{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Disjunctive Graph representation" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from job_shop_lib import JobShopInstance, Operation\n", "from job_shop_lib.graphs import build_disjunctive_graph\n", "from job_shop_lib.visualization import plot_disjunctive_graph\n", "\n", "CPU = 0\n", "GPU = 1\n", "DATA_CENTER = 2\n", "\n", "job_1 = [Operation(CPU, 1), Operation(GPU, 1), Operation(DATA_CENTER, 7)]\n", "job_2 = [Operation(GPU, 5), Operation(DATA_CENTER, 1), Operation(CPU, 1)]\n", "job_3 = [Operation(DATA_CENTER, 1), Operation(CPU, 3), Operation(GPU, 2)]\n", "\n", "jobs = [job_1, job_2, job_3]\n", "\n", "instance = JobShopInstance(jobs, name=\"Example\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "graph = build_disjunctive_graph(instance)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[Node(node_type=OPERATION, id=0, operation=O(m=0, d=1, j=0, p=0)),\n", " Node(node_type=OPERATION, id=1, operation=O(m=1, d=1, j=0, p=1)),\n", " Node(node_type=OPERATION, id=2, operation=O(m=2, d=7, j=0, p=2)),\n", " Node(node_type=OPERATION, id=3, operation=O(m=1, d=5, j=1, p=0)),\n", " Node(node_type=OPERATION, id=4, operation=O(m=2, d=1, j=1, p=1)),\n", " Node(node_type=OPERATION, id=5, operation=O(m=0, d=1, j=1, p=2)),\n", " Node(node_type=OPERATION, id=6, operation=O(m=2, d=1, j=2, p=0)),\n", " Node(node_type=OPERATION, id=7, operation=O(m=0, d=3, j=2, p=1)),\n", " Node(node_type=OPERATION, id=8, operation=O(m=1, d=2, j=2, p=2)),\n", " Node(node_type=SOURCE, id=9),\n", " Node(node_type=SINK, id=10)]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "graph.nodes" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "defaultdict(list,\n", " {: [Node(node_type=OPERATION, id=0, operation=O(m=0, d=1, j=0, p=0)),\n", " Node(node_type=OPERATION, id=1, operation=O(m=1, d=1, j=0, p=1)),\n", " Node(node_type=OPERATION, id=2, operation=O(m=2, d=7, j=0, p=2)),\n", " Node(node_type=OPERATION, id=3, operation=O(m=1, d=5, j=1, p=0)),\n", " Node(node_type=OPERATION, id=4, operation=O(m=2, d=1, j=1, p=1)),\n", " Node(node_type=OPERATION, id=5, operation=O(m=0, d=1, j=1, p=2)),\n", " Node(node_type=OPERATION, id=6, operation=O(m=2, d=1, j=2, p=0)),\n", " Node(node_type=OPERATION, id=7, operation=O(m=0, d=3, j=2, p=1)),\n", " Node(node_type=OPERATION, id=8, operation=O(m=1, d=2, j=2, p=2))],\n", " : [Node(node_type=SOURCE, id=9)],\n", " : [Node(node_type=SINK, id=10)]})" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "graph.nodes_by_type" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[[Node(node_type=OPERATION, id=0, operation=O(m=0, d=1, j=0, p=0)),\n", " Node(node_type=OPERATION, id=5, operation=O(m=0, d=1, j=1, p=2)),\n", " Node(node_type=OPERATION, id=7, operation=O(m=0, d=3, j=2, p=1))],\n", " [Node(node_type=OPERATION, id=1, operation=O(m=1, d=1, j=0, p=1)),\n", " Node(node_type=OPERATION, id=3, operation=O(m=1, d=5, j=1, p=0)),\n", " Node(node_type=OPERATION, id=8, operation=O(m=1, d=2, j=2, p=2))],\n", " [Node(node_type=OPERATION, id=2, operation=O(m=2, d=7, j=0, p=2)),\n", " Node(node_type=OPERATION, id=4, operation=O(m=2, d=1, j=1, p=1)),\n", " Node(node_type=OPERATION, id=6, operation=O(m=2, d=1, j=2, p=0))]]" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "graph.nodes_by_machine" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[[Node(node_type=OPERATION, id=0, operation=O(m=0, d=1, j=0, p=0)),\n", " Node(node_type=OPERATION, id=1, operation=O(m=1, d=1, j=0, p=1)),\n", " Node(node_type=OPERATION, id=2, operation=O(m=2, d=7, j=0, p=2))],\n", " [Node(node_type=OPERATION, id=3, operation=O(m=1, d=5, j=1, p=0)),\n", " Node(node_type=OPERATION, id=4, operation=O(m=2, d=1, j=1, p=1)),\n", " Node(node_type=OPERATION, id=5, operation=O(m=0, d=1, j=1, p=2))],\n", " [Node(node_type=OPERATION, id=6, operation=O(m=2, d=1, j=2, p=0)),\n", " Node(node_type=OPERATION, id=7, operation=O(m=0, d=3, j=2, p=1)),\n", " Node(node_type=OPERATION, id=8, operation=O(m=1, d=2, j=2, p=2))]]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "graph.nodes_by_job" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = plot_disjunctive_graph(graph, figsize=(6, 4))" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# You cal also pass the instance directly\n", "_ = plot_disjunctive_graph(instance, figsize=(6, 4))" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Let's remove some nodes\n", "graph.remove_node(0)\n", "graph.remove_node(3)\n", "graph.remove_node(4)\n", "_ = plot_disjunctive_graph(graph, figsize=(6, 4))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "job-shop-lib-gOF0HMZJ-py3.11", "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": "3.11.8" } }, "nbformat": 4, "nbformat_minor": 2 }