From 7d30cd24abd4218ad772aa9b28ccc132776e1e6d Mon Sep 17 00:00:00 2001 From: Alessandro Zocca Date: Mon, 23 Oct 2023 13:52:37 +0200 Subject: [PATCH] Update mincost-flow.ipynb --- notebooks/04/mincost-flow.ipynb | 28 ++++++++++++++++++++-------- 1 file changed, 20 insertions(+), 8 deletions(-) diff --git a/notebooks/04/mincost-flow.ipynb b/notebooks/04/mincost-flow.ipynb index d19b013f..c775e7a4 100644 --- a/notebooks/04/mincost-flow.ipynb +++ b/notebooks/04/mincost-flow.ipynb @@ -33,7 +33,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 1, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -93,7 +93,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -143,7 +143,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -154,6 +154,7 @@ " draw,\n", " draw_networkx_labels as draw_labels,\n", " draw_networkx_edge_labels as draw_edge_labels,\n", + " draw_networkx_edges as draw_edges,\n", ")\n", "from IPython.display import HTML, Markdown\n", "\n", @@ -162,7 +163,18 @@ " g = DiGraph(network[\"edges\"].keys())\n", " pos = layout.kamada_kawai_layout(g, weight=None)\n", " draw(g, pos=pos, ax=ax, with_labels=True, font_color=\"white\")\n", - "\n", + " if not (edge_flows is None):\n", + " F = {k: v for k, v in edge_flows.items() if v > 0}\n", + " draw_edges(\n", + " g,\n", + " pos=pos,\n", + " edgelist=F.keys(),\n", + " width=10,\n", + " edge_color=\"lightblue\",\n", + " style=\"solid\",\n", + " alpha=None,\n", + " arrowstyle=\"-\",\n", + " ),\n", " shifted_pos = {k: (x, y - 0.08) for k, (x, y) in pos.items()}\n", " for i, data in network[\"nodes\"].items():\n", " label = \",\".join(f\"{k}={v}\" for k, v in data.items())\n", @@ -193,6 +205,7 @@ " },\n", " )\n", " else:\n", + " draw_edges(g, pos=pos),\n", " draw_edge_labels(\n", " g, pos=pos, ax=ax, font_size=11, font_weight=\"bold\", edge_labels=edge_flows\n", " )" @@ -200,7 +213,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -228,7 +241,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -260,7 +273,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -310,7 +323,6 @@ " )\n", ")\n", "print(f\"Objective value: {model.objective():.0f}\")\n", - "\n", "fig, ax = plt.subplots(1, 1, figsize=(10, 10))\n", "draw_network(network, ax=ax, edge_flows=flows)" ]