{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# The Agent-Task Graph representation" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from job_shop_lib import JobShopInstance, Operation\n", "from job_shop_lib.graphs import (\n", " build_complete_agent_task_graph,\n", " build_agent_task_graph_with_jobs,\n", " build_agent_task_graph,\n", ")\n", "from job_shop_lib.visualization import plot_agent_task_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": [ "complete_graph = build_complete_agent_task_graph(instance)\n", "with_jobs_graph = build_agent_task_graph_with_jobs(instance)\n", "graph = build_agent_task_graph(instance)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = plot_agent_task_graph(complete_graph, title=\"\", figsize=(5, 7))" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = plot_agent_task_graph(with_jobs_graph, title=\"\", figsize=(5, 7))" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = plot_agent_task_graph(graph, title=\"\", figsize=(3, 5))" ] }, { "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 }