{
"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",
"\n",
"\n",
"\n",
"\n"
]
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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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
}