{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "a66f325c-0b73-4a9f-a863-db75a54e20ab",
   "metadata": {},
   "source": [
    "# Welcome\n",
    "\n",
    "This tutorial is a hands-on introduction to Arbor and detailled biophysical cell models, without \n",
    "much regard for background in theory. Please ask questions early and often.\n",
    "\n",
    "**Disclaimer**: For compatibility with the eBrain collaboratory, this assumes Arbor 0.9.0, which is quite outdated.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bb8fb18d-f34f-46e8-81a7-f20c9273d820",
   "metadata": {},
   "source": [
    "# Setup\n",
    "\n",
    "Before you start:\n",
    "```\n",
    "python3 -m venv venv\n",
    "source venv/bin/activate\n",
    "pip3 install arbor==0.9 numpy seaborn matplotlib pandas\n",
    "```\n",
    "\n",
    "If you did this _after_ starting Jupyter, you'll need to restart!\n",
    "Check everything is in order"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "dd9548cc-823f-49cf-aeb8-75348d68ac8f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'mpi': False,\n",
       " 'mpi4py': False,\n",
       " 'gpu': None,\n",
       " 'vectorize': False,\n",
       " 'profiling': False,\n",
       " 'neuroml': True,\n",
       " 'bundled': True,\n",
       " 'version': '0.9.0',\n",
       " 'source': 'unknown commit',\n",
       " 'build_config': 'RELEASE',\n",
       " 'arch': 'native',\n",
       " 'prefix': '/usr/local',\n",
       " 'python_lib_path': '',\n",
       " 'binary_path': 'bin',\n",
       " 'lib_path': 'lib',\n",
       " 'data_path': 'share',\n",
       " 'CXX': '/Applications/Xcode_14.2.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/c++',\n",
       " 'pybind-version': '2.10.1',\n",
       " 'timestamp': 'Aug 10 2023 10:52:41'}"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import arbor as A\n",
    "\n",
    "A.config()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "0eb57417-f46a-47e2-a611-ebc7d8705b33",
   "metadata": {},
   "outputs": [],
   "source": [
    "assert(A.config()['version'] ==  '0.9.0')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b2f531c4-fb2a-4d4d-94c7-c8e61d59133b",
   "metadata": {},
   "source": [
    "# Introduction\n",
    "\n",
    "In this tutorial we will get you started on the very basics of building a single cell model in Arbor."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "87ed8c94-666c-4a04-ad21-9501fb663457",
   "metadata": {},
   "source": [
    "## Helpers\n",
    "\n",
    "These are details, but if you want, you can read them."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "6de1f20f-ae30-4193-9fc3-4e7ceacacad9",
   "metadata": {},
   "outputs": [],
   "source": [
    "from utils import plot_morphology"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "64e0bd8e-fd14-4ade-910b-4b1f723e5bba",
   "metadata": {},
   "source": [
    "# A Single Cell Model in Arbor"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9326d0e8-f66e-431e-b5a9-90357c1b5f76",
   "metadata": {},
   "source": [
    "We are going to start with the simplest model in Arbor, a single cell without network connections or complex distribution of dynamics. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "5c8f51cf-623a-4e0b-a203-8518df79d80f",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# begin by importing Arbor\n",
    "import arbor as A\n",
    "# we will also get support to plot things\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "883ac8c5-8628-4ef7-8aa9-ca01c394c250",
   "metadata": {},
   "source": [
    "## Morphologies"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cf57b7fd-eae5-4009-88e0-627c70673ef9",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "In Arbor, we separate the main concerns\n",
    "- Cell / Network models\n",
    "- Discretisation \n",
    "- Execution on a computer\n",
    "\n",
    "Cell models are built from \n",
    "- morphology\n",
    "- parametrisation\n",
    "- discretisation\n",
    "\n",
    "We will start our model with the morphology, which is a structure of connected segments describing the physical layout of the cell."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "3bf63afc-05ac-4841-981c-a008fa2e754c",
   "metadata": {},
   "outputs": [],
   "source": [
    "mrf = A.load_swc_neuron('Acker2008.swc')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "cd3a6a23-4aa3-42f9-ac2f-4d1f33dfcd36",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 1000x1000 with 1 Axes>,\n",
       " <Axes3D: xlabel='x $(\\\\mu m)$', ylabel='y $(\\\\mu m)$', zlabel='z $(\\\\mu m)$'>)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# we can take a look at the cell\n",
    "plot_morphology(mrf)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "10537544-1178-4f48-8354-3bfd89cf2319",
   "metadata": {},
   "source": [
    "## Adding Dynamics and Parameters"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2c41fe19-b1b9-4150-b2f5-4f5915906c4a",
   "metadata": {},
   "source": [
    "Loading the morphology gave us access to the geometry of the cell in the data file.\n",
    "However, the SWC data format specifies some predefined labels for parts of the cell:\n",
    "- `dend`\n",
    "- `soma`\n",
    "- `axon`\n",
    "- `apic`\n",
    "\n",
    "to reference these later, we use a dict-like structure:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "ed103931-11e7-4061-8bb5-390c6bc7b6bf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(label_dict (region  \"axon\" (tag 2)) (region  \"apic\" (tag 4)) (region  \"dend\" (tag 3)) (region  \"soma\" (tag 1)))"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lbl = A.label_dict()\n",
    "# insert SWC specified tags\n",
    "lbl.add_swc_tags()\n",
    "lbl"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b0f67cbb-3a73-4c98-828e-22073c088537",
   "metadata": {},
   "source": [
    "Note that Arbor differentiates between sets of points (`locset`) and contiguous parts\n",
    "of the morphology (`region`). The specification format might look a bit weird, but is\n",
    "easy to handle after a short introduction. For now, we will just use them as is and won't \n",
    "waste much thought.\n",
    "\n",
    "We can add more by writing expressions like"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "dd45db12-bafc-4f2e-afd5-ac08fd8a407a",
   "metadata": {},
   "outputs": [],
   "source": [
    "lbl['ctr'] = '(location 0 0.5)'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ec1c99cd-799b-4a5d-af1f-e98d701407b2",
   "metadata": {},
   "source": [
    "If this doesn't make sense, don't worry, for now it's sufficient to note that this gives us the centre \n",
    "of the first segment (which is the soma by definition). Arbor's way of defining regions and locations\n",
    "is extensively documented and allows placing objects on cells without caring about the way it will be\n",
    "split into compartments. Using labels is optional, if convenient.\n",
    "\n",
    "Let's take a look at the currently defined items"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "197c81e5-e3bc-4568-9ae2-7d3fec37857c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(label_dict (region  \"axon\" (tag 2)) (region  \"apic\" (tag 4)) (region  \"dend\" (tag 3)) (region  \"soma\" (tag 1)) (locset \"ctr\" (location 0 0.5)))"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lbl"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "14348b72-f5a7-49d9-abea-39e45a933d19",
   "metadata": {},
   "source": [
    "Now, we can add items to the cell, which is done by manipulating a new object, the `decor`,\n",
    "which is simply a list of places and the things to attach to them. This split allows us to\n",
    "use morphologies and decors multiple times in the same simulation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "48ac3953-a9d5-40c3-9edd-d1933136da2b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<arbor._arbor.decor at 0x10d5e0130>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# empty decoration\n",
    "dec = A.decor()\n",
    "# ion channels are attached to regions using `paint`\n",
    "# we add Hodgkin-Huxley to the soma and a passive \n",
    "# current to the dendrite\n",
    "dec.paint('\"soma\"', A.density('hh'))\n",
    "dec.paint('\"dend\"', A.density('pas'))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "630e3b30-91ca-4878-88d9-e7968e8935d6",
   "metadata": {},
   "source": [
    "From morphology, decor, and labels we can build a cell"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "d7aa322a-3a05-4c9d-9ec1-a7831c933d3d",
   "metadata": {},
   "outputs": [],
   "source": [
    "cell = A.cable_cell(mrf, dec, lbl)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "922bd0f7-1f71-40ca-aaba-0c69e08d432f",
   "metadata": {},
   "source": [
    "which in turn can be directly used to make a simulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "9cf72d16-9da3-42b7-a88a-24446ab27ea5",
   "metadata": {},
   "outputs": [],
   "source": [
    "sim = A.single_cell_model(cell)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ab5fcf65-6ca4-4db5-a889-0bb7ac974388",
   "metadata": {},
   "source": [
    "and run"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "93f5eaeb-7471-4205-9667-1b911ebd4c7e",
   "metadata": {},
   "outputs": [],
   "source": [
    "# NOTE: Units here are ms. Version 0.10+ has an API with explicit units\n",
    "sim.run(tfinal=1000, dt=0.1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3b3f2f9d-552c-4aed-b570-31409846cde2",
   "metadata": {},
   "source": [
    "## Adding Plotting"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5c642115-800e-429f-beb7-a94c9d46e3e3",
   "metadata": {},
   "source": [
    "So far, we have run the simulation, but haven't seen it 'work'. Let's change that."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "1f428d32-ea08-4c6b-b25b-c9859d2f6506",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Make a new simulation object, forgetting all the state we had\n",
    "# before. There is no need to restart Python or reset anything else!\n",
    "sim = A.single_cell_model(cell)\n",
    "\n",
    "# add membrane potential recording\n",
    "# - at the soma centre\n",
    "# - get a handle 'Um'\n",
    "# - one sample every 1ms\n",
    "sim.probe(what='voltage', where='\"ctr\"', frequency=1)\n",
    "\n",
    "# re-run the simulation\n",
    "sim.run(tfinal=1000, dt=0.1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ae8b8495-22e5-4e47-ae79-28f0663ca37d",
   "metadata": {},
   "source": [
    "Now, we can plot the voltage trace"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "d9f85c62-b70f-4836-ae06-8e5a4838d779",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x10d63b830>]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fg, ax = plt.subplots()\n",
    "ax.plot(sim.traces[0].time, sim.traces[0].value)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "67f88fdb-5bae-472f-a6ba-2bd227b21bfa",
   "metadata": {},
   "source": [
    "## Adding an Input"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1d29166c-0048-4411-a153-607e18978ac1",
   "metadata": {},
   "source": [
    "While we can plot the membrane potential, it is not overly interesting, as the cell\n",
    "just evolves under it's own volition. Adding a stimulus current should change that."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "62d70b44-c7ec-4b1a-abf0-f1b60071357a",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x10d8d7ef0>]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# we could just add to the decor, but doing this multiple \n",
    "# time will add multiple current clamps. So, we copy it\n",
    "dec_ic = A.decor(dec)\n",
    "# nb. attaching items to locsets requires `place`\n",
    "#     and giving a name!\n",
    "dec_ic.place('\"ctr\"', A.iclamp(tstart=100, duration=10, current=20), 'ic')\n",
    "dec_ic.place('\"ctr\"', A.iclamp(tstart=200, duration=10, current=20), 'ic')\n",
    "\n",
    "# and rebuild the cell\n",
    "cell = A.cable_cell(mrf, dec_ic, lbl)\n",
    "\n",
    "# next, just re-run everything\n",
    "sim = A.single_cell_model(cell)\n",
    "sim.probe(what='voltage', where='\"ctr\"', frequency=1)\n",
    "sim.run(tfinal=500, dt=0.1)\n",
    "\n",
    "# and plot\n",
    "fg, ax = plt.subplots()\n",
    "ax.plot(sim.traces[0].time, sim.traces[0].value)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "548e8183-1cbc-45a3-a2b4-cc41025cd162",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "## Summary\n",
    "\n",
    "You have seen how cable cells are made from simple components, how simulations are run, and how data is obtained from the model.\n",
    "If you are coming from NEURON or Brian2, some things might seem familiar and others might seem strange.\n",
    "Arbor is closest in the underlying theory and design to NEURON, but there are substantial differences in the interface and low level implementation (very much for the better, we hope). \n",
    "\n",
    "If you are interested, here's some pointers for further reading:\n",
    "- `single_cell_model` is a convenience class over Arbor's `recipe` which is used to construct networks and more elaborate single cell models\n",
    "- `modcc` and `arbor-build-catalogue` allow for the construction of your own ion channels from an language called `NMODL`. Most NEURON channels are written in this language and can easily be adapted to work with Arbor.\n",
    "- there are more parameters on cells, channels, and simulations than we have shown so far\n",
    "- in `single_cell_model` data collection is much simplified, but also way less powerful than in the `recipe` interface\n",
    "- we haven't talked about discretisation so far, by default one compartment per segment is used\n",
    "- the region/locset definitions in this example only scratch the surface of what is possible\n",
    "\n",
    "The tutorial continues in the next part `02` introducing the `recipe`; if you have time left, you can investigate some of the ideas below."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1646f898-14e8-407c-9761-ed41e3a1d296",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "# Ideas\n",
    "- Place more / different stimuli in different places\n",
    "- Plot the voltage at different places, simultaneously, by adding more probes with varying `where` arguments.\n",
    "\n",
    "  Here's the documentation for placing things at different sets of locations: https://docs.arbor-sim.org/en/latest/concepts/labels.html#locset-expressions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f304a758-b842-4b18-8e7a-a36b2444d1f8",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [],
   "source": []
  }
 ],
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