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"cells": [
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"# Tips\n",
"\n",
"本章ではAmplify Schedの機能の詳細を扱います。"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"from amplify_sched import *\n",
"import datetime\n",
"\n",
"token = \"xxxxxxxxxxxxxxxxxxxxxxxxx\""
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"## 日時指定\n",
"\n",
"スケジュールの開始日時と各処理時間を実時間を単位として指定できます。\n",
"\n",
"下記ではスケジュールの開始日時を2023年5月1日、処理時間の単位を15分に設定しています。"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
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"text/html": [
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"bgcolor": "#E5ECF6",
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"source": [
"model = Model()\n",
"model.start = datetime.datetime(2023, 5, 1, 9, 0, 0)\n",
"model.time_unit = datetime.timedelta(minutes=15)\n",
"\n",
"model.jobs.add(\"Job A\")\n",
"model.jobs.add(\"Job B\")\n",
"model.jobs.add(\"Job C\")\n",
"model.jobs.add(\"Job D\")\n",
"\n",
"model.machines.add(\"Machine X\")\n",
"model.machines.add(\"Machine Y\")\n",
"model.machines.add(\"Machine Z\")\n",
"\n",
"model.jobs[\"Job A\"].append(Task())\n",
"model.jobs[\"Job A\"][0].processing_times[\"Machine X\"] = 10\n",
"model.jobs[\"Job A\"].append(Task())\n",
"model.jobs[\"Job A\"][1].processing_times[\"Machine Y\"] = 20\n",
"model.jobs[\"Job A\"].append(Task())\n",
"model.jobs[\"Job A\"][2].processing_times[\"Machine Z\"] = 15\n",
"\n",
"model.jobs[\"Job B\"].append(Task())\n",
"model.jobs[\"Job B\"][0].processing_times[\"Machine Y\"] = 10\n",
"model.jobs[\"Job B\"].append(Task())\n",
"model.jobs[\"Job B\"][1].processing_times[\"Machine Z\"] = 20\n",
"model.jobs[\"Job B\"].append(Task())\n",
"model.jobs[\"Job B\"][2].processing_times[\"Machine X\"] = 15\n",
"\n",
"model.jobs[\"Job C\"].append(Task())\n",
"model.jobs[\"Job C\"][0].processing_times[\"Machine Z\"] = 10\n",
"model.jobs[\"Job C\"].append(Task())\n",
"model.jobs[\"Job C\"][1].processing_times[\"Machine X\"] = 20\n",
"model.jobs[\"Job C\"].append(Task())\n",
"model.jobs[\"Job C\"][2].processing_times[\"Machine Y\"] = 15\n",
"\n",
"model.jobs[\"Job D\"].append(Task())\n",
"model.jobs[\"Job D\"][0].processing_times[\"Machine Z\"] = 10\n",
"model.jobs[\"Job D\"].append(Task())\n",
"model.jobs[\"Job D\"][1].processing_times[\"Machine Y\"] = 20\n",
"model.jobs[\"Job D\"].append(Task())\n",
"model.jobs[\"Job D\"][2].processing_times[\"Machine X\"] = 15\n",
"\n",
"gantt = model.solve(token=token, timeout=1)\n",
"gantt.timeline(machine_view=True)"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"## ガントチャート\n",
"\n",
"得られたスケジュールをガントチャートで表示できます。ガントチャートは[`plotly.graph_objs.Figure`](https://plotly.com/python-api-reference/generated/plotly.graph_objects.Figure.html)を用いて出力します。"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"### 縦軸をJob名で描画"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
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"lakecolor": "white",
"landcolor": "#E5ECF6",
"showlakes": true,
"showland": true,
"subunitcolor": "white"
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"hoverlabel": {
"align": "left"
},
"hovermode": "closest",
"mapbox": {
"style": "light"
},
"paper_bgcolor": "white",
"plot_bgcolor": "#E5ECF6",
"polar": {
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"linecolor": "white",
"ticks": ""
},
"bgcolor": "#E5ECF6",
"radialaxis": {
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"linecolor": "white",
"ticks": ""
}
},
"scene": {
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"gridcolor": "white",
"gridwidth": 2,
"linecolor": "white",
"showbackground": true,
"ticks": "",
"zerolinecolor": "white"
},
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"gridcolor": "white",
"gridwidth": 2,
"linecolor": "white",
"showbackground": true,
"ticks": "",
"zerolinecolor": "white"
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"zaxis": {
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"gridcolor": "white",
"gridwidth": 2,
"linecolor": "white",
"showbackground": true,
"ticks": "",
"zerolinecolor": "white"
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},
"shapedefaults": {
"line": {
"color": "#2a3f5f"
}
},
"ternary": {
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"gridcolor": "white",
"linecolor": "white",
"ticks": ""
},
"baxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
},
"bgcolor": "#E5ECF6",
"caxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
}
},
"title": {
"x": 0.05
},
"xaxis": {
"automargin": true,
"gridcolor": "white",
"linecolor": "white",
"ticks": "",
"title": {
"standoff": 15
},
"zerolinecolor": "white",
"zerolinewidth": 2
},
"yaxis": {
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"gridcolor": "white",
"linecolor": "white",
"ticks": "",
"title": {
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},
"zerolinecolor": "white",
"zerolinewidth": 2
}
}
},
"xaxis": {
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"domain": [
0,
1
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"type": "date"
},
"yaxis": {
"anchor": "x",
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"Job C",
"Job B",
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],
"categoryorder": "array",
"domain": [
0,
1
],
"title": {
"text": "Job"
}
}
}
},
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"gantt.timeline()"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"### 縦軸をMachine名で描画"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
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"config": {
"plotlyServerURL": "https://plot.ly"
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Finish=%{x}
Machine=%{y}
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Start=%{base}
Finish=%{x}
Machine=%{y}
Process=%{customdata[1]}",
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Start=%{base}
Finish=%{x}
Machine=%{y}
Process=%{customdata[1]}",
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Start=%{base}
Finish=%{x}
Machine=%{y}
Process=%{customdata[1]}",
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18000000,
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"yaxis": "y"
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],
"layout": {
"barmode": "overlay",
"legend": {
"title": {
"text": "Job"
},
"tracegroupgap": 0
},
"margin": {
"t": 60
},
"template": {
"data": {
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"error_x": {
"color": "#2a3f5f"
},
"error_y": {
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},
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},
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"size": 10,
"solidity": 0.2
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},
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"barpolar": [
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},
"text/html": [
""
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},
"metadata": {},
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],
"source": [
"gantt.timeline(separated_by_task=True)"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"### グラフのサイズを指定して出力する"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"fig = gantt.timeline(height=400, width=1000)\n",
"# pngで出力\n",
"fig.write_image(\"image/gantt.png\")\n",
"# htmlで出力\n",
"fig.write_html(\"image/gantt.html\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "scheduling-engine-sdk-IShfnD0Q",
"language": "python",
"name": "python3"
},
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"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
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}