+ "metadata": {},
"outputs": [],
"source": [
"# we have python docs and also the doxygen docs linked from there\n",
@@ -191,22 +136,10 @@
}
],
"metadata": {
- "kernelspec": {
- "display_name": "ogdf-python",
- "language": "python",
- "name": "ogdf-python"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.11.4"
+ "jupytext": {
+ "cell_metadata_filter": "pycharm,-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
}
},
"nbformat": 4,
diff --git a/docs/source/examples/editor.ipynb b/docs/source/examples/editor.ipynb
new file mode 100644
index 0000000..5de6fa4
--- /dev/null
+++ b/docs/source/examples/editor.ipynb
@@ -0,0 +1,55 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "caf21dd4",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%matplotlib widget\n",
+ "from ogdf_python import *\n",
+ "from ogdf_python.matplotlib import *\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "cppinclude(\"ogdf/basic/graph_generators/randomized.h\")\n",
+ "cppinclude(\"ogdf/layered/SugiyamaLayout.h\")\n",
+ "\n",
+ "G = ogdf.Graph()\n",
+ "ogdf.setSeed(1)\n",
+ "ogdf.randomPlanarTriconnectedGraph(G, 20, 40)\n",
+ "GA = ogdf.GraphAttributes(G, ogdf.GraphAttributes.all)\n",
+ "\n",
+ "for n in G.nodes:\n",
+ " GA.label[n] = \"N%s\" % n.index()\n",
+ "\n",
+ "SL = ogdf.SugiyamaLayout()\n",
+ "SL.call(GA)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "9049d458",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "GE = GraphEditorLayout(GA)\n",
+ "display(GE)\n",
+ "# click so select a node or edge\n",
+ "# [del] deletes the selected object\n",
+ "# [ctrl]+click on a node while another node is selected adds an edge\n",
+ "# double click on the background adds a node"
+ ]
+ }
+ ],
+ "metadata": {
+ "jupytext": {
+ "cell_metadata_filter": "-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/examples/interactive-bfs.ipynb b/docs/source/examples/interactive-bfs.ipynb
similarity index 60%
rename from docs/examples/interactive-bfs.ipynb
rename to docs/source/examples/interactive-bfs.ipynb
index 31eda28..1bee7c1 100644
--- a/docs/examples/interactive-bfs.ipynb
+++ b/docs/source/examples/interactive-bfs.ipynb
@@ -3,15 +3,8 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "intense-february",
- "metadata": {
- "execution": {
- "iopub.execute_input": "2021-09-01T10:18:35.146158Z",
- "iopub.status.busy": "2021-09-01T10:18:35.140634Z",
- "iopub.status.idle": "2021-09-01T10:18:36.611404Z",
- "shell.execute_reply": "2021-09-01T10:18:36.611034Z"
- }
- },
+ "id": "fc83d1e8",
+ "metadata": {},
"outputs": [],
"source": [
"# %env OGDF_BUILD_DIR=~/ogdf/build-debug\n",
@@ -37,15 +30,8 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "veterinary-meeting",
- "metadata": {
- "execution": {
- "iopub.execute_input": "2021-09-01T10:18:36.615207Z",
- "iopub.status.busy": "2021-09-01T10:18:36.614835Z",
- "iopub.status.idle": "2021-09-01T10:18:36.616478Z",
- "shell.execute_reply": "2021-09-01T10:18:36.616144Z"
- }
- },
+ "id": "0aaccda6",
+ "metadata": {},
"outputs": [],
"source": [
"def search(G, node1, GA=None, mode=FIRST):\n",
@@ -73,15 +59,8 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cellular-electricity",
- "metadata": {
- "execution": {
- "iopub.execute_input": "2021-09-01T10:18:36.620527Z",
- "iopub.status.busy": "2021-09-01T10:18:36.620198Z",
- "iopub.status.idle": "2021-09-01T10:18:36.621925Z",
- "shell.execute_reply": "2021-09-01T10:18:36.621599Z"
- }
- },
+ "id": "f82748ea",
+ "metadata": {},
"outputs": [],
"source": [
"def dfs(G):\n",
@@ -116,15 +95,8 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "polished-position",
- "metadata": {
- "execution": {
- "iopub.execute_input": "2021-09-01T10:18:36.680987Z",
- "iopub.status.busy": "2021-09-01T10:18:36.636849Z",
- "iopub.status.idle": "2021-09-01T10:18:36.694363Z",
- "shell.execute_reply": "2021-09-01T10:18:36.694679Z"
- }
- },
+ "id": "91bc86fa",
+ "metadata": {},
"outputs": [],
"source": [
"it = search(G, G.nodes[0], GA, LAST)\n",
@@ -134,15 +106,8 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "opponent-weight",
- "metadata": {
- "execution": {
- "iopub.execute_input": "2021-09-01T10:18:36.703220Z",
- "iopub.status.busy": "2021-09-01T10:18:36.702548Z",
- "iopub.status.idle": "2021-09-01T10:18:36.792123Z",
- "shell.execute_reply": "2021-09-01T10:18:36.791758Z"
- }
- },
+ "id": "98e5a61c",
+ "metadata": {},
"outputs": [],
"source": [
"try:\n",
@@ -154,22 +119,10 @@
}
],
"metadata": {
- "kernelspec": {
- "display_name": "ogdf-python",
- "language": "python",
- "name": "ogdf-python"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.9.6"
+ "jupytext": {
+ "cell_metadata_filter": "-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
}
},
"nbformat": 4,
diff --git a/docs/examples/interactive-dfs-ui.ipynb b/docs/source/examples/interactive-dfs-ui.ipynb
similarity index 90%
rename from docs/examples/interactive-dfs-ui.ipynb
rename to docs/source/examples/interactive-dfs-ui.ipynb
index 3fe8b4f..7c7db4c 100644
--- a/docs/examples/interactive-dfs-ui.ipynb
+++ b/docs/source/examples/interactive-dfs-ui.ipynb
@@ -3,7 +3,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "stone-mobility",
+ "id": "68088129",
"metadata": {},
"outputs": [],
"source": [
@@ -30,7 +30,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "environmental-fusion",
+ "id": "022743c0",
"metadata": {},
"outputs": [],
"source": [
@@ -73,7 +73,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6f9ec0b9-e4da-41bf-bff6-f2443b48c0a9",
+ "id": "5f165b41",
"metadata": {},
"outputs": [],
"source": [
@@ -135,7 +135,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "dfa2fc95-c640-4dfc-8e25-43e183e3008a",
+ "id": "fe346827",
"metadata": {},
"outputs": [],
"source": [
@@ -175,7 +175,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "53b285c9-8146-4635-85b1-0f6353f52213",
+ "id": "b585617e",
"metadata": {},
"outputs": [],
"source": [
@@ -188,7 +188,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cb971f61-0326-4e51-83c4-adc30ae79d9f",
+ "id": "8e3234ed",
"metadata": {},
"outputs": [],
"source": [
@@ -198,22 +198,10 @@
}
],
"metadata": {
- "kernelspec": {
- "display_name": "ogdf-python",
- "language": "python",
- "name": "ogdf-python"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.11.5"
+ "jupytext": {
+ "cell_metadata_filter": "-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
}
},
"nbformat": 4,
diff --git a/docs/examples/interactive-dfs.ipynb b/docs/source/examples/interactive-dfs.ipynb
similarity index 90%
rename from docs/examples/interactive-dfs.ipynb
rename to docs/source/examples/interactive-dfs.ipynb
index 0131831..56e67db 100644
--- a/docs/examples/interactive-dfs.ipynb
+++ b/docs/source/examples/interactive-dfs.ipynb
@@ -3,7 +3,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "stone-mobility",
+ "id": "538e1fa7",
"metadata": {},
"outputs": [],
"source": [
@@ -33,7 +33,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "environmental-fusion",
+ "id": "3a627d0b",
"metadata": {},
"outputs": [],
"source": [
@@ -76,7 +76,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "productive-control",
+ "id": "713fdb95",
"metadata": {},
"outputs": [],
"source": [
@@ -97,7 +97,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "representative-edwards",
+ "id": "ff58d36d",
"metadata": {
"pycharm": {
"name": "#%%\n"
@@ -155,7 +155,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "right-scientist",
+ "id": "fce98690",
"metadata": {
"jupyter": {
"outputs_hidden": false
@@ -175,7 +175,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "taken-topic",
+ "id": "2b8146e7",
"metadata": {
"jupyter": {
"outputs_hidden": false
@@ -192,7 +192,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "clinical-assignment",
+ "id": "b73bc9f7",
"metadata": {
"jupyter": {
"outputs_hidden": false
@@ -209,7 +209,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "universal-anaheim",
+ "id": "fd527c31",
"metadata": {
"jupyter": {
"outputs_hidden": false
@@ -226,7 +226,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "white-klein",
+ "id": "7a479efb",
"metadata": {
"jupyter": {
"outputs_hidden": false
@@ -243,7 +243,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "balanced-barrel",
+ "id": "c5ea3c64",
"metadata": {
"jupyter": {
"outputs_hidden": false
@@ -260,7 +260,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "conditional-disability",
+ "id": "4368fafc",
"metadata": {
"jupyter": {
"outputs_hidden": false
@@ -277,7 +277,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "greenhouse-cincinnati",
+ "id": "9e37f533",
"metadata": {
"jupyter": {
"outputs_hidden": false
@@ -294,17 +294,19 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8527db6e-3672-47e4-a188-8055af8738f8",
- "metadata": {},
+ "id": "405e0a24",
+ "metadata": {
+ "lines_to_next_cell": 2
+ },
"outputs": [],
"source": [
- "help(G)\n"
+ "help(G)"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "121c3f1f-05fd-4646-bbb9-28a8bb4e68a0",
+ "id": "63cfa403",
"metadata": {},
"outputs": [],
"source": [
@@ -329,22 +331,10 @@
}
],
"metadata": {
- "kernelspec": {
- "display_name": "ogdf-python",
- "language": "python",
- "name": "ogdf-python"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.11.4"
+ "jupytext": {
+ "cell_metadata_filter": "pycharm,jupyter,-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
}
},
"nbformat": 4,
diff --git a/docs/source/examples/iterative dfs.ipynb b/docs/source/examples/iterative dfs.ipynb
new file mode 100644
index 0000000..ae8a5ce
--- /dev/null
+++ b/docs/source/examples/iterative dfs.ipynb
@@ -0,0 +1,227 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2f0e6505",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# This cell generates a random graph for the DFS to run on.\n",
+ "\n",
+ "from ogdf_python import ogdf, cppinclude\n",
+ "import cppyy\n",
+ "\n",
+ "cppinclude(\"ogdf/basic/graph_generators/randomized.h\")\n",
+ "cppinclude(\"ogdf/layered/SugiyamaLayout.h\")\n",
+ "\n",
+ "G = ogdf.Graph()\n",
+ "ogdf.setSeed(1)\n",
+ "ogdf.randomPlanarTriconnectedGraph(G, 10, 20)\n",
+ "G2 = ogdf.Graph()\n",
+ "ogdf.randomPlanarTriconnectedGraph(G2, 5, 10)\n",
+ "G.insert(G2)\n",
+ "GA = ogdf.GraphAttributes(G, ogdf.GraphAttributes.all)\n",
+ "GA.directed = True\n",
+ "\n",
+ "SL = ogdf.SugiyamaLayout()\n",
+ "SL.call(GA)\n",
+ "GA.rotateLeft90()\n",
+ "GA"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "53ca83cc",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "order = [] # order of visited nodes\n",
+ "index = ogdf.NodeArray[int](G, -1) # index in order\n",
+ "todo = [] # pending nodes"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "ef437e30",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def find_next():\n",
+ " for n in G.nodes:\n",
+ " if index[n] == -1:\n",
+ " todo.append((None, n))\n",
+ " return True\n",
+ " return False"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "ef942fe1",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def dfs():\n",
+ " pred, u = todo.pop()\n",
+ "\n",
+ " index[u] = i = len(order)\n",
+ " order.append(u)\n",
+ "\n",
+ " GA.label[u] = str(i)\n",
+ " if pred:\n",
+ " GA.strokeColor[pred] = ogdf.Color(\"#F00\")\n",
+ "\n",
+ " # remove already processed nodes from stack\n",
+ " while todo and index[todo[-1][1]] >= 0:\n",
+ " todo.pop()\n",
+ "\n",
+ " # add unprocessed neighbors from stack\n",
+ " for adj in u.adjEntries:\n",
+ " v = adj.twinNode()\n",
+ " if index[v] == -1:\n",
+ " todo.append((adj.theEdge(), v))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "c52cf347",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def dump():\n",
+ " print(\"Order\", \", \".join(str(n.index()) for n in order))\n",
+ " print(\"Todo\", \", \".join(str(n.index()) for p, n in todo))\n",
+ " return GA"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "a0047d7e",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "find_next()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5afbc6ca",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dfs()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e6786983",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dfs()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "9c5fb010",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dfs()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "0f527952",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dfs()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2a88efb4",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%matplotlib widget\n",
+ "import ipywidgets\n",
+ "from ogdf_python.matplotlib import MatplotlibGraph\n",
+ "\n",
+ "\n",
+ "w_GA = MatplotlibGraph(GA)\n",
+ "w_todo = ipywidgets.Label()\n",
+ "w_order = ipywidgets.Label()\n",
+ "b_dfs = ipywidgets.Button(description=\"Step\")\n",
+ "b_next = ipywidgets.Button(description=\"Next Component\")\n",
+ "b_reset = ipywidgets.Button(description=\"Reset\")\n",
+ "\n",
+ "\n",
+ "def update():\n",
+ " w_GA.update_all()\n",
+ " w_todo.value = \"Todo: \" + \", \".join(str(n.index()) for p, n in todo)\n",
+ " w_order.value = \"Order: \" + \", \".join(str(n.index()) for n in order)\n",
+ " b_dfs.disabled = not todo\n",
+ "\n",
+ "\n",
+ "def b_dfs_click(*args):\n",
+ " dfs()\n",
+ " update()\n",
+ "\n",
+ "\n",
+ "b_dfs.on_click(b_dfs_click)\n",
+ "\n",
+ "\n",
+ "def b_next_click(*args):\n",
+ " find_next()\n",
+ " update()\n",
+ "\n",
+ "\n",
+ "b_next.on_click(b_next_click)\n",
+ "\n",
+ "\n",
+ "def b_reset_click(*args):\n",
+ " order.clear()\n",
+ " index.fill(-1)\n",
+ " todo.clear()\n",
+ " to_reset = ogdf.GraphAttributes.edgeStyle | ogdf.GraphAttributes.nodeLabel\n",
+ " GA.destroyAttributes(to_reset)\n",
+ " GA.addAttributes(to_reset)\n",
+ " update()\n",
+ "\n",
+ "\n",
+ "b_reset.on_click(b_reset_click)\n",
+ "\n",
+ "update()\n",
+ "ipywidgets.VBox(\n",
+ " [ipywidgets.HBox([b_dfs, b_next, b_reset]), w_todo, w_order, w_GA.ax.figure.canvas]\n",
+ ")"
+ ]
+ }
+ ],
+ "metadata": {
+ "jupytext": {
+ "cell_metadata_filter": "-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/examples/layouts.ipynb b/docs/source/examples/layouts.ipynb
similarity index 64%
rename from docs/examples/layouts.ipynb
rename to docs/source/examples/layouts.ipynb
index 0868df9..7c278d7 100644
--- a/docs/examples/layouts.ipynb
+++ b/docs/source/examples/layouts.ipynb
@@ -3,51 +3,37 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7cda12ee-a55f-498a-8c94-fae556a53778",
+ "id": "6a7ee30e",
"metadata": {},
"outputs": [],
"source": [
"%matplotlib widget\n",
- "\n",
"from ogdf_python import *\n",
"\n",
- "# from ogdf_python.doxygen import find_include\n",
- "# {l: find_include(\"ogdf\", *l.split(\".\")) for l in layouts}\n",
- "\n",
+ "# All currently usable layouts provided by the ogdf:\n",
"layouts = {\n",
" 'BalloonLayout': 'ogdf/misclayout/BalloonLayout.h',\n",
" 'BertaultLayout': 'ogdf/misclayout/BertaultLayout.h',\n",
" 'CircularLayout': 'ogdf/misclayout/CircularLayout.h',\n",
- "# 'ComponentSplitterLayout': 'ogdf/packing/ComponentSplitterLayout.h',\n",
" 'DavidsonHarelLayout': 'ogdf/energybased/DavidsonHarelLayout.h',\n",
- " 'DominanceLayout': 'ogdf/upward/DominanceLayout.h', # fails\n",
" 'DTreeMultilevelEmbedder2D': 'ogdf/energybased/DTreeMultilevelEmbedder.h',\n",
" 'DTreeMultilevelEmbedder3D': 'ogdf/energybased/DTreeMultilevelEmbedder.h',\n",
" 'FastMultipoleEmbedder': 'ogdf/energybased/FastMultipoleEmbedder.h',\n",
" 'FastMultipoleMultilevelEmbedder': 'ogdf/energybased/FastMultipoleEmbedder.h',\n",
" 'FMMMLayout': 'ogdf/energybased/FMMMLayout.h',\n",
- "# 'ForceLayoutModule': 'ogdf/energybased/ForceLayoutModule.h',\n",
" 'FPPLayout': 'ogdf/planarlayout/FPPLayout.h',\n",
" 'GEMLayout': 'ogdf/energybased/GEMLayout.h',\n",
- "# 'GridLayoutModule': 'ogdf/planarlayout/GridLayoutModule.h',\n",
" 'LinearLayout': 'ogdf/misclayout/LinearLayout.h',\n",
- " 'MixedModelLayout': 'ogdf/planarlayout/MixedModelLayout.h', # fails\n",
" 'ModularMultilevelMixer': 'ogdf/energybased/multilevel_mixer/ModularMultilevelMixer.h',\n",
" 'MultilevelLayout': 'ogdf/energybased/MultilevelLayout.h',\n",
- "# 'MultilevelLayoutModule': 'ogdf/energybased/multilevel_mixer/MultilevelLayoutModule.h',\n",
" 'NodeRespecterLayout': 'ogdf/energybased/NodeRespecterLayout.h',\n",
" 'PivotMDS': 'ogdf/energybased/PivotMDS.h',\n",
" 'PlanarDrawLayout': 'ogdf/planarlayout/PlanarDrawLayout.h',\n",
" 'PlanarizationGridLayout': 'ogdf/planarity/PlanarizationGridLayout.h',\n",
" 'PlanarizationLayout': 'ogdf/planarity/PlanarizationLayout.h',\n",
" 'PlanarStraightLayout': 'ogdf/planarlayout/PlanarStraightLayout.h',\n",
- "# 'PreprocessorLayout': 'ogdf/basic/PreprocessorLayout.h',\n",
- "# 'ProcrustesSubLayout': 'ogdf/misclayout/ProcrustesSubLayout.h',\n",
" 'RadialTreeLayout': 'ogdf/tree/RadialTreeLayout.h',\n",
- "# 'ScalingLayout': 'ogdf/energybased/multilevel_mixer/ScalingLayout.h',\n",
" 'SchnyderLayout': 'ogdf/planarlayout/SchnyderLayout.h',\n",
- "# 'SimpleCCPacker': 'ogdf/packing/SimpleCCPacker.h',\n",
- "# 'spring_embedder.SpringEmbedderBase': 'ogdf/energybased/spring_embedder/SpringEmbedderBase.h',\n",
" 'SpringEmbedderFRExact': 'ogdf/energybased/SpringEmbedderFRExact.h',\n",
" 'SpringEmbedderGridVariant': 'ogdf/energybased/SpringEmbedderGridVariant.h',\n",
" 'SpringEmbedderKK': 'ogdf/energybased/SpringEmbedderKK.h',\n",
@@ -55,18 +41,18 @@
" 'SugiyamaLayout': 'ogdf/layered/SugiyamaLayout.h',\n",
" 'TreeLayout': 'ogdf/tree/TreeLayout.h',\n",
" 'TutteLayout': 'ogdf/energybased/TutteLayout.h',\n",
- " 'UpwardPlanarizationLayout': 'ogdf/upward/UpwardPlanarizationLayout.h', # fails\n",
- " 'VisibilityLayout': 'ogdf/upward/VisibilityLayout.h' # fails\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3d266dd0-6c53-4109-9f67-9329edd6bc4c",
+ "id": "d71e8c64",
"metadata": {},
"outputs": [],
"source": [
+ "\n",
+ "# Generate some example graph\n",
"cppinclude(\"ogdf/basic/graph_generators/randomized.h\")\n",
"cppinclude(\"ogdf/layered/SugiyamaLayout.h\")\n",
"\n",
@@ -80,23 +66,20 @@
"GA = ogdf.GraphAttributes(G, ogdf.GraphAttributes.all)\n",
"\n",
"for n in G.nodes:\n",
- " GA.label[n] = \"N%s\" % n.index()\n",
- "\n",
- "SL = ogdf.SugiyamaLayout()\n",
- "SL.call(GA)\n",
- "#GA"
+ " GA.label[n] = \"N%s\" % n.index()"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a245863e-55e1-4652-a66c-a46fab330c10",
+ "id": "fe42db94",
"metadata": {},
"outputs": [],
"source": [
"import ipywidgets as ipyw\n",
"import textwrap\n",
- "select = ipyw.Dropdown(options=layouts.keys(), value=\"SugiyamaLayout\")\n",
+ "from ogdf_python.matplotlib import MatplotlibGraph\n",
+ "select = ipyw.Dropdown(options=layouts.keys())\n",
"widget = MatplotlibGraph(GA)\n",
"info = ipyw.HTML()\n",
"\n",
@@ -130,49 +113,17 @@
" \n",
"\n",
"select.observe(set_layout, names='value')\n",
+ "select.value = \"SugiyamaLayout\"\n",
"\n",
"display(ipyw.VBox([ipyw.HBox([select, info]), widget.ax.figure.canvas]))"
]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "4529ed69-d7d0-49a4-aff4-3dffd176ab61",
- "metadata": {},
- "outputs": [],
- "source": [
- "cppinclude(\"ogdf/energybased/TutteLayout.h\")\n",
- "cppinclude(\"ogdf/basic/simple_graph_alg.h\")\n",
- "cppinclude(\"ogdf/basic/extended_graph_alg.h\")\n",
- "L = ogdf.TutteLayout()\n",
- "GC = ogdf.GraphCopy(G)\n",
- "GCA = ogdf.GraphAttributes(GC, ogdf.GraphAttributes.all)\n",
- "ogdf.makeConnected(GC)\n",
- "ogdf.planarEmbed(GC)\n",
- "ogdf.triangulate(GC)\n",
- "L.call(GCA)\n",
- "GCA.transferToOriginal(GA)\n",
- "GA"
- ]
}
],
"metadata": {
- "kernelspec": {
- "display_name": "Python 3 (ipykernel)",
- "language": "python",
- "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": "3.11.5"
+ "jupytext": {
+ "cell_metadata_filter": "-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
}
},
"nbformat": 4,
diff --git a/docs/examples/ogdf-includes.ipynb b/docs/source/examples/ogdf-includes.ipynb
similarity index 83%
rename from docs/examples/ogdf-includes.ipynb
rename to docs/source/examples/ogdf-includes.ipynb
index 3fb9fd9..34b4c64 100644
--- a/docs/examples/ogdf-includes.ipynb
+++ b/docs/source/examples/ogdf-includes.ipynb
@@ -3,12 +3,8 @@
{
"cell_type": "code",
"execution_count": null,
- "metadata": {
- "ExecuteTime": {
- "end_time": "2023-09-21T08:36:00.074116426Z",
- "start_time": "2023-09-21T08:36:00.032105573Z"
- }
- },
+ "id": "facf606a",
+ "metadata": {},
"outputs": [],
"source": [
"%matplotlib widget\n",
@@ -23,12 +19,8 @@
{
"cell_type": "code",
"execution_count": null,
- "metadata": {
- "ExecuteTime": {
- "end_time": "2023-09-20T21:37:12.874505060Z",
- "start_time": "2023-09-20T21:37:11.330315417Z"
- }
- },
+ "id": "886ad438",
+ "metadata": {},
"outputs": [],
"source": [
"DIR = get_ogdf_include_path()\n",
@@ -82,6 +74,7 @@
{
"cell_type": "code",
"execution_count": null,
+ "id": "c248f06b",
"metadata": {
"pycharm": {
"name": "#%%\n"
@@ -120,24 +113,12 @@
}
],
"metadata": {
- "kernelspec": {
- "display_name": "Python 3 (ipykernel)",
- "language": "python",
- "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": "3.11.5"
+ "jupytext": {
+ "cell_metadata_filter": "pycharm,-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
}
},
"nbformat": 4,
- "nbformat_minor": 4
+ "nbformat_minor": 5
}
diff --git a/docs/examples/pitfalls.ipynb b/docs/source/examples/pitfalls.ipynb
similarity index 55%
rename from docs/examples/pitfalls.ipynb
rename to docs/source/examples/pitfalls.ipynb
index b7498c1..dcaa598 100644
--- a/docs/examples/pitfalls.ipynb
+++ b/docs/source/examples/pitfalls.ipynb
@@ -3,14 +3,8 @@
{
"cell_type": "code",
"execution_count": null,
- "metadata": {
- "execution": {
- "iopub.execute_input": "2023-09-15T13:35:31.497712Z",
- "iopub.status.busy": "2023-09-15T13:35:31.496905Z",
- "iopub.status.idle": "2023-09-15T13:35:33.604563Z",
- "shell.execute_reply": "2023-09-15T13:35:33.603977Z"
- }
- },
+ "id": "ef2643e8",
+ "metadata": {},
"outputs": [],
"source": [
"# uncomment if you didn't set this globally:\n",
@@ -21,14 +15,8 @@
{
"cell_type": "code",
"execution_count": null,
- "metadata": {
- "execution": {
- "iopub.execute_input": "2023-09-15T13:35:33.631833Z",
- "iopub.status.busy": "2023-09-15T13:35:33.631616Z",
- "iopub.status.idle": "2023-09-15T13:35:33.813857Z",
- "shell.execute_reply": "2023-09-15T13:35:33.813245Z"
- }
- },
+ "id": "7015b8c0",
+ "metadata": {},
"outputs": [],
"source": [
"cppinclude(\"ogdf/layered/SugiyamaLayout.h\")\n",
@@ -55,14 +43,8 @@
{
"cell_type": "code",
"execution_count": null,
- "metadata": {
- "execution": {
- "iopub.execute_input": "2023-09-15T13:35:33.816229Z",
- "iopub.status.busy": "2023-09-15T13:35:33.816038Z",
- "iopub.status.idle": "2023-09-15T13:35:33.881487Z",
- "shell.execute_reply": "2023-09-15T13:35:33.880970Z"
- }
- },
+ "id": "01941b46",
+ "metadata": {},
"outputs": [],
"source": [
"for i in range(5):\n",
@@ -74,24 +56,12 @@
}
],
"metadata": {
- "kernelspec": {
- "display_name": "ogdf-python",
- "language": "python",
- "name": "ogdf-python"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.11.5"
+ "jupytext": {
+ "cell_metadata_filter": "-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
}
},
"nbformat": 4,
- "nbformat_minor": 4
+ "nbformat_minor": 5
}
diff --git a/docs/source/examples/recursive dfs.ipynb b/docs/source/examples/recursive dfs.ipynb
new file mode 100644
index 0000000..400ada3
--- /dev/null
+++ b/docs/source/examples/recursive dfs.ipynb
@@ -0,0 +1,286 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "63a020c6",
+ "metadata": {
+ "lines_to_next_cell": 2
+ },
+ "outputs": [],
+ "source": [
+ "# This cell generates a random graph for the DFS to run on.\n",
+ "\n",
+ "import cppyy\n",
+ "\n",
+ "# %env OGDF_BUILD_DIR=~/ogdf/build-debug\n",
+ "# uncomment if you didn't set this globally\n",
+ "from ogdf_python import ogdf, cppinclude\n",
+ "\n",
+ "cppinclude(\"ogdf/basic/graph_generators/randomized.h\")\n",
+ "cppinclude(\"ogdf/layered/SugiyamaLayout.h\")\n",
+ "null_node = cppyy.bind_object(cppyy.nullptr, \"ogdf::NodeElement\")\n",
+ "\n",
+ "G = ogdf.Graph()\n",
+ "ogdf.setSeed(1)\n",
+ "ogdf.randomPlanarTriconnectedGraph(G, 10, 20)\n",
+ "GA = ogdf.GraphAttributes(G, ogdf.GraphAttributes.all)\n",
+ "GA.directed = True\n",
+ "\n",
+ "SL = ogdf.SugiyamaLayout()\n",
+ "SL.call(GA)\n",
+ "GA.rotateRight90()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3c9b3980",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# This is the main DFS code. Compare it with the slides from the lecture!\n",
+ "\n",
+ "\n",
+ "def dfs(G):\n",
+ " # NodeArrays are used to store information \"labelling\" individual nodes\n",
+ " discovery = ogdf.NodeArray[int](G, -1)\n",
+ " finish = ogdf.NodeArray[int](G, -1)\n",
+ " predecessor = ogdf.NodeArray[\"ogdf::node\"](G, null_node)\n",
+ "\n",
+ " time = 0\n",
+ "\n",
+ " def dfs_visit(u):\n",
+ " nonlocal time # (we need to overwrite this variable from the parent function)\n",
+ "\n",
+ " time += 1\n",
+ " discovery[u] = time\n",
+ " # yield stops the execution of our method and passes the variables to our caller\n",
+ " yield u, discovery, finish, predecessor\n",
+ " # the code will continue here the next time `next(it)` is called\n",
+ "\n",
+ " for adj in u.adjEntries:\n",
+ " v = adj.twinNode()\n",
+ " if adj.isSource() and discovery[v] < 0:\n",
+ " predecessor[v] = u\n",
+ " # yield from simply \"copies over\" all yield statements from the called method\n",
+ " yield from dfs_visit(v)\n",
+ "\n",
+ " time += 1\n",
+ " finish[u] = time\n",
+ " # yield again to report the state after\n",
+ " yield u, discovery, finish, predecessor\n",
+ "\n",
+ " for node in G.nodes:\n",
+ " if discovery[node] < 0:\n",
+ " yield from dfs_visit(node)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3c546f57",
+ "metadata": {
+ "lines_to_next_cell": 2
+ },
+ "outputs": [],
+ "source": [
+ "# This cell (re-)starts the DFS and (re-)initializes the drawing of the graph\n",
+ "\n",
+ "last = None\n",
+ "for u in G.nodes:\n",
+ " GA.label[u] = \"\"\n",
+ " GA.strokeColor[u] = ogdf.Color(230, 230, 230)\n",
+ " GA.width[u] = 40\n",
+ " GA.fillColor[u] = ogdf.Color(ogdf.Color.Name.White)\n",
+ "for e in G.edges:\n",
+ " GA.strokeColor[e] = ogdf.Color(150, 150, 150)\n",
+ "it = dfs(G)\n",
+ "GA"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "0a78092f",
+ "metadata": {
+ "pycharm": {
+ "name": "#%%\n"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "# This method executes one DFS step and then visualizes the current state\n",
+ "\n",
+ "\n",
+ "def make_step():\n",
+ " global it, last\n",
+ " try:\n",
+ " # !!! This is the important line:\n",
+ " u, discovery, finish, predecessor = next(it)\n",
+ " # All the following code is just for updating the visualisation\n",
+ " d = discovery[u]\n",
+ " f = finish[u]\n",
+ " GA.label[u] = \"(%s, %s)\" % (d, f)\n",
+ " print(GA.label[u])\n",
+ "\n",
+ " if f < 0:\n",
+ " GA.strokeColor[u] = ogdf.Color(150, 150, 150)\n",
+ " else:\n",
+ " GA.strokeColor[u] = ogdf.Color(0, 0, 0)\n",
+ "\n",
+ " for adj in u.adjEntries:\n",
+ " e = adj.theEdge()\n",
+ " ds = discovery[e.source()]\n",
+ " fs = finish[e.source()]\n",
+ " dt = discovery[e.target()]\n",
+ " ft = finish[e.target()]\n",
+ "\n",
+ " if ds < 0:\n",
+ " continue\n",
+ " elif predecessor[e.target()] == e.source():\n",
+ " GA.strokeColor[e] = ogdf.Color(ogdf.Color.Name.Darkblue)\n",
+ " elif dt >= 0 and dt < ds:\n",
+ " if ft >= 0 and fs > ft:\n",
+ " GA.strokeColor[e] = ogdf.Color(ogdf.Color.Name.Pink) # FIXME\n",
+ " else:\n",
+ " GA.strokeColor[e] = ogdf.Color(ogdf.Color.Name.Lightgreen)\n",
+ " elif ds < dt:\n",
+ " GA.strokeColor[e] = ogdf.Color(ogdf.Color.Name.Lightblue)\n",
+ "\n",
+ " if last is not None:\n",
+ " GA.fillColor[last] = ogdf.Color(255, 255, 255)\n",
+ " GA.fillColor[u] = ogdf.Color(ogdf.Color.Name.Lightpink)\n",
+ " last = u\n",
+ "\n",
+ " except StopIteration as e:\n",
+ " print(\"done\", e.args)\n",
+ " return GA"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "06924079",
+ "metadata": {
+ "pycharm": {
+ "name": "#%%\n"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "make_step()\n",
+ "\n",
+ "# You can also run this cell multiple times to see the graph being updated\n",
+ "# For the static version of this notebook I included the next steps separately"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "74e129ce",
+ "metadata": {
+ "pycharm": {
+ "name": "#%%\n"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "make_step()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "70dea877",
+ "metadata": {
+ "pycharm": {
+ "name": "#%%\n"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "make_step()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "8bd00a39",
+ "metadata": {
+ "pycharm": {
+ "name": "#%%\n"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "make_step()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "8f719f69",
+ "metadata": {
+ "pycharm": {
+ "name": "#%%\n"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "make_step()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "b17ae9dd",
+ "metadata": {
+ "pycharm": {
+ "name": "#%%\n"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "make_step()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d911de75",
+ "metadata": {
+ "pycharm": {
+ "name": "#%%\n"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "make_step()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "0655b827",
+ "metadata": {
+ "pycharm": {
+ "name": "#%%\n"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "make_step()"
+ ]
+ }
+ ],
+ "metadata": {
+ "jupytext": {
+ "cell_metadata_filter": "pycharm,-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/source/examples/sugiyama-simple.ipynb b/docs/source/examples/sugiyama-simple.ipynb
new file mode 100644
index 0000000..8d401b4
--- /dev/null
+++ b/docs/source/examples/sugiyama-simple.ipynb
@@ -0,0 +1,46 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "0fb09588",
+ "metadata": {
+ "editable": true,
+ "slideshow": {
+ "slide_type": ""
+ }
+ },
+ "outputs": [],
+ "source": [
+ "%matplotlib widget\n",
+ "# uncomment if you didn't install OGDF globally:\n",
+ "# %env OGDF_BUILD_DIR=~/ogdf/build-debug\n",
+ "from ogdf_python import *\n",
+ "cppinclude(\"ogdf/basic/graph_generators/randomized.h\")\n",
+ "cppinclude(\"ogdf/layered/SugiyamaLayout.h\")\n",
+ "\n",
+ "G = ogdf.Graph()\n",
+ "ogdf.setSeed(1)\n",
+ "ogdf.randomPlanarTriconnectedGraph(G, 20, 40)\n",
+ "GA = ogdf.GraphAttributes(G, ogdf.GraphAttributes.all)\n",
+ "\n",
+ "for n in G.nodes:\n",
+ " GA.label[n] = \"N%s\" % n.index()\n",
+ "\n",
+ "SL = ogdf.SugiyamaLayout()\n",
+ "SL.call(GA)\n",
+ "ogdf.GraphIO.drawSVG(GA, \"sugiyama-simple.svg\")\n",
+ "GA"
+ ]
+ }
+ ],
+ "metadata": {
+ "jupytext": {
+ "cell_metadata_filter": "slideshow,editable,-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/source/tasks/1 tree layout.ipynb b/docs/source/tasks/1 tree layout.ipynb
new file mode 100644
index 0000000..0d6dda8
--- /dev/null
+++ b/docs/source/tasks/1 tree layout.ipynb
@@ -0,0 +1,65 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "baa0620f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%matplotlib widget\n",
+ "from ogdf_python import ogdf, cppinclude\n",
+ "\n",
+ "cppinclude(\"ogdf/basic/graph_generators/randomized.h\")\n",
+ "\n",
+ "G = ogdf.Graph()\n",
+ "ogdf.setSeed(1)\n",
+ "ogdf.randomTree(G, 15)\n",
+ "root = G.nodes[0]\n",
+ "GA = ogdf.GraphAttributes(G, ogdf.GraphAttributes.all)\n",
+ "\n",
+ "G"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3e56f5e9",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "depth = ogdf.NodeArray[int](G, -1)\n",
+ "\n",
+ "\n",
+ "# TODO fill in the dots, possibly making changes to the surrounding code\n",
+ "def postorder(n, level=0):\n",
+ " ...\n",
+ "\n",
+ "\n",
+ "postorder(root)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "b5b479f7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "for n in G.nodes:\n",
+ " GA.y[n] = depth[n] * 50 # TODO first, try to calculate the depth\n",
+ " GA.x[n] = 0 # TODO second, update this to the postorder index\n",
+ "GA"
+ ]
+ }
+ ],
+ "metadata": {
+ "jupytext": {
+ "cell_metadata_filter": "-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/source/tasks/2 topsort.ipynb b/docs/source/tasks/2 topsort.ipynb
new file mode 100644
index 0000000..4d585cd
--- /dev/null
+++ b/docs/source/tasks/2 topsort.ipynb
@@ -0,0 +1,219 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "67e50b92",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# This cell generates a random graph for the topological sort to run on.\n",
+ "\n",
+ "%matplotlib widget\n",
+ "from ogdf_python import ogdf, cppinclude\n",
+ "import cppyy\n",
+ "\n",
+ "cppinclude(\"ogdf/basic/graph_generators/randomized.h\")\n",
+ "cppinclude(\"ogdf/layered/SugiyamaLayout.h\")\n",
+ "cppinclude(\"ogdf/basic/simple_graph_alg.h\")\n",
+ "\n",
+ "G = ogdf.Graph()\n",
+ "GA = ogdf.GraphAttributes(G, ogdf.GraphAttributes.all)\n",
+ "GA.directed = True\n",
+ "\n",
+ "\n",
+ "def make_graph():\n",
+ " ogdf.setSeed(1)\n",
+ " G.clear()\n",
+ " G2 = ogdf.Graph()\n",
+ " ogdf.randomPlanarTriconnectedGraph(G2, 10, 20)\n",
+ " G.insert(G2)\n",
+ " ogdf.randomPlanarTriconnectedGraph(G2, 5, 10)\n",
+ " G.insert(G2)\n",
+ " ogdf.makeAcyclicByReverse(G)\n",
+ "\n",
+ " for e in G.edges:\n",
+ " GA.label[e] = str(e.index())\n",
+ " for n in G.nodes:\n",
+ " GA.label[n] = str(n.index())\n",
+ "\n",
+ " SL = ogdf.SugiyamaLayout()\n",
+ " SL.call(GA)\n",
+ " GA.rotateLeft90()\n",
+ "\n",
+ " G.delEdge(G.edges[4]) # add a second source\n",
+ "\n",
+ "\n",
+ "make_graph()\n",
+ "GA"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "0a7ec641",
+ "metadata": {},
+ "source": [
+ "The structure of the following cells may provide some guidelines, but feel free to make changes as you see fit. The dots are only a hint at where additions are probably neccesary."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3af072e6",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# TODO define which data you want to store\n",
+ "order = [] # order of nodes\n",
+ "outdeg = ogdf.NodeArray[int](G, 0) # outdegree after node deletion\n",
+ "..."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "be7a2dd4",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# TODO implement the algorithm in this reusable function\n",
+ "# this should work similar to the DFS example\n",
+ "def topo_step():\n",
+ " ..."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "198fa341",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# TODO this method should print information about the current state and return GA for display\n",
+ "def dump():\n",
+ " print(\"Order:\", ...)\n",
+ " ...\n",
+ " return GA\n",
+ "\n",
+ "\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "55d01805",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "topo_step()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3c254ffb",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# when using \"Run All Cells\" these repeated cells show multiple consecutive steps\n",
+ "topo_step()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e6365394",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "topo_step()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "0d762c3c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Bonus: use the following scaffolding for an interactive UI for your implementation\n",
+ "import ipywidgets\n",
+ "from ogdf_python.matplotlib import MatplotlibGraph\n",
+ "\n",
+ "reset()\n",
+ "w = MatplotlibGraph(GA)\n",
+ "w_order = ipywidgets.Label()\n",
+ "b_step = ipywidgets.Button(description=\"Step\")\n",
+ "b_reset = ipywidgets.Button(description=\"Reset\")\n",
+ "\n",
+ "\n",
+ "def update():\n",
+ " w_order.value = \"Order: \" + ...\n",
+ " ...\n",
+ " w.update_all()\n",
+ "\n",
+ "\n",
+ "def b_step_click(*args):\n",
+ " topo_step()\n",
+ " update()\n",
+ "\n",
+ "\n",
+ "b_step.on_click(b_step_click)\n",
+ "\n",
+ "\n",
+ "def b_reset_click(*args):\n",
+ " make_graph()\n",
+ " ...\n",
+ " update()\n",
+ "\n",
+ "\n",
+ "b_reset.on_click(b_reset_click)\n",
+ "\n",
+ "update()\n",
+ "ipywidgets.VBox(\n",
+ " [ipywidgets.HBox([b_step, b_reset]), w_order, w_sources, w.ax.figure.canvas]\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d4bd74e7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# use this if you want to allow changing the displayed node label\n",
+ "\n",
+ "d_label = ipywidgets.Dropdown(\n",
+ " options=[\"Index\", \"Degree\"],\n",
+ " value=\"Index\",\n",
+ " description=\"Node label:\",\n",
+ " disabled=False,\n",
+ ")\n",
+ "\n",
+ "\n",
+ "def label_changed(change):\n",
+ " for n in G.nodes:\n",
+ " GA.label[n] = str(n.index()) if change[\"new\"] == \"Index\" else f\"d{outdeg[n]}\"\n",
+ " w.update_all()\n",
+ "\n",
+ "\n",
+ "d_label.observe(label_changed, names=\"value\")\n",
+ "d_label"
+ ]
+ }
+ ],
+ "metadata": {
+ "jupytext": {
+ "cell_metadata_filter": "-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/source/tasks/3 dijkstra.ipynb b/docs/source/tasks/3 dijkstra.ipynb
new file mode 100644
index 0000000..f588a79
--- /dev/null
+++ b/docs/source/tasks/3 dijkstra.ipynb
@@ -0,0 +1,106 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5218fb89",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%matplotlib widget\n",
+ "from ogdf_python import ogdf, cppinclude, cppdef\n",
+ "import cppyy\n",
+ "\n",
+ "cppinclude(\"ogdf/basic/graph_generators/randomized.h\")\n",
+ "cppinclude(\"ogdf/layered/SugiyamaLayout.h\")\n",
+ "null_edge = cppyy.bind_object(cppyy.nullptr, \"ogdf::EdgeElement\")\n",
+ "\n",
+ "G = ogdf.Graph()\n",
+ "ogdf.setSeed(1)\n",
+ "ogdf.randomPlanarCNBGraph(G, 10, 20, 3)\n",
+ "GA = ogdf.GraphAttributes(G, ogdf.GraphAttributes.all)\n",
+ "GA.directed = True\n",
+ "\n",
+ "for n in G.nodes:\n",
+ " GA.label[n] = str(n.index())\n",
+ "s = G.nodes[0]\n",
+ "GA.strokeColor[s] = ogdf.Color(\"#0C0\")\n",
+ "\n",
+ "SL = ogdf.SugiyamaLayout()\n",
+ "SL.call(GA)\n",
+ "GA.rotateLeft90()\n",
+ "GA"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "cefad0c0",
+ "metadata": {
+ "lines_to_next_cell": 2
+ },
+ "outputs": [],
+ "source": [
+ "def cmp(a, b): # comparator function for two nodes a, b\n",
+ " return ...\n",
+ "\n",
+ "\n",
+ "# create PriorityQueue of nodes with the given comparator function\n",
+ "cppinclude(\"ogdf/basic/PriorityQueue.h\")\n",
+ "todo = ogdf.PriorityQueue[\n",
+ " \"ogdf::node\", \"std::function\", \"ogdf::PairingHeap\"\n",
+ "](cmp)\n",
+ "\n",
+ "# this node array can be used to store the position of nodes in the priority queue for decreasing their key\n",
+ "null_pqnode = cppyy.bind_object(cppyy.nullptr, \"ogdf::PairingHeapNode\")\n",
+ "handles = ogdf.NodeArray[\"ogdf::PairingHeapNode*\"](G, null_pqnode)\n",
+ "\n",
+ "# see help(todo) and the C++ Docs for more information"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "ca53d94c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def step():\n",
+ " ..."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "098e814b",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import ipywidgets\n",
+ "from ogdf_python.matplotlib import MatplotlibGraph\n",
+ "\n",
+ "w = MatplotlibGraph(GA)\n",
+ "w_todo = ipywidgets.Label()\n",
+ "b_step = ipywidgets.Button(description=\"Step\")\n",
+ "\n",
+ "\n",
+ "def b_step_click(*args):\n",
+ " ...\n",
+ "\n",
+ "\n",
+ "b_step.on_click(b_step_click)\n",
+ "\n",
+ "ipywidgets.VBox([b_step, w_todo, w.ax.figure.canvas])"
+ ]
+ }
+ ],
+ "metadata": {
+ "jupytext": {
+ "cell_metadata_filter": "-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/source/tasks/4 contraction.ipynb b/docs/source/tasks/4 contraction.ipynb
new file mode 100644
index 0000000..c414174
--- /dev/null
+++ b/docs/source/tasks/4 contraction.ipynb
@@ -0,0 +1,185 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e9676af9",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%matplotlib widget\n",
+ "from ogdf_python import ogdf, cppinclude\n",
+ "from itertools import combinations\n",
+ "\n",
+ "cppinclude(\"ogdf/basic/simple_graph_alg.h\")\n",
+ "\n",
+ "G = ogdf.Graph()\n",
+ "GA = ogdf.GraphAttributes(G, ogdf.GraphAttributes.all)\n",
+ "N = []\n",
+ "E = []\n",
+ "\n",
+ "\n",
+ "def mknodes(x):\n",
+ " return [G.newNode() for _ in range(x)]\n",
+ "\n",
+ "\n",
+ "def connect(A, B):\n",
+ " return [G.newEdge(a, b) for a in A for b in B]\n",
+ "\n",
+ "\n",
+ "def draw(ns, height=0, width=500, flip=False):\n",
+ " for i, n in enumerate(ns):\n",
+ " GA.y[n] = height\n",
+ " GA.x[n] = ((i + 1) / (len(ns) + 1)) * width\n",
+ " if flip:\n",
+ " GA.y[n], GA.x[n] = GA.x[n], GA.y[n]\n",
+ "\n",
+ "\n",
+ "def make_graph():\n",
+ " G.clear()\n",
+ " N.clear()\n",
+ " N.extend([mknodes(4), mknodes(2), mknodes(3), mknodes(3)])\n",
+ " E.clear()\n",
+ " E.extend([connect(N[A], N[B]) for A, B in combinations(range(len(N)), 2)])\n",
+ "\n",
+ " for g, ns in enumerate(N):\n",
+ " for i, n in enumerate(ns):\n",
+ " GA.label[n] = f\"{g}-{i}\"\n",
+ " for e in G.edges:\n",
+ " GA.label[e] = str(e)\n",
+ " draw(N[0], 0, 500)\n",
+ " draw(N[1], 500, 500, True)\n",
+ " draw(N[2], 500, 500)\n",
+ " draw(N[3], 0, 500, True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "1fb4c22a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def contract(a, b):\n",
+ " ..."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e6e6a252",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def check_degs():\n",
+ " ..."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "df18570d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def reset():\n",
+ " make_graph()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5d4eb7ff",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import ipywidgets\n",
+ "from ogdf_python.matplotlib import MatplotlibGraph\n",
+ "\n",
+ "w_GA = MatplotlibGraph(GA)\n",
+ "selected = None\n",
+ "\n",
+ "\n",
+ "def on_node_click(n, event):\n",
+ " global selected\n",
+ " if selected:\n",
+ " GA.fillColor[selected] = ogdf.Color(\"#FFF\")\n",
+ " contract(selected, n)\n",
+ " w_GA.update_all()\n",
+ " selected = None\n",
+ " check_degs()\n",
+ " else:\n",
+ " selected = n\n",
+ " GA.fillColor[selected] = ogdf.Color(\"#CCF\")\n",
+ " w_GA.update_node(n)\n",
+ "\n",
+ "\n",
+ "w_GA.on_node_click = on_node_click\n",
+ "\n",
+ "b_reset = ipywidgets.Button(description=\"Reset\")\n",
+ "\n",
+ "\n",
+ "def b_reset_click(*args):\n",
+ " reset()\n",
+ " w_GA.update_all()\n",
+ "\n",
+ "\n",
+ "b_reset.on_click(b_reset_click)\n",
+ "\n",
+ "make_graph()\n",
+ "ipywidgets.VBox([b_reset, w_GA.ax.figure.canvas])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "de7791d9",
+ "metadata": {},
+ "source": [
+ "Example sequence for debugging:\n",
+ "```\n",
+ "contract(2-0, 2-2)\n",
+ "0 {'0-0': 0, '0-1': 0, '0-2': 0, '0-3': 0, '1-0': 0, '1-1': 0, '2-0': 0, '2-1': 0, '3-0': 0, '3-1': 0, '3-2': 0}\n",
+ "\n",
+ "contract(0-1, 0-3)\n",
+ "0 {'0-0': 0, '0-1': 0, '0-2': 0, '1-0': 0, '1-1': 0, '2-0': 0, '2-1': 0, '3-0': 0, '3-1': 0, '3-2': 0}\n",
+ "\n",
+ "contract(3-1, 0-0)\n",
+ "4 {'0-1': 1, '0-2': 1, '1-0': 0, '1-1': 0, '2-0': 0, '2-1': 0, '3-0': 1, '3-1': 4, '3-2': 1}\n",
+ "\n",
+ "contract(3-1, 1-0)\n",
+ "5 {'0-1': 1, '0-2': 1, '1-1': 1, '2-0': 0, '2-1': 0, '3-0': 1, '3-1': 5, '3-2': 1}\n",
+ "\n",
+ "contract(3-0, 0-2)\n",
+ "5 {'0-1': 2, '1-1': 1, '2-0': 0, '2-1': 0, '3-0': 3, '3-1': 4, '3-2': 2}\n",
+ "\n",
+ "contract(1-1, 3-0)\n",
+ "5 {'0-1': 2, '1-1': 3, '2-0': 0, '2-1': 0, '3-1': 3, '3-2': 2}\n",
+ "\n",
+ "contract(2-0, 2-1)\n",
+ "5 {'0-1': 2, '1-1': 3, '2-0': 0, '3-1': 3, '3-2': 2}\n",
+ "\n",
+ "contract(3-2, 0-1)\n",
+ "5 {'1-1': 2, '2-0': 0, '3-1': 2, '3-2': 2}\n",
+ "\n",
+ "contract(3-1, 3-2)\n",
+ "5 {'1-1': 1, '2-0': 0, '3-1': 1}\n",
+ "\n",
+ "contract(2-0, 1-1)\n",
+ "5 {'2-0': 1, '3-1': 1}\n",
+ "\n",
+ "contract(2-0, 3-1)\n",
+ "5 {'2-0': 0}\n",
+ "```"
+ ]
+ }
+ ],
+ "metadata": {
+ "jupytext": {
+ "cell_metadata_filter": "-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/source/tutorial/1 manual graph.ipynb b/docs/source/tutorial/1 manual graph.ipynb
new file mode 100644
index 0000000..48f4845
--- /dev/null
+++ b/docs/source/tutorial/1 manual graph.ipynb
@@ -0,0 +1,94 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "0cc3cb66",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# The following line loads the ogdf-python interface to the ogdf:\n",
+ "from ogdf_python import ogdf\n",
+ "\n",
+ "# The next line enables interactive Graph displays for the whole notebook:\n",
+ "%matplotlib widget\n",
+ "\n",
+ "# Now, let's create out first OGDF Graph!\n",
+ "\n",
+ "G = ogdf.Graph()\n",
+ "c = G.newNode()\n",
+ "print(c, \"stuff\")\n",
+ "print(\"foo\")\n",
+ "for i in range(4):\n",
+ " n: ogdf.node = G.newNode()\n",
+ " e: ogdf.edge = G.newEdge(c, n)\n",
+ " print(i, n, e)\n",
+ "\n",
+ "G # having G on the last line of a code cell displays the graph interactively"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "1598b784",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "prev = first = None\n",
+ "\n",
+ "# we can continue using all variables defined in cells run before this cell\n",
+ "for n in G.nodes:\n",
+ " print(n) # str(n) gives full information, n.index() only short id\n",
+ "\n",
+ " if n.degree() != 1: # ignore the center node\n",
+ " continue\n",
+ "\n",
+ " if prev is not None:\n",
+ " e = G.newEdge(prev, n)\n",
+ " print(e)\n",
+ " else:\n",
+ " first = n\n",
+ "\n",
+ " prev = n\n",
+ "\n",
+ "if prev != first:\n",
+ " G.newEdge(prev, first)\n",
+ "\n",
+ "G # display the updated graph"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "353603ab",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "for e in list(G.edges): # make a copy before making changes\n",
+ " if e.isIncident(c) and e.index() % 2 == 0:\n",
+ " G.delEdge(e) # invalidates `e` and iterators into G.edges\n",
+ "\n",
+ "G # also check the interactive displays above, they updated automatically!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e37133a9",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "help(G) # also check out `n` and `e`!"
+ ]
+ }
+ ],
+ "metadata": {
+ "jupytext": {
+ "cell_metadata_filter": "-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/source/tutorial/2 embeddings.ipynb b/docs/source/tutorial/2 embeddings.ipynb
new file mode 100644
index 0000000..08ddca3
--- /dev/null
+++ b/docs/source/tutorial/2 embeddings.ipynb
@@ -0,0 +1,222 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "38461e8c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%matplotlib widget\n",
+ "from ogdf_python import ogdf\n",
+ "\n",
+ "# Let's start with a clique of 4 (pairwise connected) nodes...\n",
+ "\n",
+ "G = ogdf.Graph()\n",
+ "N = [G.newNode() for _ in range(4)]\n",
+ "for u in N:\n",
+ " for v in N:\n",
+ " if u.index() < v.index():\n",
+ " G.newEdge(u, v)\n",
+ "\n",
+ "G"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "83fd88df",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# We can view the graph as a list of nodes together with a list of edges\n",
+ "nodes_str = \", \".join(str(n.index()) for n in G.nodes)\n",
+ "print(\"Nodes: [\", nodes_str, \"]\")\n",
+ "print(\"Edges:\")\n",
+ "for e in G.edges:\n",
+ " print(f\"{e.index()}: {e.source().index()} -> {e.target().index()}\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "f3118c96",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Alternatively, we can also iterate over the adjacency lists of each node\n",
+ "print(\"Adjacencies...\")\n",
+ "for u in G.nodes:\n",
+ " print(f\"...of {u}:\")\n",
+ " for adj in u.adjEntries: # u.adjEntries wraps the edges incident to u\n",
+ " # each adjEntry `adj` has methods for accessing the adjacent node or incident edge\n",
+ " # see also the image below and check out help(adj)\n",
+ " v = adj.twinNode()\n",
+ " e = adj.theEdge()\n",
+ "\n",
+ " print(\n",
+ " \" \", e.index(), \": \", u.index(), \"->\" if adj.isSource() else \"<-\", v.index()\n",
+ " )\n",
+ "\n",
+ "# note that the order of adjEntries is not reflected when displaying a graph by having `G` on a cell's last line\n",
+ "# likewise, reordering nodes and edges in the interactive preview doesn't change the order"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "e5d445ac",
+ "metadata": {
+ "lines_to_next_cell": 2
+ },
+ "source": [
+ ""
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "09c4f0fd",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def dump(o):\n",
+ " # print some infos about `o`\n",
+ " print(f\"{type(o).__name__} '{o.index()}': {o}\")\n",
+ "\n",
+ "\n",
+ "# try to guess the types of the following objects before running this cell!\n",
+ "dump(G.nodes.tail())\n",
+ "dump(G.nodes.tail().adjEntries.head())\n",
+ "dump(G.nodes.tail().adjEntries.head().theEdge())"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "775708b6",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# is there a planar drawing where the order of incident edges for each node\n",
+ "# corresponds to the order given in n.adjEntries?\n",
+ "# -> if yes G represents a combinatorial (planar) embedding\n",
+ "G.representsCombEmbedding()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "b69126cd",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# print the current orders of incident edges\n",
+ "# why does this represent no combinatorial embedding?\n",
+ "for n in G.nodes:\n",
+ " print(n)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "6c538614",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "print(N[1])\n",
+ "G.reverseAdjEdges(N[1]) # maybe flipping this node helps?\n",
+ "print(N[1])\n",
+ "print(\"Planar?\", G.representsCombEmbedding())"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "eb16e194",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "G.reverseAdjEdges(N[3]) # but flipping this one too should do the trick!\n",
+ "print(N[3])\n",
+ "print(\"Planar?\", G.representsCombEmbedding())\n",
+ "print(\"\\n\".join(str(n) for n in G.nodes)) # try to find a drawing with these orders"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "c806a712",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# in the drawing, a white region enclosed by edges is called (inner) face\n",
+ "# the white area around the drawing is the outer face\n",
+ "\n",
+ "# if G represents a combinatorial embedding, we can walk along the edges delimiting a face\n",
+ "\n",
+ "n = N[0]\n",
+ "adj = first = n.adjEntries.head()\n",
+ "print(adj) # we will walk the face to the right of this adjEntry\n",
+ "\n",
+ "while (\n",
+ " adj.clockwiseFaceSucc() != first\n",
+ "): # proceed clockwise until reaching the beginning again\n",
+ " # clockwiseFaceSucc returns the same object as jumping to the adjEntry on the other side of\n",
+ " # the edge with twin() and continuing on to the predecessing adjEntry around the twin node.\n",
+ " # see also the image below\n",
+ " print(\"next: \", adj.twin(), adj.twin().cyclicPred(), adj.clockwiseFaceSucc())\n",
+ "\n",
+ " adj = adj.clockwiseFaceSucc()\n",
+ " print(adj)\n",
+ "\n",
+ "print(\"next: \", adj.twin(), adj.twin().cyclicPred(), adj.clockwiseFaceSucc())\n",
+ "# try to locate this face in your drawing!"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "854b526a",
+ "metadata": {
+ "lines_to_next_cell": 2
+ },
+ "source": [
+ ""
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "a80747db",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# instead of manually trying to find a planar embedding, OGDF can do that for us!\n",
+ "embed = ogdf.planarEmbed(G)\n",
+ "# check out the message of the thrown exception, it should help you fixing the issue ;)\n",
+ "\n",
+ "print(\"Succeeded in embedding it planarly?\", embed) # well, that should be easy now...\n",
+ "print(\"Is it actually planar now?\", G.representsCombEmbedding())\n",
+ "print(\"\\n\".join(str(n) for n in G.nodes))\n",
+ "# the embedding is different!?\n",
+ "# how does this embedding differ from the one we found?"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "28bb9cbe",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "jupytext": {
+ "cell_metadata_filter": "-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/source/tutorial/3 graph attributes.ipynb b/docs/source/tutorial/3 graph attributes.ipynb
new file mode 100644
index 0000000..319f211
--- /dev/null
+++ b/docs/source/tutorial/3 graph attributes.ipynb
@@ -0,0 +1,174 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5510c0df",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%matplotlib widget\n",
+ "from ogdf_python import ogdf\n",
+ "\n",
+ "# Let's start with our planar graph from last lession...\n",
+ "\n",
+ "G = ogdf.Graph()\n",
+ "N = [G.newNode() for _ in range(4)]\n",
+ "for u in N:\n",
+ " for v in N:\n",
+ " if u.index() < v.index():\n",
+ " G.newEdge(u, v)\n",
+ "G.reverseAdjEdges(N[1])\n",
+ "G.reverseAdjEdges(N[3])\n",
+ "\n",
+ "G"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "9d9f94c2",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# To create a drawing of G, we have to store some drawing-related attributes about it\n",
+ "GA = ogdf.GraphAttributes(G, ogdf.GraphAttributes.all)\n",
+ "# GraphAttributes.all means that all available attributes will be enabled, more on that later\n",
+ "\n",
+ "n = N[0] # lets put this node at some coordinate and give it a name\n",
+ "GA.x[n] = 100\n",
+ "GA.y[n] = 100\n",
+ "GA.label[n] = \"n0\"\n",
+ "\n",
+ "GA"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "dd3ab586",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# the other nodes are still missing coordinates, let's fix that!\n",
+ "GA.x[N[1]], GA.y[N[1]] = 0, 0\n",
+ "GA.x[N[2]], GA.y[N[2]] = 100, 200\n",
+ "GA.x[N[3]], GA.y[N[3]] = 0, 200\n",
+ "\n",
+ "for n in N:\n",
+ " GA.label[n] = str(n.index())\n",
+ "\n",
+ "GA"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "31020726",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Note: the coordinates in GA do not need to correlate with the current combinatorial embedding!\n",
+ "print(\"Planar?\", G.representsCombEmbedding()) # G is planar while GA is not!\n",
+ "for n in G.nodes:\n",
+ " print(n)\n",
+ "# check where the orders differ!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "9e81d1e7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# one graph can have multiple drawings by having multiple instances of GraphAttributes\n",
+ "GA2 = ogdf.GraphAttributes(\n",
+ " GA\n",
+ ") # creates a copy of GA so that we only have to fix a few coordinates\n",
+ "GA2.x[N[1]], GA2.y[N[1]] = 100, 0\n",
+ "GA2.x[N[2]], GA2.y[N[2]] = 200, 200\n",
+ "GA2"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3b36c8aa",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "GA # the old, non-planar instance is still there, too!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e588ea73",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "help(GA) # GA has some nice function for modifying the drawings"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d485a828",
+ "metadata": {},
+ "source": [
+ "The following flags can be passed as second constructor argument to only enable certain attributes:\n",
+ "\n",
+ "| Bitmask Flag | Attributes |\n",
+ "|:------------------|:--------------------------------------------------------------|\n",
+ "| nodeGraphics | x, y, width, height, shape |\n",
+ "| edgeGraphics | bends |\n",
+ "| edgeStyle | strokeColor, strokeType, strokeWidth, strokeColor, strokeType |\n",
+ "| nodeStyle | strokeWidth, fillPattern, fillColor, fillBgColor |\n",
+ "| edgeLabel | label |\n",
+ "| nodeLabel | label |\n",
+ "| edgeIntWeight | intWeight |\n",
+ "| edgeDoubleWeight | doubleWeight |\n",
+ "| nodeWeight | weight |\n",
+ "| edgeType | type |\n",
+ "| nodeType | type |\n",
+ "| nodeId | idNode |\n",
+ "| edgeArrow | arrowType |\n",
+ "| nodeTemplate | templateNode |\n",
+ "| threeD | z |\n",
+ "| nodeLabelPosition | xLabel, yLabel, zLabel |\n",
+ "\n",
+ "The default `ogdf.GraphAttributes.nodeGraphics | ogdf.GraphAttributes.edgeGraphics` thus enables `GA.x, GA.y, GA.width, GA.height, GA.shape` and `GA.bends` (a list of bend point coordinates for edges), but not `GA.label` (which can stores labels for edges and nodes at the same time). Passing `ogdf.GraphAttributes.all` enables all attributes at the cost of a little more RAM."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d3849803",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# using GraphIO we can now dump a computer-readable representation of the graph and drawing\n",
+ "ogdf.GraphIO.write(GA, \"test.gml\")\n",
+ "# to only dump the graph structure without a drawing, you can also pass `G` instead of `GA`\n",
+ "\n",
+ "# GraphIO can also write human-readable SVG images\n",
+ "ogdf.GraphIO.write(GA, \"test.svg\")\n",
+ "\n",
+ "# and it can also read back the computer-readable data\n",
+ "G_r = ogdf.Graph()\n",
+ "GA_r = ogdf.GraphAttributes(G_r, ogdf.GraphAttributes.all)\n",
+ "ogdf.GraphIO.read(GA_r, G_r, \"test.gml\")\n",
+ "GA_r # see, that's the same drawing!"
+ ]
+ }
+ ],
+ "metadata": {
+ "jupytext": {
+ "cell_metadata_filter": "-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/source/tutorial/4 layouts.ipynb b/docs/source/tutorial/4 layouts.ipynb
new file mode 100644
index 0000000..df9115b
--- /dev/null
+++ b/docs/source/tutorial/4 layouts.ipynb
@@ -0,0 +1,95 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "f9d01a9f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%matplotlib widget\n",
+ "from ogdf_python import ogdf, cppinclude\n",
+ "\n",
+ "# Let's start out with some bigger graph...\n",
+ "\n",
+ "cppinclude(\n",
+ " \"ogdf/basic/graph_generators/randomized.h\"\n",
+ ") # provides randomPlanarTriconnectedGraph\n",
+ "\n",
+ "G = ogdf.Graph()\n",
+ "ogdf.setSeed(1)\n",
+ "ogdf.randomPlanarTriconnectedGraph(G, 20, 40)\n",
+ "GA = ogdf.GraphAttributes(G, ogdf.GraphAttributes.all)\n",
+ "\n",
+ "G"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "c7a15dc0",
+ "metadata": {},
+ "source": [
+ "OGDF has a lot of automated layout algorithms built-in, check the \"Inheritance diagram for ogdf::LayoutModule\" [here](https://ogdf.github.io/doc/ogdf/classogdf_1_1_layout_module.html) to get an overview.\n",
+ "\n",
+ "Here are also some examples:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "9f0ff256",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "cppinclude(\"ogdf/layered/SugiyamaLayout.h\")\n",
+ "\n",
+ "L = ogdf.SugiyamaLayout()\n",
+ "L.call(GA)\n",
+ "\n",
+ "GA"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "6b68efa2",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "cppinclude(\"ogdf/planarlayout/SchnyderLayout.h\")\n",
+ "\n",
+ "# not every layout respects planarity or the implied combinatorial embedd\n",
+ "L2 = ogdf.SchnyderLayout()\n",
+ "L2.call(GA) # use callFixEmbed if G is already embedded planarly\n",
+ "\n",
+ "GA"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e3e5ac3a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "cppinclude(\"ogdf/energybased/SpringEmbedderFRExact.h\")\n",
+ "\n",
+ "L3 = ogdf.SpringEmbedderFRExact() # FR = Fruchterman-Reingold\n",
+ "L3.idealEdgeLength(150) # some LayoutModules have further configuration parameters\n",
+ "# check their docs to see what you can tweak\n",
+ "L3.call(GA)\n",
+ "\n",
+ "GA"
+ ]
+ }
+ ],
+ "metadata": {
+ "jupytext": {
+ "cell_metadata_filter": "-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/source/tutorial/5 iterative dfs.ipynb b/docs/source/tutorial/5 iterative dfs.ipynb
new file mode 100644
index 0000000..fa5c2e1
--- /dev/null
+++ b/docs/source/tutorial/5 iterative dfs.ipynb
@@ -0,0 +1,272 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "f45f91f5",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# In this notebook, we are going to implement an undirected depth-first search.\n",
+ "# This first cell generates a sufficiently big graph for the DFS to run on.\n",
+ "\n",
+ "from ogdf_python import ogdf, cppinclude\n",
+ "\n",
+ "cppinclude(\"ogdf/basic/graph_generators/randomized.h\")\n",
+ "cppinclude(\"ogdf/layered/SugiyamaLayout.h\")\n",
+ "\n",
+ "G = ogdf.Graph()\n",
+ "ogdf.setSeed(1)\n",
+ "ogdf.randomPlanarTriconnectedGraph(G, 10, 20)\n",
+ "G2 = ogdf.Graph()\n",
+ "ogdf.randomPlanarTriconnectedGraph(G2, 5, 10)\n",
+ "G.insert(G2)\n",
+ "\n",
+ "GA = ogdf.GraphAttributes(G, ogdf.GraphAttributes.all)\n",
+ "SL = ogdf.SugiyamaLayout()\n",
+ "SL.call(GA)\n",
+ "GA.rotateLeft90()\n",
+ "for n in G.nodes:\n",
+ " GA.label[n] = str(n.index())\n",
+ "GA"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6171a2f8",
+ "metadata": {},
+ "source": [
+ "For the DFS we are going to store the output order of nodes in a list, a mapping telling us for every node at which index in the order it was inserted, and a list/queue of tuples consisting of pending nodes, preceded by the edge via which they were encountered.\n",
+ "\n",
+ "`NodeArray`s (and similarly `Edge`- and `AdjEntryArrays`) label the nodes of the graph that is passed as first constructor argument.\n",
+ "`GraphAttributes` uses `Node-` and `EdgeArrays` to store all attributes, but custom `NodeArray` instances allow storing data that `GraphAttributes` can't accomodate.\n",
+ "The type of the contained values needs to be passed in square brackets (i.e. as C++ template parameter for the underlying `ogdf::NodeArray`).\n",
+ "The second constructor argument is the optional default value for nodes that have no value assigned yet (or have been inserted after creation of the NodeArray).\n",
+ "Values can be accessed similarly to python dicts via `index[x]`, but are always present (i.e. no `val in dict` checking, so NodeArrays are more like `defaultdict`s).\n",
+ "The main point about `NodeArray`s is that the implementation is much more efficient than python `dict`s!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e55d0e6d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "order = [] # order of visited nodes\n",
+ "index = ogdf.NodeArray[int](G, -1) # index in order\n",
+ "todo = [] # pending nodes"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5c7fdc32",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "help(ogdf.NodeArray)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "b6ff490e",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def find_next():\n",
+ " # This method searches for the next unprocessed nodes and queues it.\n",
+ " # We set the source edge to None in the tuple `(None, n)` because\n",
+ " # the root of the DFS tree has no incoming edge.\n",
+ " for n in G.nodes:\n",
+ " if index[n] == -1:\n",
+ " todo.append((None, n))\n",
+ " return True\n",
+ "\n",
+ " return False"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "589a4f8f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def dfs_step():\n",
+ " pred, u = todo.pop() # retrieve next tuple and unpack it\n",
+ " # `pred` is the edge via which we found `u`, or None if `u` is a root\n",
+ "\n",
+ " # insert u into order and set its index\n",
+ " index[u] = i = len(order)\n",
+ " order.append(u)\n",
+ "\n",
+ " # update the drawing\n",
+ " GA.fillColor[u] = ogdf.Color(\"#FC0\")\n",
+ " if pred:\n",
+ " GA.strokeColor[pred] = ogdf.Color(\"#F00\")\n",
+ "\n",
+ " # remove already processed nodes from stack\n",
+ " while todo and index[todo[-1][1]] >= 0:\n",
+ " todo.pop()\n",
+ "\n",
+ " # add unprocessed neighbors to stack\n",
+ " for adj in u.adjEntries:\n",
+ " v = adj.twinNode()\n",
+ " if adj.isSource() and index[v] == -1:\n",
+ " todo.append((adj.theEdge(), v))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5c3502a7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def dump(): # utility function for easily displaying the current state\n",
+ " print(\"Order\", \", \".join(str(n.index()) for n in order))\n",
+ " print(\"Todo\", \", \".join(str(n.index()) for p, n in todo))\n",
+ " return GA"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "abaa3ba6",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Run this and the following cells one after another to see the DFS progress...\n",
+ "find_next()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d3eda596",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dfs_step()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2c3028b3",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dfs_step()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "17b421ee",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dfs_step()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "4547f27d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dfs_step()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "98100011",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# More comfortable than multiple consecutive cells with the same contents is\n",
+ "# a UI for executing the algorithm step-by-step. That's what we'll build here.\n",
+ "\n",
+ "%matplotlib widget\n",
+ "# try having G or GA as last statement in a cell after running the above line!\n",
+ "\n",
+ "import ipywidgets\n",
+ "from ogdf_python.matplotlib import MatplotlibGraph\n",
+ "\n",
+ "w = MatplotlibGraph(GA) # widget for displaying a drawing\n",
+ "w_todo = ipywidgets.Label() # text labels\n",
+ "w_order = ipywidgets.Label()\n",
+ "b_dfs = ipywidgets.Button(description=\"Step\") # interactive buttons\n",
+ "b_next = ipywidgets.Button(description=\"Next Component\")\n",
+ "b_reset = ipywidgets.Button(description=\"Reset\")\n",
+ "\n",
+ "\n",
+ "def update():\n",
+ " # update all UI elements\n",
+ " w.update_all()\n",
+ " w_todo.value = \"Todo: \" + \", \".join(str(n.index()) for p, n in todo)\n",
+ " w_order.value = \"Order: \" + \", \".join(str(n.index()) for n in order)\n",
+ " b_dfs.disabled = not todo\n",
+ "\n",
+ "\n",
+ "def b_dfs_click(b):\n",
+ " # when clicking the \"Step\" button, execute one DFS step and update the UI\n",
+ " dfs_step()\n",
+ " update()\n",
+ "\n",
+ "\n",
+ "b_dfs.on_click(b_dfs_click) # functions are objects, too!\n",
+ "\n",
+ "\n",
+ "def b_next_click(b):\n",
+ " # continue to the next (or first) connected component\n",
+ " find_next()\n",
+ " update()\n",
+ "\n",
+ "\n",
+ "b_next.on_click(b_next_click)\n",
+ "\n",
+ "\n",
+ "def b_reset_click(b):\n",
+ " # reset the DFS to the initial empty state\n",
+ " order.clear()\n",
+ " index.fill(-1)\n",
+ " todo.clear()\n",
+ " to_reset = ogdf.GraphAttributes.edgeStyle | ogdf.GraphAttributes.nodeStyle\n",
+ " GA.destroyAttributes(to_reset)\n",
+ " GA.addAttributes(to_reset)\n",
+ " update()\n",
+ "\n",
+ "\n",
+ "b_reset.on_click(b_reset_click)\n",
+ "\n",
+ "\n",
+ "update()\n",
+ "# V- and HBoxes arrange multiple UI widgets next to each other\n",
+ "# as for G and GA, the UI element on the last line of a cell will be rendered below it\n",
+ "ipywidgets.VBox(\n",
+ " [ipywidgets.HBox([b_dfs, b_next, b_reset]), w_todo, w_order, w.ax.figure.canvas]\n",
+ ")"
+ ]
+ }
+ ],
+ "metadata": {
+ "jupytext": {
+ "cell_metadata_filter": "-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/source/tutorial/6 summary.ipynb b/docs/source/tutorial/6 summary.ipynb
new file mode 100644
index 0000000..b8828f1
--- /dev/null
+++ b/docs/source/tutorial/6 summary.ipynb
@@ -0,0 +1,100 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "539cc69e",
+ "metadata": {},
+ "source": [
+ "We have seen that there are three \"levels\" of graph information in OGDF:\n",
+ "\n",
+ "| | Graph Information | OGDF Object | Stored as |\n",
+ "|---|:------------------|:------------------|:------------------------|\n",
+ "| 1 | Structure | `Graph` | `G.nodes, edges` |\n",
+ "| 2 | Embedding | `Graph` | Order of `n.adjEntries` |\n",
+ "| 3 | Drawing | `GraphAttributes` | `GA.x[n], GA.y[n],...` |\n",
+ "\n",
+ "If information from a lower level is not needed, it can be simply left out or ignored.\n",
+ "Modifying information on a higher level (e.g. deleting a node) will also affect the lower levels.\n",
+ "Furthermore, we have seen how `Node-` and `EdgeArray`s can be used for annotating a graph with further information that wouldn't fit into `GraphAttributes`."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "3fe2bc6c",
+ "metadata": {},
+ "source": [
+ "OGDF doesn't differentiate between directed and undirected graphs. Depending on whether the direction information is important or not for the respective use-case, different methods can be used:\n",
+ "\n",
+ "| Directed | Undirected |\n",
+ "|--------------------------------------:|:------------------------------------------|\n",
+ "| n.indeg(), n.outdeg() | n.degree() |\n",
+ "| e.source(), e.target() | e.nodes(), e.opposite(n), e.isIncident(n) |\n",
+ "| e.isParallelDirected(e2) | e.isParallelUndirected(e2) |\n",
+ "| -- | e.commonNode(e2) |\n",
+ "| adj.isSource() | -- |\n",
+ "| ParallelFree(G) | ParallelFreeUndirected(G) |\n",
+ "| Simple(G) | SimpleUndirected(G) |\n",
+ "| isAcyclic(G), isArborescenceForest(G) | isAcyclicUndirected(G) |\n",
+ "| isArborescence(G) | isTree(G) |\n",
+ "| randomDigraph(...) | randomSimpleGraph(...) |\n",
+ "\n",
+ "For `searchEdge(node v, node w, bool directed = false)`, the optional third argument decides whether an edge from `w` to `v` is also considered a valid result. Note that the function has `O(min(deg(v), deg(w)))` runtime in both cases."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7574c351",
+ "metadata": {},
+ "source": [
+ "Further interesting links to the OGDF docs:\n",
+ "- [Graph](https://ogdf.github.io/doc/ogdf/classogdf_1_1_graph.html), [node](https://ogdf.github.io/doc/ogdf/classogdf_1_1_node_element.html), [edge](https://ogdf.github.io/doc/ogdf/classogdf_1_1_edge_element.html), [adjEntry](https://ogdf.github.io/doc/ogdf/classogdf_1_1_adj_element.html)\n",
+ "- [Overview over the OGDF](https://ogdf.github.io/doc/ogdf/modules.html)\n",
+ "- [GraphGenerators](https://ogdf.github.io/doc/ogdf/group__graph-generators.html): well-known graph classes (deterministic), randomized, as union/product/subgraph of other graphs\n",
+ "- [simple](https://ogdf.github.io/doc/ogdf/simple__graph__alg_8h.html) and [extended Graph Algorithms](https://ogdf.github.io/doc/ogdf/extended__graph__alg_8h.html)\n",
+ "- [LayoutModules](https://ogdf.github.io/doc/ogdf/classogdf_1_1_layout_module.html)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b0f57182",
+ "metadata": {},
+ "source": [
+ "A common problem is using methods that modify the graph like `G.delEdge` while iterating over the edges,\n",
+ "or methods that modify the embedding like `G.moveEdge` while iterating the adjEntries of a node.\n",
+ "These methods invalidate both the passed edge / adjEntry and all iterators on the underlying list.\n",
+ "Using the respective objects after calling these methods will lead to random segfaults or crashes and will generally not yield a working algorithm.\n",
+ "To call the methods inside for-loops, create a copy of the list e.g. using `list(G.edges)`."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5013cc60",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# The following example shows how to use nodes, edges or adjEntries as *values* for Arrays\n",
+ "\n",
+ "import cppyy\n",
+ "\n",
+ "null_edge = cppyy.bind_object(cppyy.nullptr, \"ogdf::EdgeElement\")\n",
+ "\n",
+ "pred = ogdf.NodeArray[\"ogdf::edge\"](G, null_edge)\n",
+ "\n",
+ "...\n",
+ "\n",
+ "if pred[n] == null_edge:\n",
+ " ..."
+ ]
+ }
+ ],
+ "metadata": {
+ "jupytext": {
+ "cell_metadata_filter": "-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/source/tutorial/7 C++ interaction.ipynb b/docs/source/tutorial/7 C++ interaction.ipynb
new file mode 100644
index 0000000..37fd613
--- /dev/null
+++ b/docs/source/tutorial/7 C++ interaction.ipynb
@@ -0,0 +1,415 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "e3c273c3",
+ "metadata": {},
+ "source": [
+ "In this notebook, we'll show how to gradually migrate Python code to more efficient C++ code, while keeping the interactivity of Jupyter's notebooks. We'll use the \"iterative DFS\" from the Python tutorial as example for the migration, so make sure to have that notebook open for comparison! First, we'll create our example graph (in plain Python for simplicity):"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "58539da7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%matplotlib widget\n",
+ "from ogdf_python import ogdf, cppinclude\n",
+ "\n",
+ "cppinclude(\"ogdf/basic/graph_generators/randomized.h\")\n",
+ "cppinclude(\"ogdf/layered/SugiyamaLayout.h\")\n",
+ "\n",
+ "G = ogdf.Graph()\n",
+ "ogdf.setSeed(1)\n",
+ "ogdf.randomPlanarTriconnectedGraph(G, 10, 20)\n",
+ "G2 = ogdf.Graph()\n",
+ "ogdf.randomPlanarTriconnectedGraph(G2, 5, 10)\n",
+ "G.insert(G2)\n",
+ "\n",
+ "GA = ogdf.GraphAttributes(G, ogdf.GraphAttributes.all)\n",
+ "SL = ogdf.SugiyamaLayout()\n",
+ "SL.call(GA)\n",
+ "GA.rotateLeft90()\n",
+ "GA"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "480ec1ab",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# There are multiple ways to include C++ code in your Python notebook.\n",
+ "# First, we'll have a look at the `cppexec` and `cppdef` functions provided by `ogdf_python`.\n",
+ "from ogdf_python import cppexec, cppdef\n",
+ "\n",
+ "cppexec(\"\"\" // here comes the C++ code as a string!\n",
+ "\n",
+ "// this is the C++ version of `print(...)`:\n",
+ "std::cout << \"Hello World!\" << std::endl;\n",
+ "\n",
+ "// hint: you can print variables by simply putting them in the chain of `<<`s\n",
+ "int myInt = 42;\n",
+ "std::cout << \"My number is: \" << myInt << std::endl;\n",
+ "\n",
+ "\"\"\") # triple-quotes are nice for hassle-free multi-line strings!"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "62cb6209",
+ "metadata": {},
+ "source": [
+ "Note that the value `True` returned by `cppexec` simply means that the code was successfully executed.\n",
+ "If you don't want to execute the C++ code right away (like in a `main` method), but just declare variables and functions, `cppdef` is suited better (but both should work the same in most cases).\n",
+ "As you might know, C++ is (unlike Python) a statically-typed language and we thus need to declare our variable `myInt` as actually being an `int` before we can use it.\n",
+ "\n",
+ "Now, lets declare the first variable used by our DFS in C++. In Python this looked like this:\n",
+ "```python\n",
+ "order = [] # order of visited nodes\n",
+ "```\n",
+ "The usual C++ type for lists is [`std::vector`](https://en.cppreference.com/w/cpp/container/vector). Again, due to C++ being statically typed, we need to tell the vector which kind of objects it will contain - Graph nodes in this case.\n",
+ "Note that we don't need to call a constructor or assign an object instance to the variable, as C++ does that automatically.\n",
+ "Manually creating the object similar to what is needed in Python is only done for pointer variables with manual memory management, which is not recommended (and thus not shown here)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "54d0b6f2",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "cppdef(\"\"\" // declare the first two variables used by the DFS\n",
+ "\n",
+ "std::vector order; // order of visited nodes\n",
+ "\n",
+ "\"\"\")\n",
+ "\n",
+ "# variables declared in C++ can be accessed via the `cppyy.gbl` object\n",
+ "from ogdf_python import cppyy # or simply `from ogdf_python import *` in the future to get everything at once\n",
+ "g = cppyy.gbl # shorten the name a little\n",
+ "\n",
+ "g.order"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ba8899f1",
+ "metadata": {},
+ "source": [
+ "That's not a super useful string representation, but that's simply C++. Still, the vector can be used perfectly fine from Python, as you'll see in the cell below. The functions are sometimes a little bit different, check out the [C++ reference](https://en.cppreference.com/w/cpp/container/vector) for details!\n",
+ "\n",
+ "Note that if you execute above cell multiple times, you'll get an error about the redefinition of the variable `order` - as you would when declaring two variables with the same name in a single C++ file.\n",
+ "If you actually want to overwrite the previous declaration, you can use `cppexec`, which is fine with overwriting previous declarations."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5131f188",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "g.order.push_back(G.nodes[3])\n",
+ "\n",
+ "print(\"New length:\", len(g.order))\n",
+ "print(\"The node is:\", g.order[0])\n",
+ "print(\"Is that the right one?\",\n",
+ " g.order[0] == G.nodes[3])\n",
+ "\n",
+ "g.order.clear()\n",
+ "print(\"Is there something left?\", bool(g.order))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "9f3fa3d9",
+ "metadata": {},
+ "source": [
+ "If you write a lot of C++ code (as we will do in the following), it might be more comfortable to no longer need to wrap everything in strings and function calls and write whole cells with C++ code.\n",
+ "You can do that by putting `%%cpp` (for `cppexec(...)`) or `%%cppdef` (for `cppdef(...)`) in the first line of your cell. Note that these non-standard [cell magics](https://ipython.readthedocs.io/en/stable/interactive/magics.html) only work after ogdf-python has been imported.\n",
+ "\n",
+ "But now back to the problem at hand and the `cppdef` in the previous cell.\n",
+ "The `` after the class name of `order` is called \"template parameter\".\n",
+ "We've actually already seen that kind of thing when we told the C++ `ogdf.NodeArray` used for the indices assigned by the DFS that it will store values of type `int`. So the Python statement `index = ogdf.NodeArray[int](G, -1)` becomes `ogdf.NodeArray dfs_index(G, -1);` in C++:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "df0d6a72",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# %%cpp\n",
+ "\n",
+ "// the whole cell contains C++ code (which will be passed to `cppexec`)\n",
+ "\n",
+ "ogdf::NodeArray dfs_index(G, -1); // index in order"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "35aae41f",
+ "metadata": {},
+ "source": [
+ "Dang! `error: use of undeclared identifier 'G'` tells us that C++ can't find the variable `G`.\n",
+ "This is because, while Python can easily access things declared in C++ via `cppyy.gbl`, the reverse is unfortunately not true.\n",
+ "We either need to declare everything we want to use from C++ also in C++, or put everything into C++ functions and pass in the Python objects as function parameters (with the right type declarations on arguments).\n",
+ "Here, we have a third alternative: we can pass in the constructor argument later by calling the `NodeArray.init` method (which does the same thing as the constructor) from Python."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "71cfa0a2",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "cppdef(\"\"\"\n",
+ "ogdf::NodeArray dfs_index;\n",
+ "\"\"\")\n",
+ "\n",
+ "g.dfs_index.init(G, -1)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "66a94e93",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# %%cpp\n",
+ "\n",
+ "// As we were using the `todo` list as stack, it can also be easily translated to a `vector`:\n",
+ "\n",
+ "std::vector> todo;"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "2d5f3d9e",
+ "metadata": {},
+ "source": [
+ "Now let's translate the first part of our actual DFS code."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "f2bbb87c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# %%cppdef\n",
+ "\n",
+ "bool find_next(ogdf::Graph& G) { // pass the graph from Python as function argument (by reference!)\n",
+ " for (ogdf::node n : G.nodes) { // foreach needs types or at least `auto` as type\n",
+ " if (dfs_index[n] == -1) {\n",
+ " todo.emplace_back(n, nullptr); // calls the tuple constructor \"inplace\", i.e., without copying\n",
+ " return true;\n",
+ " }\n",
+ " }\n",
+ " return false;\n",
+ "}"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7043fa99",
+ "metadata": {},
+ "source": [
+ "The final mode for including C++ code is by writing it to an external file and including it with `cppinclude`. Note that similar to `cppdef`, this mode doesn't allow redifinitions and thus should only be used for code that doesn't need frequent changes. Still, this is especially useful if you also want to directly re-use the code in a pure C++ environment. The [`%%writefile` cell magic](https://ipython.readthedocs.io/en/stable/interactive/magics.html#cellmagic-writefile) below will create the file for you, which we can `cppinclude` in the cell after."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "4aa2ee37",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# %%writefile dfs_step.h\n",
+ "\n",
+ "using namespace ogdf; // stop prefixing everything with ogdf::\n",
+ "\n",
+ "void dfs_step(GraphAttributes& GA) {// compare this to our previous Python implementation!\n",
+ " // `pred` is the edge via which we found `u`, or nullptr if `u` is a root\n",
+ " edge pred = todo.back().second;\n",
+ " node u = todo.back().first;\n",
+ " \n",
+ " // insert u into order and set its index\n",
+ " dfs_index[u] = order.size();\n",
+ " order.emplace_back(u);\n",
+ " \n",
+ " // update the drawing\n",
+ " GA.label(u) = std::to_string(dfs_index[u]);\n",
+ " if (pred)\n",
+ " GA.strokeColor(pred) = Color(\"#F00\");\n",
+ " // note: in Python, GraphAttributes need square brackets, in C++ round parentheses\n",
+ " \n",
+ " // remove already processed nodes from stack\n",
+ " while (!todo.empty() && dfs_index[todo.back().first] >= 0)\n",
+ " todo.pop_back();\n",
+ " \n",
+ " // add unprocessed neighbors from stack\n",
+ " for (auto adj : u->adjEntries) {\n",
+ " // C++ can often infer automatically variable types by using `auto`\n",
+ " // ogdf::node, edge and adjEntry are actually pointers, so use `->` to access members\n",
+ " auto v = adj->twinNode();\n",
+ " if (dfs_index[v] == -1)\n",
+ " todo.emplace_back(v, adj->theEdge());\n",
+ " }\n",
+ "}"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "96dd3c76",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "cppinclude(\"dfs_step.h\")\n",
+ "\n",
+ "# import the functions and provide the arguments\n",
+ "find_next = lambda: g.find_next(G)\n",
+ "dfs_step = lambda: g.dfs_step(GA)\n",
+ "\n",
+ "# The remainder of this notebook stays the same...\n",
+ "def dump(): # utility function for easily displaying the current state\n",
+ " print(\"Order\", \", \".join(str(n.index()) for n in g.order))\n",
+ " print(\"Todo\", \", \".join(str(n.index()) for n,p in g.todo))\n",
+ " return GA"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "8085714b",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Run this and the following cells one after another to see the DFS progress...\n",
+ "find_next()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "c20eb970",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dfs_step()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "f78345de",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dfs_step()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3c629879",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dfs_step()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3af3a5db",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dfs_step()\n",
+ "dump()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "b7e9ebc7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# The widget works as before!\n",
+ "\n",
+ "# enable the interactive widget\n",
+ "# %matplotlib widget\n",
+ "import ipywidgets\n",
+ "from ogdf_python.matplotlib import MatplotlibGraph\n",
+ "\n",
+ "w = MatplotlibGraph(GA) # widget for displaying a drawing\n",
+ "w_todo = ipywidgets.Label() # text labels\n",
+ "w_order = ipywidgets.Label()\n",
+ "b_dfs = ipywidgets.Button(description=\"Step\") # interactive buttons\n",
+ "b_next = ipywidgets.Button(description=\"Next Component\")\n",
+ "b_reset = ipywidgets.Button(description=\"Reset\")\n",
+ "\n",
+ "def update():\n",
+ " # update all UI elements\n",
+ " w.update_all()\n",
+ " w_todo.value = \"Todo: \" + \", \".join(str(n.index()) for n,p in g.todo)\n",
+ " w_order.value = \"Order: \" + \", \".join(str(n.index()) for n in g.order)\n",
+ " b_dfs.disabled = g.todo.empty()\n",
+ "\n",
+ "def b_dfs_click(b):\n",
+ " # when clicking the \"Step\" button, execute one DFS step and update the UI\n",
+ " dfs_step()\n",
+ " update()\n",
+ "b_dfs.on_click(b_dfs_click) # functions are objects, too!\n",
+ "\n",
+ "def b_next_click(b):\n",
+ " # continue to the next (or first) connected component\n",
+ " find_next()\n",
+ " update()\n",
+ "b_next.on_click(b_next_click)\n",
+ "\n",
+ "def b_reset_click(b):\n",
+ " # reset the DFS to the initial empty state\n",
+ " g.order.clear()\n",
+ " g.dfs_index.fill(-1)\n",
+ " g.todo.clear()\n",
+ " to_reset = ogdf.GraphAttributes.edgeStyle | ogdf.GraphAttributes.nodeLabel\n",
+ " GA.destroyAttributes(to_reset)\n",
+ " GA.addAttributes(to_reset)\n",
+ " update()\n",
+ "b_reset.on_click(b_reset_click)\n",
+ "\n",
+ "\n",
+ "update()\n",
+ "# V- and HBoxes arrange multiple UI widgets next to each other\n",
+ "# as for G and GA, the UI element on the last line of a cell will be rendered below it\n",
+ "ipywidgets.VBox([ipywidgets.HBox([b_dfs, b_next, b_reset]), w_todo, w_order, w.ax.figure.canvas])"
+ ]
+ }
+ ],
+ "metadata": {
+ "jupytext": {
+ "cell_metadata_filter": "-all",
+ "main_language": "python",
+ "notebook_metadata_filter": "-all"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..426a80f
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,2 @@
+# only used for launching the examples on binder with the python version specified in runtime.txt
+ogdf-python[quickstart]