{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Understanding Ready Operations Filters" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from job_shop_lib.benchmarking import load_benchmark_instance\n", "from job_shop_lib.dispatching.rules import (\n", " DispatchingRuleSolver,\n", " DispatchingRuleType,\n", ")\n", "from job_shop_lib.dispatching import (\n", " ReadyOperationsFilterType,\n", " filter_dominated_operations,\n", " filter_non_immediate_machines,\n", " create_composite_operation_filter,\n", " filter_non_idle_machines,\n", ")\n", "import matplotlib.pyplot as plt\n", "\n", "from job_shop_lib import JobShopInstance, Operation\n", "\n", "from job_shop_lib.dispatching import (\n", " ReadyOperationsFilterType,\n", " create_composite_operation_filter,\n", ")\n", "\n", "from job_shop_lib.visualization import (\n", " create_gantt_chart_video,\n", " get_partial_gantt_chart_plotter,\n", ")\n", "\n", "plt.style.use(\"ggplot\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "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": 3, "metadata": {}, "outputs": [], "source": [ "solver = DispatchingRuleSolver(\n", " DispatchingRuleType.SHORTEST_PROCESSING_TIME,\n", " ready_operations_filter=filter_non_idle_machines,\n", ")\n", "\n", "\n", "create_gantt_chart_video(\n", " instance=instance,\n", " video_path=\"output/example_instance_spt_non_idle_machines_filter.mp4\",\n", " solver=solver,\n", " remove_frames=False,\n", " plot_function=get_partial_gantt_chart_plotter(\n", " show_available_operations=True\n", " ),\n", ")" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import HTML\n", "from base64 import b64encode\n", "\n", "mp4 = open(\n", " \"output/example_instance_spt_non_idle_machines_filter.mp4\", \"rb\"\n", ").read()\n", "data_url = (\n", " \"data:output/example_instance_spt_non_idle_machines_filter/mp4;base64,\"\n", " + b64encode(mp4).decode()\n", ")\n", "HTML(\n", " \"\"\"\n", "\n", "\"\"\"\n", " % data_url\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Benchmarking " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "import itertools\n", "import pandas as pd\n", "\n", "\n", "def print_makespans_for_optimizations(instance, dispatching_rule):\n", " # print(f\"Dispatching rule: {dispatching_rule}\")\n", " # print(\"-\" * 50)\n", "\n", " # Initialize a list to store the results\n", " results = []\n", "\n", " # Get all the filter types from the enum\n", " filter_types = list(ReadyOperationsFilterType)\n", "\n", " # Generate all possible combinations of the filters (including the empty set)\n", " all_combinations = []\n", " for r in range(len(filter_types) + 1): # From 0 to N filters\n", " combinations_r = itertools.combinations(filter_types, r)\n", " all_combinations.extend(combinations_r)\n", "\n", " # For each combination, run the solver\n", " for filter_combination in all_combinations:\n", " if not filter_combination:\n", " # No filters\n", " ready_operations_filter = None\n", " filter_description = \"No filter\"\n", " elif len(filter_combination) == 1:\n", " # Single filter\n", " ready_operations_filter = filter_combination[0]\n", " filter_description = f\"{filter_combination[0].name} filter\"\n", " else:\n", " # Multiple filters\n", " ready_operations_filter = create_composite_operation_filter(\n", " filter_combination\n", " )\n", " filter_names = \" & \".join(f.name for f in filter_combination)\n", " filter_description = f\"{filter_names} filters\"\n", "\n", " # Solve the scheduling problem with the current filter combination\n", " schedule = DispatchingRuleSolver(\n", " dispatching_rule, ready_operations_filter=ready_operations_filter\n", " ).solve(instance)\n", "\n", " # Get the makespan\n", " makespan = schedule.makespan()\n", "\n", " # Print the result\n", " # print(f\"Makespan {filter_description}: {makespan}\")\n", "\n", " # Append the result to the list\n", " results.append(\n", " {\"Filter Combination\": filter_description, \"Makespan\": makespan}\n", " )\n", "\n", " # Create a pandas DataFrame from the results\n", " df = pd.DataFrame(results)\n", "\n", " return df" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on function filter_non_immediate_machines in module job_shop_lib.dispatching._ready_operation_filters:\n", "\n", "filter_non_immediate_machines(dispatcher: job_shop_lib.dispatching._dispatcher.Dispatcher, operations: list[job_shop_lib._operation.Operation]) -> list[job_shop_lib._operation.Operation]\n", " Filters out all the operations associated with machines which earliest\n", " operation is not the current time.\n", "\n" ] } ], "source": [ "help(filter_non_immediate_machines)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on function filter_dominated_operations in module job_shop_lib.dispatching._ready_operation_filters:\n", "\n", "filter_dominated_operations(dispatcher: job_shop_lib.dispatching._dispatcher.Dispatcher, operations: list[job_shop_lib._operation.Operation]) -> list[job_shop_lib._operation.Operation]\n", " Filters out all the operations that are dominated.\n", " An operation is dominated if there is another operation that ends before\n", " it starts on the same machine.\n", "\n" ] } ], "source": [ "help(filter_dominated_operations)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on function filter_non_idle_machines in module job_shop_lib.dispatching._ready_operation_filters:\n", "\n", "filter_non_idle_machines(dispatcher: job_shop_lib.dispatching._dispatcher.Dispatcher, operations: list[job_shop_lib._operation.Operation]) -> list[job_shop_lib._operation.Operation]\n", " Filters out all the operations associated with non-idle machines.\n", "\n", " A machine is considered idle if there are no ongoing operations\n", " currently scheduled on it. This filter removes operations that are\n", " associated with machines that are busy (i.e., have at least one\n", " uncompleted operation).\n", "\n", " Utilizes :meth:``Dispatcher.ongoing_operations()`` to determine machine\n", " statuses.\n", "\n", " Args:\n", " dispatcher: The dispatcher object.\n", " operations: The list of operations to filter.\n", "\n", " Returns:\n", " The list of operations that are associated with idle machines.\n", "\n" ] } ], "source": [ "help(filter_non_idle_machines)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "JobShopInstance(name=ta01, num_jobs=15, num_machines=15)" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ta01 = load_benchmark_instance(\"ta01\")\n", "ta01" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "\n", "\n" ] }, { "data": { "image/png": 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", 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", 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", 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dfs = []\n", "for pdr in DispatchingRuleType:\n", " df = print_makespans_for_optimizations(ta01, pdr)\n", " print()\n", " # Chamge the number of xticks to 10\n", " df.sort_values(by=\"Makespan\", ascending=False).plot.barh(x=\"Filter Combination\", y=\"Makespan\", title=pdr.name, xlim=(1500, 2000), xticks=range(1500, 2001, 50))\n", " dfs.append(df)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "df_combined = pd.concat(dfs, keys=[pdr.name for pdr in DispatchingRuleType])\n", "\n", "df_combined.groupby(\"Filter Combination\").agg(\"mean\").sort_values(by=\"Makespan\", ascending=False).plot.barh(title=\"Average Makespan\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "job-shop-lib-gOF0HMZJ-py3.12", "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": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 2 }