{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "88ec1393",
   "metadata": {},
   "source": [
    "# The Pop2net basics"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "afe2f725",
   "metadata": {},
   "source": [
    "After the installation of Pop2net, the first thing we have to do is to import the package in order to use it:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "66f1e942",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pop2net as p2n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "11437145",
   "metadata": {
    "nbsphinx": "hidden"
   },
   "outputs": [],
   "source": [
    "# this is a hidden cell which sets seeds for consistent outputs\n",
    "\n",
    "import random\n",
    "\n",
    "import numpy as np\n",
    "\n",
    "random.seed(0)\n",
    "np.random.seed(0)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "e10276d1",
   "metadata": {},
   "source": [
    "## Environment"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "9fb10101",
   "metadata": {},
   "source": [
    "Almost everthing you can do in Pop2net starts with creating an instance of `p2n.Environment`.\n",
    "You can imagine the `Environment` as the world where all the entities we create live."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "a45d0610",
   "metadata": {},
   "outputs": [],
   "source": [
    "env = p2n.Environment()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "ccf523a4",
   "metadata": {},
   "source": [
    "The `Environment` has three very important attributes:\n",
    "\n",
    "1. `Environment.g` is a network-graph which stores all actors, locations and their relations to each other as a bipartite network:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "dada088d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<networkx.classes.graph.Graph at 0x79c170d3d5e0>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "env.g"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "f04ebd5a",
   "metadata": {},
   "source": [
    "You never need to access `Environment.g` yourself unless you are a very experienced Pop2net user.\n",
    "In most cases, anything you want to do with the network can be done using the convenient methods provided by Pop2net."
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "9042024d",
   "metadata": {},
   "source": [
    "2. `Environment.actors` returns a list of all actors stored in `Environment.g`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "0dacf7b8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "env.actors"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "84d91656",
   "metadata": {},
   "source": [
    "3. `Environment.locations` returns a list of all locations stored in `Environment.g`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "74a80455",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "env.locations"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ead6bcd0",
   "metadata": {},
   "source": [
    "## The agents: actors and locations.\n",
    "\n",
    "In Pop2net, there are two primary entity types: **actors** and **locations**.\n",
    "If you’re here to build an agent-based model (as we hope), you might be wondering, “Where are the agents?”\n",
    "Typically in agent-based modelling, an *agent* is an autonomous, acting entity.\n",
    "In Pop2net, these active entities are called **actors**.\n",
    "A **location**, on the other hand, is a place an actor can visit, where they encounter other actors and establish connections.\n",
    "However, it’s not merely that locations exhibit agency in Pop2net; from a software perspective, **locations are agents** in Pop2net as well.\n",
    "(This becomes clear when you integrate Pop2net with frameworks like Mesa or AgentPy: locations must explicitly inherit from `mesa.Agent` or `agentpy.Agent`, just like actors.)\n",
    "To clarify that both entity types are types of agents, we use the terms **actors** and **locations**."
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "db2f33cc",
   "metadata": {},
   "source": [
    "## Adding actors and locations to the environment"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "1dd62fc5",
   "metadata": {},
   "source": [
    "To bring the environment to life, we have to add actors and locations to the environment."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "8c81fc9c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# create an actor\n",
    "actor = p2n.Actor()\n",
    "\n",
    "# add the actor to the environment\n",
    "env.add_actor(actor)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "92860fce",
   "metadata": {},
   "outputs": [],
   "source": [
    "# create a location\n",
    "location = p2n.Location()\n",
    "\n",
    "# add the location to the environment\n",
    "env.add_location(location)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2f5e491c",
   "metadata": {},
   "source": [
    "Let's ensure that the entities have been added to the environment:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "ba400323",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<pop2net.actor.Actor at 0x79c0a82767e0>]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "env.actors"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "44797203",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<pop2net.location.Location at 0x79c0a7ee1d00>]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "env.locations"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "a10c9928",
   "metadata": {},
   "source": [
    "## A quick look: Plotting a network graph\n",
    "\n",
    "Often the best thing you can do to understand things is to look at them.\n",
    "In Pop2net, the `NetworkInspector` helps you to understand the network you are building.\n",
    "For instance, using the `NetworkInsepctor`, you can visualize the bipartite network of actors and locations:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "3fd61e09",
   "metadata": {},
   "outputs": [
    {
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    "inspector = p2n.NetworkInspector(env)\n",
    "inspector.plot_bipartite_network()"
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    "In the NetworkInspector's network visualizations, actors are always depicted as circles, while locations are represented as squares.\n",
    "You can also hover over the nodes to view additional information about them.\n",
    "(By the way: the network visualization is just a wrapper around the great little network visualization tool [BokehGraph](https://github.com/luerhard/bokehgraph).)\n",
    "\n",
    "To be honest, the above is not really a network because there are only two nodes without any edge.\n",
    "However, the graph gives an intuitive overview of the entities in your environment."
   ]
  },
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    "There is also a method to plot the graph at the actor level:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "555a973e",
   "metadata": {},
   "outputs": [
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If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded(error = null) {\n    const el = document.getElementById(null);\n    if (el != null) {\n      const html = (() => {\n        if (typeof root.Bokeh === \"undefined\") {\n          if (error == null) {\n            return \"BokehJS is loading ...\";\n          } else {\n            return \"BokehJS failed to load.\";\n          }\n        } else {\n          const prefix = `BokehJS ${root.Bokeh.version}`;\n          if (error == null) {\n            return `${prefix} successfully loaded.`;\n          } else {\n            return `${prefix} <b>encountered errors</b> while loading and may not function as expected.`;\n          }\n        }\n      })();\n      el.innerHTML = html;\n\n      if (error != null) {\n        const wrapper = document.createElement(\"div\");\n        wrapper.style.overflow = \"auto\";\n        wrapper.style.height = \"5em\";\n        wrapper.style.resize = \"vertical\";\n        const content = document.createElement(\"div\");\n        content.style.fontFamily = \"monospace\";\n        content.style.whiteSpace = \"pre-wrap\";\n        content.style.backgroundColor = \"rgb(255, 221, 221)\";\n        content.textContent = error.stack ?? 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    "## Creating edges between actors and locations\n",
    "\n",
    "Our environment has one actor and one location.\n",
    "Let's create an edge between those two entities by *adding* the actor to the location:"
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    "location.add_actor(actor)"
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    "By the way: we could also let the `actor` do the same action by running `actor.add_location(location)`.\n",
    "And we could also let the environment do the work using `Environment.add_actor_to_location(location=location, actor=actor)`.\n",
    "\n",
    "Anyway, let's have a look at the network graph:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "380d12cc",
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   "outputs": [
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       <tr style='display:@{start_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>start</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@start</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{end_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>end</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@end</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{weight_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>weight</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@weight</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{index_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>index</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@index</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{type_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>type</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@type</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{label_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>label</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@label</td>\\n        \\n        </tr>\\n        </table></div>\",\"line_policy\":\"interp\"}}],\"logo\":null}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1235\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1236\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1237\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1238\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1230\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1231\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1232\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1233\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1234\",\"attributes\":{\"axis\":{\"id\":\"p1230\"},\"grid_line_color\":null}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1239\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1235\"},\"grid_line_color\":null}}]}}]}};\n  const render_items = [{\"docid\":\"0dc509c6-2568-4a6f-8a4b-85dad5134781\",\"roots\":{\"p1219\":\"bdd36f94-d73c-4209-bccd-c732eedc4edd\"},\"root_ids\":[\"p1219\"],\"notebook_comms_target\":\"p1272\"}];\n  void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n  }\n  if (root.Bokeh !== undefined) {\n    embed_document(root);\n  } else {\n    let attempts = 0;\n    const timer = setInterval(function(root) {\n      if (root.Bokeh !== undefined) {\n        clearInterval(timer);\n        embed_document(root);\n      } else {\n        attempts++;\n        if (attempts > 100) {\n          clearInterval(timer);\n          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n        }\n      }\n    }, 10, root)\n  }\n})(window);",
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "p1219"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = inspector.plot_bipartite_network()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "b95b65d2",
   "metadata": {},
   "source": [
    "The attribute `location.actors` shows all actors that are connected to this location:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "1cc37edd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<pop2net.actor.Actor at 0x79c0a82767e0>]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "location.actors"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "7f754039",
   "metadata": {},
   "source": [
    "The attribute `actor.locations` shows all locations that are connected to the actor:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "069108b7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<pop2net.location.Location at 0x79c0a7ee1d00>]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "actor.locations"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "6f1817a5",
   "metadata": {},
   "source": [
    "Let's add 3 more actors to the environment.\n",
    "This time, we'll use `env.add_locations()` to add multiple actors at once."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "0cfdb40b",
   "metadata": {},
   "outputs": [],
   "source": [
    "env.add_actors([p2n.Actor() for _ in range(3)])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "1b5013b2",
   "metadata": {},
   "source": [
    "Now we have 4 actors in our environment:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "a3a572fb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<pop2net.actor.Actor at 0x79c0a82767e0>,\n",
       " <pop2net.actor.Actor at 0x79c0a7d3dc70>,\n",
       " <pop2net.actor.Actor at 0x79c0a7bf9580>,\n",
       " <pop2net.actor.Actor at 0x79c0a7bf8500>]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "env.actors"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "04cbd21d",
   "metadata": {},
   "source": [
    "Let's add an additional location.\n",
    "But now we create our own location class `School` which inherits from `p2n.Location`.\n",
    "You will understand the purpose of this later."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "2f5faf56",
   "metadata": {},
   "outputs": [],
   "source": [
    "class School(p2n.Location):\n",
    "    pass\n",
    "\n",
    "\n",
    "env.add_location(School())"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "d4a62c85",
   "metadata": {},
   "source": [
    "Now, the environment has two locations:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "35fae1f4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<pop2net.location.Location at 0x79c0a7ee1d00>,\n",
       " <__main__.School at 0x79c0a7bf8c50>]"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "env.locations"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "8fd2458a",
   "metadata": {},
   "source": [
    "Let's have a look at the bipartite network graph:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "a75a1a2a",
   "metadata": {},
   "outputs": [
    {
     "data": {
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*/\n      safe: true,\n      /* Index of renderer in `output_area.display_order` */\n      index: 0\n    });\n  }\n\n  // register the mime type if in Jupyter Notebook environment and previously unregistered\n  if (root.Jupyter !== undefined) {\n    const events = require('base/js/events');\n    const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n      register_renderer(events, OutputArea);\n    }\n  }\n  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  const NB_LOAD_WARNING = {'data': {'text/html':\n     \"<div style='background-color: #fdd'>\\n\"+\n     \"<p>\\n\"+\n     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded(error = null) {\n    const el = document.getElementById(null);\n    if (el != null) {\n      const html = (() => {\n        if (typeof root.Bokeh === \"undefined\") {\n          if (error == null) {\n            return \"BokehJS is loading ...\";\n          } else {\n            return \"BokehJS failed to load.\";\n          }\n        } else {\n          const prefix = `BokehJS ${root.Bokeh.version}`;\n          if (error == null) {\n            return `${prefix} successfully loaded.`;\n          } else {\n            return `${prefix} <b>encountered errors</b> while loading and may not function as expected.`;\n          }\n        }\n      })();\n      el.innerHTML = html;\n\n      if (error != null) {\n        const wrapper = document.createElement(\"div\");\n        wrapper.style.overflow = \"auto\";\n        wrapper.style.height = \"5em\";\n        wrapper.style.resize = \"vertical\";\n        const content = document.createElement(\"div\");\n        content.style.fontFamily = \"monospace\";\n        content.style.whiteSpace = \"pre-wrap\";\n        content.style.backgroundColor = \"rgb(255, 221, 221)\";\n        content.textContent = error.stack ?? error.toString();\n        wrapper.append(content);\n        el.append(wrapper);\n      }\n    } else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(() => display_loaded(error), 100);\n    }\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n\n    root._bokeh_onload_callbacks.push(callback);\n    if (root._bokeh_is_loading > 0) {\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls == null || js_urls.length === 0) {\n      run_callbacks();\n      return null;\n    }\n    console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n    root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n\n    function on_error(url) {\n      console.error(\"failed to load \" + url);\n    }\n\n    for (let i = 0; i < css_urls.length; i++) {\n      const url = css_urls[i];\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error.bind(null, url);\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }\n\n    for (let i = 0; i < js_urls.length; i++) {\n      const url = js_urls[i];\n      const element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error.bind(null, url);\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.7.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.7.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.7.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.7.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.7.1.min.js\"];\n  const css_urls = [];\n\n  const inline_js = [    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {\n    }\n  ];\n\n  function run_inline_js() {\n    if (root.Bokeh !== undefined || force === true) {\n      try {\n            for (let i = 0; i < inline_js.length; i++) {\n      inline_js[i].call(root, root.Bokeh);\n    }\n\n      } catch (error) {throw error;\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    } else if (force !== true) {\n      const cell = $(document.getElementById(null)).parents('.cell').data().cell;\n      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n    }\n  }\n\n  if (root._bokeh_is_loading === 0) {\n    console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n    run_inline_js();\n  } else {\n    load_libs(css_urls, js_urls, function() {\n      console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n      run_inline_js();\n    });\n  }\n}(window));",
      "application/vnd.bokehjs_load.v0+json": ""
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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Application\",\"roots\":[{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"p1275\",\"attributes\":{\"width\":400,\"height\":400,\"x_range\":{\"type\":\"object\",\"name\":\"DataRange1d\",\"id\":\"p1276\"},\"y_range\":{\"type\":\"object\",\"name\":\"DataRange1d\",\"id\":\"p1277\"},\"x_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p1284\"},\"y_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p1285\"},\"title\":{\"type\":\"object\",\"name\":\"Title\",\"id\":\"p1282\"},\"renderers\":[{\"type\":\"object\",\"name\":\"GraphRenderer\",\"id\":\"p1307\",\"attributes\":{\"layout_provider\":{\"type\":\"object\",\"name\":\"StaticLayoutProvider\",\"id\":\"p1324\",\"attributes\":{\"graph_layout\":{\"type\":\"map\",\"entries\":[[0,{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"8gCn1xf14b/y+DZ7GkPWvw==\"},\"shape\":[2],\"dtype\":\"float64\",\"order\":\"little\"}],[1,{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"kvfl9X9E5L8qAkHDO1vdvw==\"},\"shape\":[2],\"dtype\":\"float64\",\"order\":\"little\"}],[2,{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"6ZQM0oa85r+Vuu0lct7iPw==\"},\"shape\":[2],\"dtype\":\"float64\",\"order\":\"little\"}],[3,{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"vsvsqeY34D/8pCk68bnpPw==\"},\"shape\":[2],\"dtype\":\"float64\",\"order\":\"little\"}],[4,{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAAAA8D9wrxVMhqWQvw==\"},\"shape\":[2],\"dtype\":\"float64\",\"order\":\"little\"}],[5,{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Y4NZ62982T+FtHoODETivw==\"},\"shape\":[2],\"dtype\":\"float64\",\"order\":\"little\"}]]}}},\"node_renderer\":{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p1312\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p1309\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p1310\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p1311\"},\"data\":{\"type\":\"map\",\"entries\":[[\"type\",[\"Actor\",\"Location\",\"Actor\",\"Actor\",\"Actor\",\"School\"]],[\"label\",[null,\"Location\",null,null,null,\"School\"]],[\"bipartite\",[0,1,0,0,0,1]],[\"index\",[0,1,2,3,4,5]],[\"_marker\",[\"circle\",\"square\",\"circle\",\"circle\",\"circle\",\"square\"]],[\"_color\",[\"firebrick\",\"steelblue\",\"firebrick\",\"firebrick\",\"firebrick\",\"steelblue\"]],[\"_alpha\",[0.5,0.5,0.5,0.5,0.5,0.5]],[\"_size\",[10,10,10,10,10,10]],[\"start_display\",[\"none\",\"none\",\"none\",\"none\",\"none\",\"none\"]],[\"end_display\",[\"none\",\"none\",\"none\",\"none\",\"none\",\"none\"]],[\"weight_display\",[\"none\",\"none\",\"none\",\"none\",\"none\",\"none\"]],[\"index_display\",[1,1,1,1,1,1]],[\"type_display\",[1,1,1,1,1,1]],[\"label_display\",[\"none\",1,\"none\",\"none\",\"none\",1]]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p1313\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p1314\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p1326\",\"attributes\":{\"size\":{\"type\":\"field\",\"field\":\"_size\"},\"line_color\":{\"type\":\"field\",\"field\":\"_color\"},\"line_alpha\":{\"type\":\"field\",\"field\":\"_alpha\"},\"fill_color\":{\"type\":\"field\",\"field\":\"_color\"},\"fill_alpha\":{\"type\":\"field\",\"field\":\"_alpha\"},\"marker\":{\"type\":\"field\",\"field\":\"_marker\"}}}}},\"edge_renderer\":{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p1319\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p1316\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p1317\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p1318\"},\"data\":{\"type\":\"map\",\"entries\":[[\"weight\",[1]],[\"start\",[0]],[\"end\",[1]],[\"_color\",[\"#440154\"]],[\"_alpha\",[1.0]],[\"_size\",[1.0]],[\"start_display\",[1]],[\"end_display\",[1]],[\"weight_display\",[1]],[\"index_display\",[\"none\"]],[\"type_display\",[\"none\"]],[\"label_display\",[\"none\"]]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p1320\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p1321\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"MultiLine\",\"id\":\"p1325\",\"attributes\":{\"line_color\":{\"type\":\"field\",\"field\":\"_color\"},\"line_alpha\":{\"type\":\"field\",\"field\":\"_alpha\"},\"line_width\":{\"type\":\"field\",\"field\":\"_size\"}}}}},\"selection_policy\":{\"type\":\"object\",\"name\":\"NodesOnly\",\"id\":\"p1322\"},\"inspection_policy\":{\"type\":\"object\",\"name\":\"NodesOnly\",\"id\":\"p1323\"}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p1283\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p1296\",\"attributes\":{\"dimensions\":\"both\",\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p1297\",\"attributes\":{\"syncable\":false,\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"p1303\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"p1302\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}}}},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p1304\"},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p1305\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p1306\"},{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p1327\",\"attributes\":{\"renderers\":[{\"id\":\"p1319\"},{\"id\":\"p1312\"}],\"tooltips\":\"<div><table>\\n        <tr style='display:@{start_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>start</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@start</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{end_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>end</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@end</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{weight_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>weight</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@weight</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{index_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>index</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@index</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{type_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>type</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@type</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{label_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>label</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@label</td>\\n        \\n        </tr>\\n        </table></div>\",\"line_policy\":\"interp\"}}],\"logo\":null}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1291\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1292\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1293\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1294\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1286\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1287\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1288\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1289\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1290\",\"attributes\":{\"axis\":{\"id\":\"p1286\"},\"grid_line_color\":null}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1295\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1291\"},\"grid_line_color\":null}}]}}]}};\n  const render_items = [{\"docid\":\"ae2ec7ad-c06d-470a-afa3-5235d455c2af\",\"roots\":{\"p1275\":\"d38c6e7a-11ba-4638-9caf-fcef5c265c25\"},\"root_ids\":[\"p1275\"],\"notebook_comms_target\":\"p1328\"}];\n  void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n  }\n  if (root.Bokeh !== undefined) {\n    embed_document(root);\n  } else {\n    let attempts = 0;\n    const timer = setInterval(function(root) {\n      if (root.Bokeh !== undefined) {\n        clearInterval(timer);\n        embed_document(root);\n      } else {\n        attempts++;\n        if (attempts > 100) {\n          clearInterval(timer);\n          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n        }\n      }\n    }, 10, root)\n  }\n})(window);",
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "p1275"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "inspector.plot_bipartite_network()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "4b35e772",
   "metadata": {},
   "source": [
    "Because there is still only one edge, in the next step, we assign each actor to one location and make sure that each location has not more than 2 actors:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "b64df7f5",
   "metadata": {},
   "outputs": [],
   "source": [
    "for location in env.locations:\n",
    "    for actor in env.actors:\n",
    "        if len(location.actors) < 2 and len(actor.locations) == 0:\n",
    "            location.add_actor(actor)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "89952359",
   "metadata": {},
   "source": [
    "Let's look at the graph again:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "a05284e1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": "'use strict';\n(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  const force = true;\n\n  if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n    root._bokeh_onload_callbacks = [];\n    root._bokeh_is_loading = undefined;\n  }\n\nconst JS_MIME_TYPE = 'application/javascript';\n  const HTML_MIME_TYPE = 'text/html';\n  const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n  const CLASS_NAME = 'output_bokeh rendered_html';\n\n  /**\n   * Render data to the DOM node\n   */\n  function render(props, node) {\n    const script = document.createElement(\"script\");\n    node.appendChild(script);\n  }\n\n  /**\n   * Handle when an output is cleared or removed\n   */\n  function handleClearOutput(event, handle) {\n    function drop(id) {\n      const view = Bokeh.index.get_by_id(id)\n      if (view != null) {\n        view.model.document.clear()\n        Bokeh.index.delete(view)\n      }\n    }\n\n    const cell = handle.cell;\n\n    const id = cell.output_area._bokeh_element_id;\n    const server_id = cell.output_area._bokeh_server_id;\n\n    // Clean up Bokeh references\n    if (id != null) {\n      drop(id)\n    }\n\n    if (server_id !== undefined) {\n      // Clean up Bokeh references\n      const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n      cell.notebook.kernel.execute(cmd_clean, {\n        iopub: {\n          output: function(msg) {\n            const id = msg.content.text.trim()\n            drop(id)\n          }\n        }\n      });\n      // Destroy server and session\n      const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n      cell.notebook.kernel.execute(cmd_destroy);\n    }\n  }\n\n  /**\n   * Handle when a new output is added\n   */\n  function handleAddOutput(event, handle) {\n    const output_area = handle.output_area;\n    const output = handle.output;\n\n    // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n    if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n      return\n    }\n\n    const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n    if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n      toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n      // store reference to embed id on output_area\n      output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n    }\n    if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n      const bk_div = document.createElement(\"div\");\n      bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n      const script_attrs = bk_div.children[0].attributes;\n      for (let i = 0; i < script_attrs.length; i++) {\n        toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n        toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n      }\n      // store reference to server id on output_area\n      output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n    }\n  }\n\n  function register_renderer(events, OutputArea) {\n\n    function append_mime(data, metadata, element) {\n      // create a DOM node to render to\n      const toinsert = this.create_output_subarea(\n        metadata,\n        CLASS_NAME,\n        EXEC_MIME_TYPE\n      );\n      this.keyboard_manager.register_events(toinsert);\n      // Render to node\n      const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n      render(props, toinsert[toinsert.length - 1]);\n      element.append(toinsert);\n      return toinsert\n    }\n\n    /* Handle when an output is cleared or removed */\n    events.on('clear_output.CodeCell', handleClearOutput);\n    events.on('delete.Cell', handleClearOutput);\n\n    /* Handle when a new output is added */\n    events.on('output_added.OutputArea', handleAddOutput);\n\n    /**\n     * Register the mime type and append_mime function with output_area\n     */\n    OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n      /* Is output safe? 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If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded(error = null) {\n    const el = document.getElementById(null);\n    if (el != null) {\n      const html = (() => {\n        if (typeof root.Bokeh === \"undefined\") {\n          if (error == null) {\n            return \"BokehJS is loading ...\";\n          } else {\n            return \"BokehJS failed to load.\";\n          }\n        } else {\n          const prefix = `BokehJS ${root.Bokeh.version}`;\n          if (error == null) {\n            return `${prefix} successfully loaded.`;\n          } else {\n            return `${prefix} <b>encountered errors</b> while loading and may not function as expected.`;\n          }\n        }\n      })();\n      el.innerHTML = html;\n\n      if (error != null) {\n        const wrapper = document.createElement(\"div\");\n        wrapper.style.overflow = \"auto\";\n        wrapper.style.height = \"5em\";\n        wrapper.style.resize = \"vertical\";\n        const content = document.createElement(\"div\");\n        content.style.fontFamily = \"monospace\";\n        content.style.whiteSpace = \"pre-wrap\";\n        content.style.backgroundColor = \"rgb(255, 221, 221)\";\n        content.textContent = error.stack ?? 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      "application/vnd.bokehjs_load.v0+json": ""
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       <tr style='display:@{start_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>start</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@start</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{end_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>end</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@end</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{weight_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>weight</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@weight</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{index_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>index</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@index</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{type_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>type</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@type</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{label_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>label</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@label</td>\\n        \\n        </tr>\\n        </table></div>\",\"line_policy\":\"interp\"}}],\"logo\":null}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1351\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1352\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1353\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1354\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1346\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1347\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1348\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1349\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1350\",\"attributes\":{\"axis\":{\"id\":\"p1346\"},\"grid_line_color\":null}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1355\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1351\"},\"grid_line_color\":null}}]}}]}};\n  const render_items = [{\"docid\":\"129b2862-8511-4120-bb15-4d7313fe9567\",\"roots\":{\"p1335\":\"fc10329d-32db-4afa-a55a-3b0d82b0aa8b\"},\"root_ids\":[\"p1335\"],\"notebook_comms_target\":\"p1388\"}];\n  void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n  }\n  if (root.Bokeh !== undefined) {\n    embed_document(root);\n  } else {\n    let attempts = 0;\n    const timer = setInterval(function(root) {\n      if (root.Bokeh !== undefined) {\n        clearInterval(timer);\n        embed_document(root);\n      } else {\n        attempts++;\n        if (attempts > 100) {\n          clearInterval(timer);\n          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n        }\n      }\n    }, 10, root)\n  }\n})(window);",
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "p1335"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "inspector.plot_bipartite_network()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "09d279cf",
   "metadata": {},
   "source": [
    "Just because we can, let's create some more edges by adding a single actor to all locations:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "43f66dae",
   "metadata": {},
   "outputs": [],
   "source": [
    "actor = env.actors[0]\n",
    "\n",
    "actor.add_locations(env.locations)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "d16d40ce",
   "metadata": {},
   "outputs": [
    {
     "data": {
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*/\n      safe: true,\n      /* Index of renderer in `output_area.display_order` */\n      index: 0\n    });\n  }\n\n  // register the mime type if in Jupyter Notebook environment and previously unregistered\n  if (root.Jupyter !== undefined) {\n    const events = require('base/js/events');\n    const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n      register_renderer(events, OutputArea);\n    }\n  }\n  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  const NB_LOAD_WARNING = {'data': {'text/html':\n     \"<div style='background-color: #fdd'>\\n\"+\n     \"<p>\\n\"+\n     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded(error = null) {\n    const el = document.getElementById(null);\n    if (el != null) {\n      const html = (() => {\n        if (typeof root.Bokeh === \"undefined\") {\n          if (error == null) {\n            return \"BokehJS is loading ...\";\n          } else {\n            return \"BokehJS failed to load.\";\n          }\n        } else {\n          const prefix = `BokehJS ${root.Bokeh.version}`;\n          if (error == null) {\n            return `${prefix} successfully loaded.`;\n          } else {\n            return `${prefix} <b>encountered errors</b> while loading and may not function as expected.`;\n          }\n        }\n      })();\n      el.innerHTML = html;\n\n      if (error != null) {\n        const wrapper = document.createElement(\"div\");\n        wrapper.style.overflow = \"auto\";\n        wrapper.style.height = \"5em\";\n        wrapper.style.resize = \"vertical\";\n        const content = document.createElement(\"div\");\n        content.style.fontFamily = \"monospace\";\n        content.style.whiteSpace = \"pre-wrap\";\n        content.style.backgroundColor = \"rgb(255, 221, 221)\";\n        content.textContent = error.stack ?? 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       <tr style='display:@{start_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>start</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@start</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{end_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>end</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@end</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{weight_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>weight</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@weight</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{index_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>index</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@index</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{type_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>type</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@type</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{label_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>label</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@label</td>\\n        \\n        </tr>\\n        </table></div>\",\"line_policy\":\"interp\"}}],\"logo\":null}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1411\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1412\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1413\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1414\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1406\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1407\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1408\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1409\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1410\",\"attributes\":{\"axis\":{\"id\":\"p1406\"},\"grid_line_color\":null}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1415\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1411\"},\"grid_line_color\":null}}]}}]}};\n  const render_items = [{\"docid\":\"c84e374d-dee4-44f4-83b7-ac226011e4fd\",\"roots\":{\"p1395\":\"cce419c6-4925-4021-ae92-f5c4690aac58\"},\"root_ids\":[\"p1395\"],\"notebook_comms_target\":\"p1448\"}];\n  void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n  }\n  if (root.Bokeh !== undefined) {\n    embed_document(root);\n  } else {\n    let attempts = 0;\n    const timer = setInterval(function(root) {\n      if (root.Bokeh !== undefined) {\n        clearInterval(timer);\n        embed_document(root);\n      } else {\n        attempts++;\n        if (attempts > 100) {\n          clearInterval(timer);\n          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n        }\n      }\n    }, 10, root)\n  }\n})(window);",
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "p1395"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "inspector.plot_bipartite_network()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "81f1ff41",
   "metadata": {},
   "source": [
    "Here is the corresponding actor-level network graph:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "bd7f576a",
   "metadata": {},
   "outputs": [
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If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded(error = null) {\n    const el = document.getElementById(null);\n    if (el != null) {\n      const html = (() => {\n        if (typeof root.Bokeh === \"undefined\") {\n          if (error == null) {\n            return \"BokehJS is loading ...\";\n          } else {\n            return \"BokehJS failed to load.\";\n          }\n        } else {\n          const prefix = `BokehJS ${root.Bokeh.version}`;\n          if (error == null) {\n            return `${prefix} successfully loaded.`;\n          } else {\n            return `${prefix} <b>encountered errors</b> while loading and may not function as expected.`;\n          }\n        }\n      })();\n      el.innerHTML = html;\n\n      if (error != null) {\n        const wrapper = document.createElement(\"div\");\n        wrapper.style.overflow = \"auto\";\n        wrapper.style.height = \"5em\";\n        wrapper.style.resize = \"vertical\";\n        const content = document.createElement(\"div\");\n        content.style.fontFamily = \"monospace\";\n        content.style.whiteSpace = \"pre-wrap\";\n        content.style.backgroundColor = \"rgb(255, 221, 221)\";\n        content.textContent = error.stack ?? 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       <tr style='display:@{start_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>start</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@start</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{end_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>end</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@end</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{weight_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>weight</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@weight</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{index_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>index</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@index</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{type_display};'>\\n     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   ],
   "source": [
    "inspector.plot_actor_network()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6182fdfe",
   "metadata": {},
   "source": [
    "## Removing entities from the graph\n",
    "\n",
    "So far, we only added actors to the environment, locations to the environment, actors to locations and locations to actors.\n",
    "Of course we can also remove things."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "27d13f61",
   "metadata": {},
   "source": [
    "To remove the edge between an actor and a location, we can use `Environment.remove_actor_from_location()`, `Actor.remove_location()`, `Actor.remove_locations()`, `Location.remove_actor()` or `Location.remove_actors()`.\n",
    "In the following example, we remove the edge between `actor` and `location` using `Location.remove_actor()`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "0cc6df9b",
   "metadata": {},
   "outputs": [],
   "source": [
    "location.remove_actor(actor)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "279ccabd",
   "metadata": {},
   "outputs": [
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If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded(error = null) {\n    const el = document.getElementById(null);\n    if (el != null) {\n      const html = (() => {\n        if (typeof root.Bokeh === \"undefined\") {\n          if (error == null) {\n            return \"BokehJS is loading ...\";\n          } else {\n            return \"BokehJS failed to load.\";\n          }\n        } else {\n          const prefix = `BokehJS ${root.Bokeh.version}`;\n          if (error == null) {\n            return `${prefix} successfully loaded.`;\n          } else {\n            return `${prefix} <b>encountered errors</b> while loading and may not function as expected.`;\n          }\n        }\n      })();\n      el.innerHTML = html;\n\n      if (error != null) {\n        const wrapper = document.createElement(\"div\");\n        wrapper.style.overflow = \"auto\";\n        wrapper.style.height = \"5em\";\n        wrapper.style.resize = \"vertical\";\n        const content = document.createElement(\"div\");\n        content.style.fontFamily = \"monospace\";\n        content.style.whiteSpace = \"pre-wrap\";\n        content.style.backgroundColor = \"rgb(255, 221, 221)\";\n        content.textContent = error.stack ?? 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   \\n        <td style='text-align: right;color: #4682b4;'>type</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@type</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{label_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>label</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@label</td>\\n        \\n        </tr>\\n        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 const render_items = [{\"docid\":\"51add6c2-723d-42ba-b1ee-961a65aaa552\",\"roots\":{\"p1513\":\"f12c6787-0c58-49f6-af34-815030baa489\"},\"root_ids\":[\"p1513\"],\"notebook_comms_target\":\"p1566\"}];\n  void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n  }\n  if (root.Bokeh !== undefined) {\n    embed_document(root);\n  } else {\n    let attempts = 0;\n    const timer = setInterval(function(root) {\n      if (root.Bokeh !== undefined) {\n        clearInterval(timer);\n        embed_document(root);\n      } else {\n        attempts++;\n        if (attempts > 100) {\n          clearInterval(timer);\n          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n        }\n      }\n    }, 10, root)\n  }\n})(window);",
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*/\n      safe: true,\n      /* Index of renderer in `output_area.display_order` */\n      index: 0\n    });\n  }\n\n  // register the mime type if in Jupyter Notebook environment and previously unregistered\n  if (root.Jupyter !== undefined) {\n    const events = require('base/js/events');\n    const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n      register_renderer(events, OutputArea);\n    }\n  }\n  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  const NB_LOAD_WARNING = {'data': {'text/html':\n     \"<div style='background-color: #fdd'>\\n\"+\n     \"<p>\\n\"+\n     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded(error = null) {\n    const el = document.getElementById(null);\n    if (el != null) {\n      const html = (() => {\n        if (typeof root.Bokeh === \"undefined\") {\n          if (error == null) {\n            return \"BokehJS is loading ...\";\n          } else {\n            return \"BokehJS failed to load.\";\n          }\n        } else {\n          const prefix = `BokehJS ${root.Bokeh.version}`;\n          if (error == null) {\n            return `${prefix} successfully loaded.`;\n          } else {\n            return `${prefix} <b>encountered errors</b> while loading and may not function as expected.`;\n          }\n        }\n      })();\n      el.innerHTML = html;\n\n      if (error != null) {\n        const wrapper = document.createElement(\"div\");\n        wrapper.style.overflow = \"auto\";\n        wrapper.style.height = \"5em\";\n        wrapper.style.resize = \"vertical\";\n        const content = document.createElement(\"div\");\n        content.style.fontFamily = \"monospace\";\n        content.style.whiteSpace = \"pre-wrap\";\n        content.style.backgroundColor = \"rgb(255, 221, 221)\";\n        content.textContent = error.stack ?? 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      "application/vnd.bokehjs_load.v0+json": ""
     },
     "metadata": {},
     "output_type": "display_data"
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    {
     "data": {
      "text/html": [
       "\n",
       "  <div id=\"fc95c522-bb70-417a-842b-33100f515d40\" data-root-id=\"p1573\" style=\"display: contents;\"></div>\n"
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     "metadata": {},
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     "data": {
      "application/javascript": "(function(root) {\n  function embed_document(root) {\n  const docs_json = {\"0aa785fe-0d1d-4c3e-bd87-343d36d2f4a6\":{\"version\":\"3.7.1\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"p1573\",\"attributes\":{\"width\":400,\"height\":400,\"x_range\":{\"type\":\"object\",\"name\":\"DataRange1d\",\"id\":\"p1574\"},\"y_range\":{\"type\":\"object\",\"name\":\"DataRange1d\",\"id\":\"p1575\"},\"x_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p1582\"},\"y_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p1583\"},\"title\":{\"type\":\"object\",\"name\":\"Title\",\"id\":\"p1580\"},\"renderers\":[{\"type\":\"object\",\"name\":\"GraphRenderer\",\"id\":\"p1605\",\"attributes\":{\"layout_provider\":{\"type\":\"object\",\"name\":\"StaticLayoutProvider\",\"id\":\"p1622\",\"attributes\":{\"graph_layout\":{\"type\":\"map\",\"entries\":[[0,{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Zg5EMTG26z/EA6pANtTjvw==\"},\"shape\":[2],\"dtype\":\"float64\",\"order\":\"little\"}],[2,{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"/+j/cRiz7z/8vb+G6BTSvw==\"},\"shape\":[2],\"dtype\":\"float64\",\"order\":\"little\"}],[3,{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"Y/dDo0lp678nnQT6S7XjPw==\"},\"shape\":[2],\"dtype\":\"float64\",\"order\":\"little\"}],[4,{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"////////7782iwoUvVLSPw==\"},\"shape\":[2],\"dtype\":\"float64\",\"order\":\"little\"}]]}}},\"node_renderer\":{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p1610\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p1607\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p1608\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p1609\"},\"data\":{\"type\":\"map\",\"entries\":[[\"type\",[\"Actor\",\"Actor\",\"Actor\",\"Actor\"]],[\"index\",[0,2,3,4]],[\"_marker\",[\"circle\",\"circle\",\"circle\",\"circle\"]],[\"_color\",[\"firebrick\",\"firebrick\",\"firebrick\",\"firebrick\"]],[\"_alpha\",[0.5,0.5,0.5,0.5]],[\"_size\",[10,10,10,10]],[\"start_display\",[\"none\",\"none\",\"none\",\"none\"]],[\"end_display\",[\"none\",\"none\",\"none\",\"none\"]],[\"weight_display\",[\"none\",\"none\",\"none\",\"none\"]],[\"index_display\",[1,1,1,1]],[\"type_display\",[1,1,1,1]]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p1611\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p1612\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p1624\",\"attributes\":{\"size\":{\"type\":\"field\",\"field\":\"_size\"},\"line_color\":{\"type\":\"field\",\"field\":\"_color\"},\"line_alpha\":{\"type\":\"field\",\"field\":\"_alpha\"},\"fill_color\":{\"type\":\"field\",\"field\":\"_color\"},\"fill_alpha\":{\"type\":\"field\",\"field\":\"_alpha\"},\"marker\":{\"type\":\"field\",\"field\":\"_marker\"}}}}},\"edge_renderer\":{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p1617\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p1614\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p1615\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p1616\"},\"data\":{\"type\":\"map\",\"entries\":[[\"weight\",[1,1]],[\"start\",[0,3]],[\"end\",[2,4]],[\"_color\",[\"#440154\",\"#440154\"]],[\"_alpha\",[1.0,1.0]],[\"_size\",[1.0,1.0]],[\"start_display\",[1,1]],[\"end_display\",[1,1]],[\"weight_display\",[1,1]],[\"index_display\",[\"none\",\"none\"]],[\"type_display\",[\"none\",\"none\"]]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p1618\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p1619\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"MultiLine\",\"id\":\"p1623\",\"attributes\":{\"line_color\":{\"type\":\"field\",\"field\":\"_color\"},\"line_alpha\":{\"type\":\"field\",\"field\":\"_alpha\"},\"line_width\":{\"type\":\"field\",\"field\":\"_size\"}}}}},\"selection_policy\":{\"type\":\"object\",\"name\":\"NodesOnly\",\"id\":\"p1620\"},\"inspection_policy\":{\"type\":\"object\",\"name\":\"NodesOnly\",\"id\":\"p1621\"}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p1581\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p1594\",\"attributes\":{\"dimensions\":\"both\",\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p1595\",\"attributes\":{\"syncable\":false,\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"p1601\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"p1600\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}}}},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p1602\"},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p1603\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p1604\"},{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p1625\",\"attributes\":{\"renderers\":[{\"id\":\"p1617\"},{\"id\":\"p1610\"}],\"tooltips\":\"<div><table>\\n        <tr style='display:@{start_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>start</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@start</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{end_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>end</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@end</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{weight_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>weight</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@weight</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{index_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>index</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@index</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{type_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>type</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@type</td>\\n        \\n        </tr>\\n        </table></div>\",\"line_policy\":\"interp\"}}],\"logo\":null}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1589\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1590\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1591\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1592\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1584\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1585\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1586\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1587\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1588\",\"attributes\":{\"axis\":{\"id\":\"p1584\"},\"grid_line_color\":null}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1593\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1589\"},\"grid_line_color\":null}}]}}]}};\n  const render_items = [{\"docid\":\"0aa785fe-0d1d-4c3e-bd87-343d36d2f4a6\",\"roots\":{\"p1573\":\"fc95c522-bb70-417a-842b-33100f515d40\"},\"root_ids\":[\"p1573\"],\"notebook_comms_target\":\"p1626\"}];\n  void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n  }\n  if (root.Bokeh !== undefined) {\n    embed_document(root);\n  } else {\n    let attempts = 0;\n    const timer = setInterval(function(root) {\n      if (root.Bokeh !== undefined) {\n        clearInterval(timer);\n        embed_document(root);\n      } else {\n        attempts++;\n        if (attempts > 100) {\n          clearInterval(timer);\n          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n        }\n      }\n    }, 10, root)\n  }\n})(window);",
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "p1573"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "inspector.plot_networks()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "55c0b0f5",
   "metadata": {},
   "source": [
    "To remove actors or locations from the graph, we can use `Environment.remove_actor()` and `Environment.remove_location()`.\n",
    "In the following example, we remove `actor` from the graph:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "118916e3",
   "metadata": {},
   "outputs": [],
   "source": [
    "env.remove_actor(actor)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "dec5b844",
   "metadata": {},
   "outputs": [
    {
     "data": {
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If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded(error = null) {\n    const el = document.getElementById(null);\n    if (el != null) {\n      const html = (() => {\n        if (typeof root.Bokeh === \"undefined\") {\n          if (error == null) {\n            return \"BokehJS is loading ...\";\n          } else {\n            return \"BokehJS failed to load.\";\n          }\n        } else {\n          const prefix = `BokehJS ${root.Bokeh.version}`;\n          if (error == null) {\n            return `${prefix} successfully loaded.`;\n          } else {\n            return `${prefix} <b>encountered errors</b> while loading and may not function as expected.`;\n          }\n        }\n      })();\n      el.innerHTML = html;\n\n      if (error != null) {\n        const wrapper = document.createElement(\"div\");\n        wrapper.style.overflow = \"auto\";\n        wrapper.style.height = \"5em\";\n        wrapper.style.resize = \"vertical\";\n        const content = document.createElement(\"div\");\n        content.style.fontFamily = \"monospace\";\n        content.style.whiteSpace = \"pre-wrap\";\n        content.style.backgroundColor = \"rgb(255, 221, 221)\";\n        content.textContent = error.stack ?? 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   \\n        <td style='text-align: right;color: #4682b4;'>type</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@type</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{label_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>label</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@label</td>\\n        \\n        </tr>\\n        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 const render_items = [{\"docid\":\"7247b7fd-2231-4b89-8023-c791c4475ce4\",\"roots\":{\"p1631\":\"b9595aa1-aa1a-44d5-adb8-335dcb707ccc\"},\"root_ids\":[\"p1631\"],\"notebook_comms_target\":\"p1684\"}];\n  void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n  }\n  if (root.Bokeh !== undefined) {\n    embed_document(root);\n  } else {\n    let attempts = 0;\n    const timer = setInterval(function(root) {\n      if (root.Bokeh !== undefined) {\n        clearInterval(timer);\n        embed_document(root);\n      } else {\n        attempts++;\n        if (attempts > 100) {\n          clearInterval(timer);\n          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n        }\n      }\n    }, 10, root)\n  }\n})(window);",
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If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded(error = null) {\n    const el = document.getElementById(null);\n    if (el != null) {\n      const html = (() => {\n        if (typeof root.Bokeh === \"undefined\") {\n          if (error == null) {\n            return \"BokehJS is loading ...\";\n          } else {\n            return \"BokehJS failed to load.\";\n          }\n        } else {\n          const prefix = `BokehJS ${root.Bokeh.version}`;\n          if (error == null) {\n            return `${prefix} successfully loaded.`;\n          } else {\n            return `${prefix} <b>encountered errors</b> while loading and may not function as expected.`;\n          }\n        }\n      })();\n      el.innerHTML = html;\n\n      if (error != null) {\n        const wrapper = document.createElement(\"div\");\n        wrapper.style.overflow = \"auto\";\n        wrapper.style.height = \"5em\";\n        wrapper.style.resize = \"vertical\";\n        const content = document.createElement(\"div\");\n        content.style.fontFamily = \"monospace\";\n        content.style.whiteSpace = \"pre-wrap\";\n        content.style.backgroundColor = \"rgb(255, 221, 221)\";\n        content.textContent = error.stack ?? 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}}}}}}},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p1719\"},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p1720\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p1721\"},{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p1742\",\"attributes\":{\"renderers\":[{\"id\":\"p1734\"},{\"id\":\"p1727\"}],\"tooltips\":\"<div><table>\\n        <tr style='display:@{start_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>start</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@start</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{end_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>end</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@end</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{weight_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>weight</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@weight</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{index_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>index</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@index</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{type_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>type</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@type</td>\\n        \\n        </tr>\\n        </table></div>\",\"line_policy\":\"interp\"}}],\"logo\":null}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1706\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1707\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1708\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1709\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1701\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1702\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1703\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1704\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1705\",\"attributes\":{\"axis\":{\"id\":\"p1701\"},\"grid_line_color\":null}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1710\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1706\"},\"grid_line_color\":null}}]}}]}};\n  const render_items = [{\"docid\":\"ae4308bc-3e6c-44b9-b3ac-89a34cbaee26\",\"roots\":{\"p1690\":\"d0ae196c-1a4e-4ba8-98af-d96adff2455b\"},\"root_ids\":[\"p1690\"],\"notebook_comms_target\":\"p1743\"}];\n  void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n  }\n  if (root.Bokeh !== undefined) {\n    embed_document(root);\n  } else {\n    let attempts = 0;\n    const timer = setInterval(function(root) {\n      if (root.Bokeh !== undefined) {\n        clearInterval(timer);\n        embed_document(root);\n      } else {\n        attempts++;\n        if (attempts > 100) {\n          clearInterval(timer);\n          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n        }\n      }\n    }, 10, root)\n  }\n})(window);",
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "p1690"
      }
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     "output_type": "display_data"
    }
   ],
   "source": [
    "inspector.plot_networks()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4e48dc73",
   "metadata": {},
   "source": [
    "Let's put `actor` back in the graph:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "d1bd0d4f",
   "metadata": {},
   "outputs": [],
   "source": [
    "env.add_actor(actor)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "16e66f4d",
   "metadata": {},
   "outputs": [
    {
     "data": {
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*/\n      safe: true,\n      /* Index of renderer in `output_area.display_order` */\n      index: 0\n    });\n  }\n\n  // register the mime type if in Jupyter Notebook environment and previously unregistered\n  if (root.Jupyter !== undefined) {\n    const events = require('base/js/events');\n    const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n      register_renderer(events, OutputArea);\n    }\n  }\n  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  const NB_LOAD_WARNING = {'data': {'text/html':\n     \"<div style='background-color: #fdd'>\\n\"+\n     \"<p>\\n\"+\n     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded(error = null) {\n    const el = document.getElementById(null);\n    if (el != null) {\n      const html = (() => {\n        if (typeof root.Bokeh === \"undefined\") {\n          if (error == null) {\n            return \"BokehJS is loading ...\";\n          } else {\n            return \"BokehJS failed to load.\";\n          }\n        } else {\n          const prefix = `BokehJS ${root.Bokeh.version}`;\n          if (error == null) {\n            return `${prefix} successfully loaded.`;\n          } else {\n            return `${prefix} <b>encountered errors</b> while loading and may not function as expected.`;\n          }\n        }\n      })();\n      el.innerHTML = html;\n\n      if (error != null) {\n        const wrapper = document.createElement(\"div\");\n        wrapper.style.overflow = \"auto\";\n        wrapper.style.height = \"5em\";\n        wrapper.style.resize = \"vertical\";\n        const content = document.createElement(\"div\");\n        content.style.fontFamily = \"monospace\";\n        content.style.whiteSpace = \"pre-wrap\";\n        content.style.backgroundColor = \"rgb(255, 221, 221)\";\n        content.textContent = error.stack ?? 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       <tr style='display:@{start_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>start</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@start</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{end_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>end</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@end</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{weight_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>weight</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@weight</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{index_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>index</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@index</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{type_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>type</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@type</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{label_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>label</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@label</td>\\n        \\n        </tr>\\n        </table></div>\",\"line_policy\":\"interp\"}}],\"logo\":null}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1763\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1764\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1765\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1766\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1758\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1759\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1760\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1761\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1762\",\"attributes\":{\"axis\":{\"id\":\"p1758\"},\"grid_line_color\":null}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1767\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1763\"},\"grid_line_color\":null}}]}}]}};\n  const render_items = [{\"docid\":\"047ee08c-8b46-44e2-a2f5-e4083ddcc5d6\",\"roots\":{\"p1747\":\"e94bbaf1-b779-4645-a535-4e917090479f\"},\"root_ids\":[\"p1747\"],\"notebook_comms_target\":\"p1800\"}];\n  void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n  }\n  if (root.Bokeh !== undefined) {\n    embed_document(root);\n  } else {\n    let attempts = 0;\n    const timer = setInterval(function(root) {\n      if (root.Bokeh !== undefined) {\n        clearInterval(timer);\n        embed_document(root);\n      } else {\n        attempts++;\n        if (attempts > 100) {\n          clearInterval(timer);\n          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n        }\n      }\n    }, 10, root)\n  }\n})(window);",
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    "## Connecting actors quickly\n",
    "\n",
    "In Pop2net, actors are considered connected if they share a location.\n",
    "Thus, in order to connect actors, we first have to create a location first and then assign the actors to this location.\n",
    "\n",
    "The methods `Actor.connect()` and `Environment.connect_actors()` simplify that process by creating an instance from a given location class and directly assigning the given actors to this location instance.\n",
    "If no location class is set as the argument `location_cls`, `p2n.Location` is used as a default location class.\n",
    "In the following, we connect `actor` with the second actor of the environment `env.actors[1]` using `actor.connect()`.\n",
    "Under the hood, Pop2net creates one new location instance and assigns both actors to this location."
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    "actor.connect(actor=env.actors[1])"
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If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded(error = null) {\n    const el = document.getElementById(null);\n    if (el != null) {\n      const html = (() => {\n        if (typeof root.Bokeh === \"undefined\") {\n          if (error == null) {\n            return \"BokehJS is loading ...\";\n          } else {\n            return \"BokehJS failed to load.\";\n          }\n        } else {\n          const prefix = `BokehJS ${root.Bokeh.version}`;\n          if (error == null) {\n            return `${prefix} successfully loaded.`;\n          } else {\n            return `${prefix} <b>encountered errors</b> while loading and may not function as expected.`;\n          }\n        }\n      })();\n      el.innerHTML = html;\n\n      if (error != null) {\n        const wrapper = document.createElement(\"div\");\n        wrapper.style.overflow = \"auto\";\n        wrapper.style.height = \"5em\";\n        wrapper.style.resize = \"vertical\";\n        const content = document.createElement(\"div\");\n        content.style.fontFamily = \"monospace\";\n        content.style.whiteSpace = \"pre-wrap\";\n        content.style.backgroundColor = \"rgb(255, 221, 221)\";\n        content.textContent = error.stack ?? 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*/\n      safe: true,\n      /* Index of renderer in `output_area.display_order` */\n      index: 0\n    });\n  }\n\n  // register the mime type if in Jupyter Notebook environment and previously unregistered\n  if (root.Jupyter !== undefined) {\n    const events = require('base/js/events');\n    const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n      register_renderer(events, OutputArea);\n    }\n  }\n  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  const NB_LOAD_WARNING = {'data': {'text/html':\n     \"<div style='background-color: #fdd'>\\n\"+\n     \"<p>\\n\"+\n     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded(error = null) {\n    const el = document.getElementById(null);\n    if (el != null) {\n      const html = (() => {\n        if (typeof root.Bokeh === \"undefined\") {\n          if (error == null) {\n            return \"BokehJS is loading ...\";\n          } else {\n            return \"BokehJS failed to load.\";\n          }\n        } else {\n          const prefix = `BokehJS ${root.Bokeh.version}`;\n          if (error == null) {\n            return `${prefix} successfully loaded.`;\n          } else {\n            return `${prefix} <b>encountered errors</b> while loading and may not function as expected.`;\n          }\n        }\n      })();\n      el.innerHTML = html;\n\n      if (error != null) {\n        const wrapper = document.createElement(\"div\");\n        wrapper.style.overflow = \"auto\";\n        wrapper.style.height = \"5em\";\n        wrapper.style.resize = \"vertical\";\n        const content = document.createElement(\"div\");\n        content.style.fontFamily = \"monospace\";\n        content.style.whiteSpace = \"pre-wrap\";\n        content.style.backgroundColor = \"rgb(255, 221, 221)\";\n        content.textContent = error.stack ?? 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       "\n",
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",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"p1954\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"p1953\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}}}},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p1955\"},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p1956\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p1957\"},{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p1978\",\"attributes\":{\"renderers\":[{\"id\":\"p1970\"},{\"id\":\"p1963\"}],\"tooltips\":\"<div><table>\\n        <tr style='display:@{start_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>start</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@start</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{end_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>end</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@end</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{weight_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>weight</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@weight</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{index_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>index</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@index</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{type_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>type</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@type</td>\\n        \\n        </tr>\\n        </table></div>\",\"line_policy\":\"interp\"}}],\"logo\":null}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1942\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1943\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1944\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1945\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1937\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1938\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1939\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1940\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1941\",\"attributes\":{\"axis\":{\"id\":\"p1937\"},\"grid_line_color\":null}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1946\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1942\"},\"grid_line_color\":null}}]}}]}};\n  const render_items = [{\"docid\":\"83675d32-507d-43af-8596-44574ec80b4f\",\"roots\":{\"p1926\":\"ed183c63-c7fe-40cd-b9c7-753fdc6128ca\"},\"root_ids\":[\"p1926\"],\"notebook_comms_target\":\"p1979\"}];\n  void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n  }\n  if (root.Bokeh !== undefined) {\n    embed_document(root);\n  } else {\n    let attempts = 0;\n    const timer = setInterval(function(root) {\n      if (root.Bokeh !== undefined) {\n        clearInterval(timer);\n        embed_document(root);\n      } else {\n        attempts++;\n        if (attempts > 100) {\n          clearInterval(timer);\n          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n        }\n      }\n    }, 10, root)\n  }\n})(window);",
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "p1926"
      }
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     "output_type": "display_data"
    }
   ],
   "source": [
    "inspector.plot_networks()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "54edde75",
   "metadata": {},
   "source": [
    "Let's connect those two actors also via the location type `School`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "9052f25b",
   "metadata": {},
   "outputs": [],
   "source": [
    "actor.connect(actor=env.actors[1], location_cls=School)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "9cb23096",
   "metadata": {},
   "outputs": [
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*/\n      safe: true,\n      /* Index of renderer in `output_area.display_order` */\n      index: 0\n    });\n  }\n\n  // register the mime type if in Jupyter Notebook environment and previously unregistered\n  if (root.Jupyter !== undefined) {\n    const events = require('base/js/events');\n    const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n      register_renderer(events, OutputArea);\n    }\n  }\n  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  const NB_LOAD_WARNING = {'data': {'text/html':\n     \"<div style='background-color: #fdd'>\\n\"+\n     \"<p>\\n\"+\n     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded(error = null) {\n    const el = document.getElementById(null);\n    if (el != null) {\n      const html = (() => {\n        if (typeof root.Bokeh === \"undefined\") {\n          if (error == null) {\n            return \"BokehJS is loading ...\";\n          } else {\n            return \"BokehJS failed to load.\";\n          }\n        } else {\n          const prefix = `BokehJS ${root.Bokeh.version}`;\n          if (error == null) {\n            return `${prefix} successfully loaded.`;\n          } else {\n            return `${prefix} <b>encountered errors</b> while loading and may not function as expected.`;\n          }\n        }\n      })();\n      el.innerHTML = html;\n\n      if (error != null) {\n        const wrapper = document.createElement(\"div\");\n        wrapper.style.overflow = \"auto\";\n        wrapper.style.height = \"5em\";\n        wrapper.style.resize = \"vertical\";\n        const content = document.createElement(\"div\");\n        content.style.fontFamily = \"monospace\";\n        content.style.whiteSpace = \"pre-wrap\";\n        content.style.backgroundColor = \"rgb(255, 221, 221)\";\n        content.textContent = error.stack ?? error.toString();\n        wrapper.append(content);\n        el.append(wrapper);\n      }\n    } else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(() => display_loaded(error), 100);\n    }\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n\n    root._bokeh_onload_callbacks.push(callback);\n    if (root._bokeh_is_loading > 0) {\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls == null || js_urls.length === 0) {\n      run_callbacks();\n      return null;\n    }\n    console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n    root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n\n    function on_error(url) {\n      console.error(\"failed to load \" + url);\n    }\n\n    for (let i = 0; i < css_urls.length; i++) {\n      const url = css_urls[i];\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error.bind(null, url);\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }\n\n    for (let i = 0; i < js_urls.length; i++) {\n      const url = js_urls[i];\n      const element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error.bind(null, url);\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.7.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.7.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.7.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.7.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.7.1.min.js\"];\n  const css_urls = [];\n\n  const inline_js = [    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {\n    }\n  ];\n\n  function run_inline_js() {\n    if (root.Bokeh !== undefined || force === true) {\n      try {\n            for (let i = 0; i < inline_js.length; i++) {\n      inline_js[i].call(root, root.Bokeh);\n    }\n\n      } catch (error) {throw error;\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    } else if (force !== true) {\n      const cell = $(document.getElementById(null)).parents('.cell').data().cell;\n      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n    }\n  }\n\n  if (root._bokeh_is_loading === 0) {\n    console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n    run_inline_js();\n  } else {\n    load_libs(css_urls, js_urls, function() {\n      console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n      run_inline_js();\n    });\n  }\n}(window));",
      "application/vnd.bokehjs_load.v0+json": ""
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "\n",
       "  <div id=\"b0387de9-2a39-4c09-8c21-94bc9de080cb\" data-root-id=\"p2046\" style=\"display: contents;\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
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    {
     "data": {
      "application/javascript": "(function(root) {\n  function embed_document(root) {\n  const docs_json = {\"17bda53e-059e-4433-9e02-2b2c7b332413\":{\"version\":\"3.7.1\",\"title\":\"Bokeh 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",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"p2074\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"p2073\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}}}},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p2075\"},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p2076\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p2077\"},{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p2098\",\"attributes\":{\"renderers\":[{\"id\":\"p2090\"},{\"id\":\"p2083\"}],\"tooltips\":\"<div><table>\\n        <tr style='display:@{start_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>start</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@start</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{end_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>end</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@end</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{weight_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>weight</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@weight</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{index_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>index</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@index</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{type_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>type</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@type</td>\\n        \\n        </tr>\\n        </table></div>\",\"line_policy\":\"interp\"}}],\"logo\":null}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p2062\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p2063\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p2064\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p2065\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p2057\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p2058\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p2059\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p2060\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p2061\",\"attributes\":{\"axis\":{\"id\":\"p2057\"},\"grid_line_color\":null}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p2066\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p2062\"},\"grid_line_color\":null}}]}}]}};\n  const render_items = [{\"docid\":\"17bda53e-059e-4433-9e02-2b2c7b332413\",\"roots\":{\"p2046\":\"b0387de9-2a39-4c09-8c21-94bc9de080cb\"},\"root_ids\":[\"p2046\"],\"notebook_comms_target\":\"p2099\"}];\n  void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n  }\n  if (root.Bokeh !== undefined) {\n    embed_document(root);\n  } else {\n    let attempts = 0;\n    const timer = setInterval(function(root) {\n      if (root.Bokeh !== undefined) {\n        clearInterval(timer);\n        embed_document(root);\n      } else {\n        attempts++;\n        if (attempts > 100) {\n          clearInterval(timer);\n          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n        }\n      }\n    }, 10, root)\n  }\n})(window);",
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "p2046"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "inspector.plot_networks()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6e891781",
   "metadata": {},
   "source": [
    "Using `Environment.connect_actors()`, we can connect more than two actors simultaneously.\n",
    "By setting `actors = env.actors` and `location_cls = World`, all actors in the environment are assigned to a new instance of `World`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "33252055",
   "metadata": {},
   "outputs": [],
   "source": [
    "class World(p2n.Location):\n",
    "    pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "4def58f6",
   "metadata": {},
   "outputs": [],
   "source": [
    "env.connect_actors(actors=env.actors, location_cls=World)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "dd3938f2",
   "metadata": {},
   "outputs": [
    {
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If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded(error = null) {\n    const el = document.getElementById(null);\n    if (el != null) {\n      const html = (() => {\n        if (typeof root.Bokeh === \"undefined\") {\n          if (error == null) {\n            return \"BokehJS is loading ...\";\n          } else {\n            return \"BokehJS failed to load.\";\n          }\n        } else {\n          const prefix = `BokehJS ${root.Bokeh.version}`;\n          if (error == null) {\n            return `${prefix} successfully loaded.`;\n          } else {\n            return `${prefix} <b>encountered errors</b> while loading and may not function as expected.`;\n          }\n        }\n      })();\n      el.innerHTML = html;\n\n      if (error != null) {\n        const wrapper = document.createElement(\"div\");\n        wrapper.style.overflow = \"auto\";\n        wrapper.style.height = \"5em\";\n        wrapper.style.resize = \"vertical\";\n        const content = document.createElement(\"div\");\n        content.style.fontFamily = \"monospace\";\n        content.style.whiteSpace = \"pre-wrap\";\n        content.style.backgroundColor = \"rgb(255, 221, 221)\";\n        content.textContent = error.stack ?? 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   \\n        <td style='text-align: right;color: #4682b4;'>type</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@type</td>\\n        \\n        </tr>\\n        \\n        <tr style='display:@{label_display};'>\\n        \\n        <td style='text-align: right;color: #4682b4;'>label</td>\\n        <td>:</td>\\n        <td style='text-align: left;'>@label</td>\\n        \\n        </tr>\\n        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    "inspector.plot_networks()"
   ]
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   "source": [
    "## Finding neighbors and shared locations"
   ]
  },
  {
   "attachments": {},
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   "id": "d6df0a8d",
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    "From the perspective of an actor, it is very important to know with whom the actor is connected in the network.\n",
    "As Pop2net works with bipartite networks, technically actors are only connected with locations.\n",
    "As you might already know, actors can access all connected locations via `actor.locations`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "7bce25cc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<pop2net.location.Location at 0x79c0a7a95760>,\n",
       " <__main__.School at 0x79c0a7f5a750>,\n",
       " <__main__.World at 0x79c0a7f5b4d0>]"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
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   "id": "a7b58d88",
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   "source": [
    "As locations are mainly a helping tool to connect actors, we often want to know which other actors are connected to the same locations.\n",
    "Every actor can access those other actors who are at the same location via `actor.neighbors()`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "86805136",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<pop2net.actor.Actor at 0x79c0a7d3dc70>,\n",
       " <pop2net.actor.Actor at 0x79c0a7bf9580>,\n",
       " <pop2net.actor.Actor at 0x79c0a7bf8500>]"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "actor.neighbors()"
   ]
  },
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   "metadata": {},
   "source": [
    "If we want to find only those *neighbors* who share a specific type of location with the actor, we can use the argument `location_labels` to filter by types of locations.\n",
    "In the following we only want *neighbors* who share a location of the type `School` with the actor:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "382fdaf6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<pop2net.actor.Actor at 0x79c0a7bf9580>]"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "actor.neighbors(location_labels=[\"School\"])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "ce5bdaec",
   "metadata": {},
   "source": [
    "By using different types of locations we can organize the relations of an actor to other actors and then access *neighbors* with a certain relation to the actor as we just did it above."
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "eff31d09",
   "metadata": {},
   "source": [
    "Sometimes we need to access all the locations an actor shares with another actor.\n",
    "This can be done using `actor.shared_locations()`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "cfc34c05",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<pop2net.location.Location at 0x79c0a7a95760>,\n",
       " <__main__.School at 0x79c0a7f5a750>,\n",
       " <__main__.World at 0x79c0a7f5b4d0>]"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "actor2 = env.actors[1]\n",
    "\n",
    "actor.shared_locations(actor2)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "b68f36f2",
   "metadata": {},
   "source": [
    "`Actor.shared_locations()` also has the argument `location_labels` to filter by the type of the location:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "9f88013a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<__main__.World at 0x79c0a7f5b4d0>]"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "actor.shared_locations(actor2, location_labels=[\"World\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "ce820499",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<__main__.School at 0x79c0a7f5a750>]"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "actor.shared_locations(actor2, location_labels=[\"School\"])"
   ]
  }
 ],
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