diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 42b79b6a..6d579490 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -55,6 +55,23 @@ jobs:
uses: codecov/codecov-action@v3
with:
fail_ci_if_error: false
+
+ examples:
+ runs-on: ubuntu-22.04
+ steps:
+ - uses: actions/checkout@v2
+ - name: Set up Python 3.9
+ uses: actions/setup-python@v2
+ with:
+ python-version: "3.9"
+ - name: Install dependencies
+ run: |
+ python -m pip install --upgrade pip setuptools
+ pip install tox-gh-actions
+ - name: Run tox
+ run: |
+ tox -e examples
+
docs:
runs-on: ubuntu-22.04
steps:
diff --git a/.gitignore b/.gitignore
index 2d5b6ec6..e1249fdf 100644
--- a/.gitignore
+++ b/.gitignore
@@ -21,3 +21,4 @@ bin
*.ipynb_checkpoints
lib
fllog.txt
+*.DS_Store
\ No newline at end of file
diff --git a/examples/basic/basic_notebook1.ipynb b/examples/basic/basic_notebook1.ipynb
index c5f10581..650e0d35 100644
--- a/examples/basic/basic_notebook1.ipynb
+++ b/examples/basic/basic_notebook1.ipynb
@@ -1,6 +1,7 @@
{
"cells": [
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
@@ -12,6 +13,7 @@
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {
"collapsed": false
@@ -22,45 +24,38 @@
},
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": null,
"metadata": {
"collapsed": false
},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Requirement already satisfied (use --upgrade to upgrade): efel in /usr/local/lib/python2.7/site-packages\r\n",
- "Requirement already satisfied (use --upgrade to upgrade): json2html in /usr/local/lib/python2.7/site-packages\r\n",
- "Requirement already satisfied (use --upgrade to upgrade): numpy>=1.6 in /usr/local/lib/python2.7/site-packages (from efel)\r\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"!pip install efel json2html\n",
"import efel\n",
"\n",
- "import urllib, numpy, IPython\n",
+ "import numpy, IPython\n",
"from json2html import *\n",
"\n",
"%matplotlib notebook\n",
+ "%matplotlib inline\n",
"from matplotlib import pyplot as plt\n",
"plt.rcParams['figure.figsize'] = 10, 10"
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
- "## Fetching the data"
+ "## Loading the data"
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
- "We will fetch the data from the test directory in the eFEL Github repository. The data consists of a text file with the first column being the time points and the second the membrane voltage (in respectively, ms and mV)"
+ "The data consists of a text file with the first column being the time points and the second the membrane voltage (in respectively, ms and mV)"
]
},
{
@@ -69,13 +64,14 @@
"metadata": {},
"outputs": [],
"source": [
- "test_url = 'https://raw.githubusercontent.com/BlueBrain/eFEL/master/tests/testdata/allfeatures/testdata.txt'\n",
- "test_data = numpy.loadtxt(urllib.request.urlopen(test_url))\n",
+ "test_url = '../../tests/testdata/allfeatures/testdata.txt'\n",
+ "test_data = numpy.loadtxt(test_url)\n",
"time = test_data[:,0]\n",
"voltage = test_data[:, 1]"
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
@@ -91,21 +87,9 @@
"outputs": [
{
"data": {
- "application/javascript": "/* Put everything inside the global mpl namespace */\nwindow.mpl = {};\n\nmpl.get_websocket_type = function() {\n if (typeof(WebSocket) !== 'undefined') {\n return WebSocket;\n } else if (typeof(MozWebSocket) !== 'undefined') {\n return MozWebSocket;\n } else {\n alert('Your browser does not have WebSocket support.' +\n 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n 'Firefox 4 and 5 are also supported but you ' +\n 'have to enable WebSockets in about:config.');\n };\n}\n\nmpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n this.id = figure_id;\n\n this.ws = websocket;\n\n this.supports_binary = (this.ws.binaryType != undefined);\n\n if (!this.supports_binary) {\n var warnings = document.getElementById(\"mpl-warnings\");\n if (warnings) {\n warnings.style.display = 'block';\n warnings.textContent = (\n \"This browser does not support binary websocket messages. \" +\n \"Performance may be slow.\");\n }\n }\n\n this.imageObj = new Image();\n\n this.context = undefined;\n this.message = undefined;\n this.canvas = undefined;\n this.rubberband_canvas = undefined;\n this.rubberband_context = undefined;\n this.format_dropdown = undefined;\n\n this.image_mode = 'full';\n\n this.root = $('
');\n this._root_extra_style(this.root)\n this.root.attr('style', 'display: inline-block');\n\n $(parent_element).append(this.root);\n\n this._init_header(this);\n this._init_canvas(this);\n this._init_toolbar(this);\n\n var fig = this;\n\n this.waiting = false;\n\n this.ws.onopen = function () {\n fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n fig.send_message(\"send_image_mode\", {});\n fig.send_message(\"refresh\", {});\n }\n\n this.imageObj.onload = function() {\n if (fig.image_mode == 'full') {\n // Full images could contain transparency (where diff images\n // almost always do), so we need to clear the canvas so that\n // there is no ghosting.\n fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n }\n fig.context.drawImage(fig.imageObj, 0, 0);\n };\n\n this.imageObj.onunload = function() {\n this.ws.close();\n }\n\n this.ws.onmessage = this._make_on_message_function(this);\n\n this.ondownload = ondownload;\n}\n\nmpl.figure.prototype._init_header = function() {\n var titlebar = $(\n '
');\n var titletext = $(\n '
');\n titlebar.append(titletext)\n this.root.append(titlebar);\n this.header = titletext[0];\n}\n\n\n\nmpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n\n}\n\n\nmpl.figure.prototype._root_extra_style = function(canvas_div) {\n\n}\n\nmpl.figure.prototype._init_canvas = function() {\n var fig = this;\n\n var canvas_div = $('
');\n\n canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n\n function canvas_keyboard_event(event) {\n return fig.key_event(event, event['data']);\n }\n\n canvas_div.keydown('key_press', canvas_keyboard_event);\n canvas_div.keyup('key_release', canvas_keyboard_event);\n this.canvas_div = canvas_div\n this._canvas_extra_style(canvas_div)\n this.root.append(canvas_div);\n\n var canvas = $(' ');\n canvas.addClass('mpl-canvas');\n canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n\n this.canvas = canvas[0];\n this.context = canvas[0].getContext(\"2d\");\n\n var rubberband = $(' ');\n rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n\n var pass_mouse_events = true;\n\n canvas_div.resizable({\n start: function(event, ui) {\n pass_mouse_events = false;\n },\n resize: function(event, ui) {\n fig.request_resize(ui.size.width, ui.size.height);\n },\n stop: function(event, ui) {\n pass_mouse_events = true;\n fig.request_resize(ui.size.width, ui.size.height);\n },\n });\n\n function mouse_event_fn(event) {\n if (pass_mouse_events)\n return fig.mouse_event(event, event['data']);\n }\n\n rubberband.mousedown('button_press', mouse_event_fn);\n rubberband.mouseup('button_release', mouse_event_fn);\n // Throttle sequential mouse events to 1 every 20ms.\n rubberband.mousemove('motion_notify', mouse_event_fn);\n\n rubberband.mouseenter('figure_enter', mouse_event_fn);\n rubberband.mouseleave('figure_leave', mouse_event_fn);\n\n canvas_div.on(\"wheel\", function (event) {\n event = event.originalEvent;\n event['data'] = 'scroll'\n if (event.deltaY < 0) {\n event.step = 1;\n } else {\n event.step = -1;\n }\n mouse_event_fn(event);\n });\n\n canvas_div.append(canvas);\n canvas_div.append(rubberband);\n\n this.rubberband = rubberband;\n this.rubberband_canvas = rubberband[0];\n this.rubberband_context = rubberband[0].getContext(\"2d\");\n this.rubberband_context.strokeStyle = \"#000000\";\n\n this._resize_canvas = function(width, height) {\n // Keep the size of the canvas, canvas container, and rubber band\n // canvas in synch.\n canvas_div.css('width', width)\n canvas_div.css('height', height)\n\n canvas.attr('width', width);\n canvas.attr('height', height);\n\n rubberband.attr('width', width);\n rubberband.attr('height', height);\n }\n\n // Set the figure to an initial 600x600px, this will subsequently be updated\n // upon first draw.\n this._resize_canvas(600, 600);\n\n // Disable right mouse context menu.\n $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n return false;\n });\n\n function set_focus () {\n canvas.focus();\n canvas_div.focus();\n }\n\n window.setTimeout(set_focus, 100);\n}\n\nmpl.figure.prototype._init_toolbar = function() {\n var fig = this;\n\n var nav_element = $('
')\n nav_element.attr('style', 'width: 100%');\n this.root.append(nav_element);\n\n // Define a callback function for later on.\n function toolbar_event(event) {\n return fig.toolbar_button_onclick(event['data']);\n }\n function toolbar_mouse_event(event) {\n return fig.toolbar_button_onmouseover(event['data']);\n }\n\n for(var toolbar_ind in mpl.toolbar_items) {\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) {\n // put a spacer in here.\n continue;\n }\n var button = $(' ');\n button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n 'ui-button-icon-only');\n button.attr('role', 'button');\n button.attr('aria-disabled', 'false');\n button.click(method_name, toolbar_event);\n button.mouseover(tooltip, toolbar_mouse_event);\n\n var icon_img = $(' ');\n icon_img.addClass('ui-button-icon-primary ui-icon');\n icon_img.addClass(image);\n icon_img.addClass('ui-corner-all');\n\n var tooltip_span = $(' ');\n tooltip_span.addClass('ui-button-text');\n tooltip_span.html(tooltip);\n\n button.append(icon_img);\n button.append(tooltip_span);\n\n nav_element.append(button);\n }\n\n var fmt_picker_span = $(' ');\n\n var fmt_picker = $(' ');\n fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n fmt_picker_span.append(fmt_picker);\n nav_element.append(fmt_picker_span);\n this.format_dropdown = fmt_picker[0];\n\n for (var ind in mpl.extensions) {\n var fmt = mpl.extensions[ind];\n var option = $(\n ' ', {selected: fmt === mpl.default_extension}).html(fmt);\n fmt_picker.append(option)\n }\n\n // Add hover states to the ui-buttons\n $( \".ui-button\" ).hover(\n function() { $(this).addClass(\"ui-state-hover\");},\n function() { $(this).removeClass(\"ui-state-hover\");}\n );\n\n var status_bar = $('');\n nav_element.append(status_bar);\n this.message = status_bar[0];\n}\n\nmpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n // which will in turn request a refresh of the image.\n this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n}\n\nmpl.figure.prototype.send_message = function(type, properties) {\n properties['type'] = type;\n properties['figure_id'] = this.id;\n this.ws.send(JSON.stringify(properties));\n}\n\nmpl.figure.prototype.send_draw_message = function() {\n if (!this.waiting) {\n this.waiting = true;\n this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n }\n}\n\n\nmpl.figure.prototype.handle_save = function(fig, msg) {\n var format_dropdown = fig.format_dropdown;\n var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n fig.ondownload(fig, format);\n}\n\n\nmpl.figure.prototype.handle_resize = function(fig, msg) {\n var size = msg['size'];\n if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n fig._resize_canvas(size[0], size[1]);\n fig.send_message(\"refresh\", {});\n };\n}\n\nmpl.figure.prototype.handle_rubberband = function(fig, msg) {\n var x0 = msg['x0'];\n var y0 = fig.canvas.height - msg['y0'];\n var x1 = msg['x1'];\n var y1 = fig.canvas.height - msg['y1'];\n x0 = Math.floor(x0) + 0.5;\n y0 = Math.floor(y0) + 0.5;\n x1 = Math.floor(x1) + 0.5;\n y1 = Math.floor(y1) + 0.5;\n var min_x = Math.min(x0, x1);\n var min_y = Math.min(y0, y1);\n var width = Math.abs(x1 - x0);\n var height = Math.abs(y1 - y0);\n\n fig.rubberband_context.clearRect(\n 0, 0, fig.canvas.width, fig.canvas.height);\n\n fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n}\n\nmpl.figure.prototype.handle_figure_label = function(fig, msg) {\n // Updates the figure title.\n fig.header.textContent = msg['label'];\n}\n\nmpl.figure.prototype.handle_cursor = function(fig, msg) {\n var cursor = msg['cursor'];\n switch(cursor)\n {\n case 0:\n cursor = 'pointer';\n break;\n case 1:\n cursor = 'default';\n break;\n case 2:\n cursor = 'crosshair';\n break;\n case 3:\n cursor = 'move';\n break;\n }\n fig.rubberband_canvas.style.cursor = cursor;\n}\n\nmpl.figure.prototype.handle_message = function(fig, msg) {\n fig.message.textContent = msg['message'];\n}\n\nmpl.figure.prototype.handle_draw = function(fig, msg) {\n // Request the server to send over a new figure.\n fig.send_draw_message();\n}\n\nmpl.figure.prototype.handle_image_mode = function(fig, msg) {\n fig.image_mode = msg['mode'];\n}\n\nmpl.figure.prototype.updated_canvas_event = function() {\n // Called whenever the canvas gets updated.\n this.send_message(\"ack\", {});\n}\n\n// A function to construct a web socket function for onmessage handling.\n// Called in the figure constructor.\nmpl.figure.prototype._make_on_message_function = function(fig) {\n return function socket_on_message(evt) {\n if (evt.data instanceof Blob) {\n /* FIXME: We get \"Resource interpreted as Image but\n * transferred with MIME type text/plain:\" errors on\n * Chrome. But how to set the MIME type? It doesn't seem\n * to be part of the websocket stream */\n evt.data.type = \"image/png\";\n\n /* Free the memory for the previous frames */\n if (fig.imageObj.src) {\n (window.URL || window.webkitURL).revokeObjectURL(\n fig.imageObj.src);\n }\n\n fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n evt.data);\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n }\n else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n fig.imageObj.src = evt.data;\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n }\n\n var msg = JSON.parse(evt.data);\n var msg_type = msg['type'];\n\n // Call the \"handle_{type}\" callback, which takes\n // the figure and JSON message as its only arguments.\n try {\n var callback = fig[\"handle_\" + msg_type];\n } catch (e) {\n console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n return;\n }\n\n if (callback) {\n try {\n // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n callback(fig, msg);\n } catch (e) {\n console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n }\n }\n };\n}\n\n// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\nmpl.findpos = function(e) {\n //this section is from http://www.quirksmode.org/js/events_properties.html\n var targ;\n if (!e)\n e = window.event;\n if (e.target)\n targ = e.target;\n else if (e.srcElement)\n targ = e.srcElement;\n if (targ.nodeType == 3) // defeat Safari bug\n targ = targ.parentNode;\n\n // jQuery normalizes the pageX and pageY\n // pageX,Y are the mouse positions relative to the document\n // offset() returns the position of the element relative to the document\n var x = e.pageX - $(targ).offset().left;\n var y = e.pageY - $(targ).offset().top;\n\n return {\"x\": x, \"y\": y};\n};\n\n/*\n * return a copy of an object with only non-object keys\n * we need this to avoid circular references\n * http://stackoverflow.com/a/24161582/3208463\n */\nfunction simpleKeys (original) {\n return Object.keys(original).reduce(function (obj, key) {\n if (typeof original[key] !== 'object')\n obj[key] = original[key]\n return obj;\n }, {});\n}\n\nmpl.figure.prototype.mouse_event = function(event, name) {\n var canvas_pos = mpl.findpos(event)\n\n if (name === 'button_press')\n {\n this.canvas.focus();\n this.canvas_div.focus();\n }\n\n var x = canvas_pos.x;\n var y = canvas_pos.y;\n\n this.send_message(name, {x: x, y: y, button: event.button,\n step: event.step,\n guiEvent: simpleKeys(event)});\n\n /* This prevents the web browser from automatically changing to\n * the text insertion cursor when the button is pressed. We want\n * to control all of the cursor setting manually through the\n * 'cursor' event from matplotlib */\n event.preventDefault();\n return false;\n}\n\nmpl.figure.prototype._key_event_extra = function(event, name) {\n // Handle any extra behaviour associated with a key event\n}\n\nmpl.figure.prototype.key_event = function(event, name) {\n\n // Prevent repeat events\n if (name == 'key_press')\n {\n if (event.which === this._key)\n return;\n else\n this._key = event.which;\n }\n if (name == 'key_release')\n this._key = null;\n\n var value = '';\n if (event.ctrlKey && event.which != 17)\n value += \"ctrl+\";\n if (event.altKey && event.which != 18)\n value += \"alt+\";\n if (event.shiftKey && event.which != 16)\n value += \"shift+\";\n\n value += 'k';\n value += event.which.toString();\n\n this._key_event_extra(event, name);\n\n this.send_message(name, {key: value,\n guiEvent: simpleKeys(event)});\n return false;\n}\n\nmpl.figure.prototype.toolbar_button_onclick = function(name) {\n if (name == 'download') {\n this.handle_save(this, null);\n } else {\n this.send_message(\"toolbar_button\", {name: name});\n }\n};\n\nmpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n this.message.textContent = tooltip;\n};\nmpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n\nmpl.extensions = [\"eps\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\n\nmpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n // Create a \"websocket\"-like object which calls the given IPython comm\n // object with the appropriate methods. Currently this is a non binary\n // socket, so there is still some room for performance tuning.\n var ws = {};\n\n ws.close = function() {\n comm.close()\n };\n ws.send = function(m) {\n //console.log('sending', m);\n comm.send(m);\n };\n // Register the callback with on_msg.\n comm.on_msg(function(msg) {\n //console.log('receiving', msg['content']['data'], msg);\n // Pass the mpl event to the overriden (by mpl) onmessage function.\n ws.onmessage(msg['content']['data'])\n });\n return ws;\n}\n\nmpl.mpl_figure_comm = function(comm, msg) {\n // This is the function which gets called when the mpl process\n // starts-up an IPython Comm through the \"matplotlib\" channel.\n\n var id = msg.content.data.id;\n // Get hold of the div created by the display call when the Comm\n // socket was opened in Python.\n var element = $(\"#\" + id);\n var ws_proxy = comm_websocket_adapter(comm)\n\n function ondownload(figure, format) {\n window.open(figure.imageObj.src);\n }\n\n var fig = new mpl.figure(id, ws_proxy,\n ondownload,\n element.get(0));\n\n // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n // web socket which is closed, not our websocket->open comm proxy.\n ws_proxy.onopen();\n\n fig.parent_element = element.get(0);\n fig.cell_info = mpl.find_output_cell(\"
\");\n if (!fig.cell_info) {\n console.error(\"Failed to find cell for figure\", id, fig);\n return;\n }\n\n var output_index = fig.cell_info[2]\n var cell = fig.cell_info[0];\n\n};\n\nmpl.figure.prototype.handle_close = function(fig, msg) {\n fig.root.unbind('remove')\n\n // Update the output cell to use the data from the current canvas.\n fig.push_to_output();\n var dataURL = fig.canvas.toDataURL();\n // Re-enable the keyboard manager in IPython - without this line, in FF,\n // the notebook keyboard shortcuts fail.\n IPython.keyboard_manager.enable()\n $(fig.parent_element).html(' ');\n fig.close_ws(fig, msg);\n}\n\nmpl.figure.prototype.close_ws = function(fig, msg){\n fig.send_message('closing', msg);\n // fig.ws.close()\n}\n\nmpl.figure.prototype.push_to_output = function(remove_interactive) {\n // Turn the data on the canvas into data in the output cell.\n var dataURL = this.canvas.toDataURL();\n this.cell_info[1]['text/html'] = ' ';\n}\n\nmpl.figure.prototype.updated_canvas_event = function() {\n // Tell IPython that the notebook contents must change.\n IPython.notebook.set_dirty(true);\n this.send_message(\"ack\", {});\n var fig = this;\n // Wait a second, then push the new image to the DOM so\n // that it is saved nicely (might be nice to debounce this).\n setTimeout(function () { fig.push_to_output() }, 1000);\n}\n\nmpl.figure.prototype._init_toolbar = function() {\n var fig = this;\n\n var nav_element = $('
')\n nav_element.attr('style', 'width: 100%');\n this.root.append(nav_element);\n\n // Define a callback function for later on.\n function toolbar_event(event) {\n return fig.toolbar_button_onclick(event['data']);\n }\n function toolbar_mouse_event(event) {\n return fig.toolbar_button_onmouseover(event['data']);\n }\n\n for(var toolbar_ind in mpl.toolbar_items){\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) { continue; };\n\n var button = $(' ');\n button.click(method_name, toolbar_event);\n button.mouseover(tooltip, toolbar_mouse_event);\n nav_element.append(button);\n }\n\n // Add the status bar.\n var status_bar = $(' ');\n nav_element.append(status_bar);\n this.message = status_bar[0];\n\n // Add the close button to the window.\n var buttongrp = $('
');\n var button = $(' ');\n button.click(function (evt) { fig.handle_close(fig, {}); } );\n button.mouseover('Stop Interaction', toolbar_mouse_event);\n buttongrp.append(button);\n var titlebar = this.root.find($('.ui-dialog-titlebar'));\n titlebar.prepend(buttongrp);\n}\n\nmpl.figure.prototype._root_extra_style = function(el){\n var fig = this\n el.on(\"remove\", function(){\n\tfig.close_ws(fig, {});\n });\n}\n\nmpl.figure.prototype._canvas_extra_style = function(el){\n // this is important to make the div 'focusable\n el.attr('tabindex', 0)\n // reach out to IPython and tell the keyboard manager to turn it's self\n // off when our div gets focus\n\n // location in version 3\n if (IPython.notebook.keyboard_manager) {\n IPython.notebook.keyboard_manager.register_events(el);\n }\n else {\n // location in version 2\n IPython.keyboard_manager.register_events(el);\n }\n\n}\n\nmpl.figure.prototype._key_event_extra = function(event, name) {\n var manager = IPython.notebook.keyboard_manager;\n if (!manager)\n manager = IPython.keyboard_manager;\n\n // Check for shift+enter\n if (event.shiftKey && event.which == 13) {\n this.canvas_div.blur();\n event.shiftKey = false;\n // Send a \"J\" for go to next cell\n event.which = 74;\n event.keyCode = 74;\n manager.command_mode();\n manager.handle_keydown(event);\n }\n}\n\nmpl.figure.prototype.handle_save = function(fig, msg) {\n fig.ondownload(fig, null);\n}\n\n\nmpl.find_output_cell = function(html_output) {\n // Return the cell and output element which can be found *uniquely* in the notebook.\n // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n // IPython event is triggered only after the cells have been serialised, which for\n // our purposes (turning an active figure into a static one), is too late.\n var cells = IPython.notebook.get_cells();\n var ncells = cells.length;\n for (var i=0; i= 3 moved mimebundle to data attribute of output\n data = data.data;\n }\n if (data['text/html'] == html_output) {\n return [cell, data, j];\n }\n }\n }\n }\n}\n\n// Register the function which deals with the matplotlib target/channel.\n// The kernel may be null if the page has been refreshed.\nif (IPython.notebook.kernel != null) {\n IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n}\n",
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",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -122,6 +106,7 @@
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
@@ -137,21 +122,9 @@
"outputs": [
{
"data": {
- "application/javascript": "/* Put everything inside the global mpl namespace */\nwindow.mpl = {};\n\nmpl.get_websocket_type = function() {\n if (typeof(WebSocket) !== 'undefined') {\n return WebSocket;\n } else if (typeof(MozWebSocket) !== 'undefined') {\n return MozWebSocket;\n } else {\n alert('Your browser does not have WebSocket support.' +\n 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n 'Firefox 4 and 5 are also supported but you ' +\n 'have to enable WebSockets in about:config.');\n };\n}\n\nmpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n this.id = figure_id;\n\n this.ws = websocket;\n\n this.supports_binary = (this.ws.binaryType != undefined);\n\n if (!this.supports_binary) {\n var warnings = document.getElementById(\"mpl-warnings\");\n if (warnings) {\n warnings.style.display = 'block';\n warnings.textContent = (\n \"This browser does not support binary websocket messages. \" +\n \"Performance may be slow.\");\n }\n }\n\n this.imageObj = new Image();\n\n this.context = undefined;\n this.message = undefined;\n this.canvas = undefined;\n this.rubberband_canvas = undefined;\n this.rubberband_context = undefined;\n this.format_dropdown = undefined;\n\n this.image_mode = 'full';\n\n this.root = $('
');\n this._root_extra_style(this.root)\n this.root.attr('style', 'display: inline-block');\n\n $(parent_element).append(this.root);\n\n this._init_header(this);\n this._init_canvas(this);\n this._init_toolbar(this);\n\n var fig = this;\n\n this.waiting = false;\n\n this.ws.onopen = function () {\n fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n fig.send_message(\"send_image_mode\", {});\n fig.send_message(\"refresh\", {});\n }\n\n this.imageObj.onload = function() {\n if (fig.image_mode == 'full') {\n // Full images could contain transparency (where diff images\n // almost always do), so we need to clear the canvas so that\n // there is no ghosting.\n fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n }\n fig.context.drawImage(fig.imageObj, 0, 0);\n };\n\n this.imageObj.onunload = function() {\n this.ws.close();\n }\n\n this.ws.onmessage = this._make_on_message_function(this);\n\n this.ondownload = ondownload;\n}\n\nmpl.figure.prototype._init_header = function() {\n var titlebar = $(\n '
');\n var titletext = $(\n '
');\n titlebar.append(titletext)\n this.root.append(titlebar);\n this.header = titletext[0];\n}\n\n\n\nmpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n\n}\n\n\nmpl.figure.prototype._root_extra_style = function(canvas_div) {\n\n}\n\nmpl.figure.prototype._init_canvas = function() {\n var fig = this;\n\n var canvas_div = $('
');\n\n canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n\n function canvas_keyboard_event(event) {\n return fig.key_event(event, event['data']);\n }\n\n canvas_div.keydown('key_press', canvas_keyboard_event);\n canvas_div.keyup('key_release', canvas_keyboard_event);\n this.canvas_div = canvas_div\n this._canvas_extra_style(canvas_div)\n this.root.append(canvas_div);\n\n var canvas = $(' ');\n canvas.addClass('mpl-canvas');\n canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n\n this.canvas = canvas[0];\n this.context = canvas[0].getContext(\"2d\");\n\n var rubberband = $(' ');\n rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n\n var pass_mouse_events = true;\n\n canvas_div.resizable({\n start: function(event, ui) {\n pass_mouse_events = false;\n },\n resize: function(event, ui) {\n fig.request_resize(ui.size.width, ui.size.height);\n },\n stop: function(event, ui) {\n pass_mouse_events = true;\n fig.request_resize(ui.size.width, ui.size.height);\n },\n });\n\n function mouse_event_fn(event) {\n if (pass_mouse_events)\n return fig.mouse_event(event, event['data']);\n }\n\n rubberband.mousedown('button_press', mouse_event_fn);\n rubberband.mouseup('button_release', mouse_event_fn);\n // Throttle sequential mouse events to 1 every 20ms.\n rubberband.mousemove('motion_notify', mouse_event_fn);\n\n rubberband.mouseenter('figure_enter', mouse_event_fn);\n rubberband.mouseleave('figure_leave', mouse_event_fn);\n\n canvas_div.on(\"wheel\", function (event) {\n event = event.originalEvent;\n event['data'] = 'scroll'\n if (event.deltaY < 0) {\n event.step = 1;\n } else {\n event.step = -1;\n }\n mouse_event_fn(event);\n });\n\n canvas_div.append(canvas);\n canvas_div.append(rubberband);\n\n this.rubberband = rubberband;\n this.rubberband_canvas = rubberband[0];\n this.rubberband_context = rubberband[0].getContext(\"2d\");\n this.rubberband_context.strokeStyle = \"#000000\";\n\n this._resize_canvas = function(width, height) {\n // Keep the size of the canvas, canvas container, and rubber band\n // canvas in synch.\n canvas_div.css('width', width)\n canvas_div.css('height', height)\n\n canvas.attr('width', width);\n canvas.attr('height', height);\n\n rubberband.attr('width', width);\n rubberband.attr('height', height);\n }\n\n // Set the figure to an initial 600x600px, this will subsequently be updated\n // upon first draw.\n this._resize_canvas(600, 600);\n\n // Disable right mouse context menu.\n $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n return false;\n });\n\n function set_focus () {\n canvas.focus();\n canvas_div.focus();\n }\n\n window.setTimeout(set_focus, 100);\n}\n\nmpl.figure.prototype._init_toolbar = function() {\n var fig = this;\n\n var nav_element = $('
')\n nav_element.attr('style', 'width: 100%');\n this.root.append(nav_element);\n\n // Define a callback function for later on.\n function toolbar_event(event) {\n return fig.toolbar_button_onclick(event['data']);\n }\n function toolbar_mouse_event(event) {\n return fig.toolbar_button_onmouseover(event['data']);\n }\n\n for(var toolbar_ind in mpl.toolbar_items) {\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) {\n // put a spacer in here.\n continue;\n }\n var button = $(' ');\n button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n 'ui-button-icon-only');\n button.attr('role', 'button');\n button.attr('aria-disabled', 'false');\n button.click(method_name, toolbar_event);\n button.mouseover(tooltip, toolbar_mouse_event);\n\n var icon_img = $(' ');\n icon_img.addClass('ui-button-icon-primary ui-icon');\n icon_img.addClass(image);\n icon_img.addClass('ui-corner-all');\n\n var tooltip_span = $(' ');\n tooltip_span.addClass('ui-button-text');\n tooltip_span.html(tooltip);\n\n button.append(icon_img);\n button.append(tooltip_span);\n\n nav_element.append(button);\n }\n\n var fmt_picker_span = $(' ');\n\n var fmt_picker = $(' ');\n fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n fmt_picker_span.append(fmt_picker);\n nav_element.append(fmt_picker_span);\n this.format_dropdown = fmt_picker[0];\n\n for (var ind in mpl.extensions) {\n var fmt = mpl.extensions[ind];\n var option = $(\n ' ', {selected: fmt === mpl.default_extension}).html(fmt);\n fmt_picker.append(option)\n }\n\n // Add hover states to the ui-buttons\n $( \".ui-button\" ).hover(\n function() { $(this).addClass(\"ui-state-hover\");},\n function() { $(this).removeClass(\"ui-state-hover\");}\n );\n\n var status_bar = $('');\n nav_element.append(status_bar);\n this.message = status_bar[0];\n}\n\nmpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n // which will in turn request a refresh of the image.\n this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n}\n\nmpl.figure.prototype.send_message = function(type, properties) {\n properties['type'] = type;\n properties['figure_id'] = this.id;\n this.ws.send(JSON.stringify(properties));\n}\n\nmpl.figure.prototype.send_draw_message = function() {\n if (!this.waiting) {\n this.waiting = true;\n this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n }\n}\n\n\nmpl.figure.prototype.handle_save = function(fig, msg) {\n var format_dropdown = fig.format_dropdown;\n var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n fig.ondownload(fig, format);\n}\n\n\nmpl.figure.prototype.handle_resize = function(fig, msg) {\n var size = msg['size'];\n if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n fig._resize_canvas(size[0], size[1]);\n fig.send_message(\"refresh\", {});\n };\n}\n\nmpl.figure.prototype.handle_rubberband = function(fig, msg) {\n var x0 = msg['x0'];\n var y0 = fig.canvas.height - msg['y0'];\n var x1 = msg['x1'];\n var y1 = fig.canvas.height - msg['y1'];\n x0 = Math.floor(x0) + 0.5;\n y0 = Math.floor(y0) + 0.5;\n x1 = Math.floor(x1) + 0.5;\n y1 = Math.floor(y1) + 0.5;\n var min_x = Math.min(x0, x1);\n var min_y = Math.min(y0, y1);\n var width = Math.abs(x1 - x0);\n var height = Math.abs(y1 - y0);\n\n fig.rubberband_context.clearRect(\n 0, 0, fig.canvas.width, fig.canvas.height);\n\n fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n}\n\nmpl.figure.prototype.handle_figure_label = function(fig, msg) {\n // Updates the figure title.\n fig.header.textContent = msg['label'];\n}\n\nmpl.figure.prototype.handle_cursor = function(fig, msg) {\n var cursor = msg['cursor'];\n switch(cursor)\n {\n case 0:\n cursor = 'pointer';\n break;\n case 1:\n cursor = 'default';\n break;\n case 2:\n cursor = 'crosshair';\n break;\n case 3:\n cursor = 'move';\n break;\n }\n fig.rubberband_canvas.style.cursor = cursor;\n}\n\nmpl.figure.prototype.handle_message = function(fig, msg) {\n fig.message.textContent = msg['message'];\n}\n\nmpl.figure.prototype.handle_draw = function(fig, msg) {\n // Request the server to send over a new figure.\n fig.send_draw_message();\n}\n\nmpl.figure.prototype.handle_image_mode = function(fig, msg) {\n fig.image_mode = msg['mode'];\n}\n\nmpl.figure.prototype.updated_canvas_event = function() {\n // Called whenever the canvas gets updated.\n this.send_message(\"ack\", {});\n}\n\n// A function to construct a web socket function for onmessage handling.\n// Called in the figure constructor.\nmpl.figure.prototype._make_on_message_function = function(fig) {\n return function socket_on_message(evt) {\n if (evt.data instanceof Blob) {\n /* FIXME: We get \"Resource interpreted as Image but\n * transferred with MIME type text/plain:\" errors on\n * Chrome. But how to set the MIME type? It doesn't seem\n * to be part of the websocket stream */\n evt.data.type = \"image/png\";\n\n /* Free the memory for the previous frames */\n if (fig.imageObj.src) {\n (window.URL || window.webkitURL).revokeObjectURL(\n fig.imageObj.src);\n }\n\n fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n evt.data);\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n }\n else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n fig.imageObj.src = evt.data;\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n }\n\n var msg = JSON.parse(evt.data);\n var msg_type = msg['type'];\n\n // Call the \"handle_{type}\" callback, which takes\n // the figure and JSON message as its only arguments.\n try {\n var callback = fig[\"handle_\" + msg_type];\n } catch (e) {\n console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n return;\n }\n\n if (callback) {\n try {\n // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n callback(fig, msg);\n } catch (e) {\n console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n }\n }\n };\n}\n\n// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\nmpl.findpos = function(e) {\n //this section is from http://www.quirksmode.org/js/events_properties.html\n var targ;\n if (!e)\n e = window.event;\n if (e.target)\n targ = e.target;\n else if (e.srcElement)\n targ = e.srcElement;\n if (targ.nodeType == 3) // defeat Safari bug\n targ = targ.parentNode;\n\n // jQuery normalizes the pageX and pageY\n // pageX,Y are the mouse positions relative to the document\n // offset() returns the position of the element relative to the document\n var x = e.pageX - $(targ).offset().left;\n var y = e.pageY - $(targ).offset().top;\n\n return {\"x\": x, \"y\": y};\n};\n\n/*\n * return a copy of an object with only non-object keys\n * we need this to avoid circular references\n * http://stackoverflow.com/a/24161582/3208463\n */\nfunction simpleKeys (original) {\n return Object.keys(original).reduce(function (obj, key) {\n if (typeof original[key] !== 'object')\n obj[key] = original[key]\n return obj;\n }, {});\n}\n\nmpl.figure.prototype.mouse_event = function(event, name) {\n var canvas_pos = mpl.findpos(event)\n\n if (name === 'button_press')\n {\n this.canvas.focus();\n this.canvas_div.focus();\n }\n\n var x = canvas_pos.x;\n var y = canvas_pos.y;\n\n this.send_message(name, {x: x, y: y, button: event.button,\n step: event.step,\n guiEvent: simpleKeys(event)});\n\n /* This prevents the web browser from automatically changing to\n * the text insertion cursor when the button is pressed. We want\n * to control all of the cursor setting manually through the\n * 'cursor' event from matplotlib */\n event.preventDefault();\n return false;\n}\n\nmpl.figure.prototype._key_event_extra = function(event, name) {\n // Handle any extra behaviour associated with a key event\n}\n\nmpl.figure.prototype.key_event = function(event, name) {\n\n // Prevent repeat events\n if (name == 'key_press')\n {\n if (event.which === this._key)\n return;\n else\n this._key = event.which;\n }\n if (name == 'key_release')\n this._key = null;\n\n var value = '';\n if (event.ctrlKey && event.which != 17)\n value += \"ctrl+\";\n if (event.altKey && event.which != 18)\n value += \"alt+\";\n if (event.shiftKey && event.which != 16)\n value += \"shift+\";\n\n value += 'k';\n value += event.which.toString();\n\n this._key_event_extra(event, name);\n\n this.send_message(name, {key: value,\n guiEvent: simpleKeys(event)});\n return false;\n}\n\nmpl.figure.prototype.toolbar_button_onclick = function(name) {\n if (name == 'download') {\n this.handle_save(this, null);\n } else {\n this.send_message(\"toolbar_button\", {name: name});\n }\n};\n\nmpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n this.message.textContent = tooltip;\n};\nmpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n\nmpl.extensions = [\"eps\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\n\nmpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n // Create a \"websocket\"-like object which calls the given IPython comm\n // object with the appropriate methods. Currently this is a non binary\n // socket, so there is still some room for performance tuning.\n var ws = {};\n\n ws.close = function() {\n comm.close()\n };\n ws.send = function(m) {\n //console.log('sending', m);\n comm.send(m);\n };\n // Register the callback with on_msg.\n comm.on_msg(function(msg) {\n //console.log('receiving', msg['content']['data'], msg);\n // Pass the mpl event to the overriden (by mpl) onmessage function.\n ws.onmessage(msg['content']['data'])\n });\n return ws;\n}\n\nmpl.mpl_figure_comm = function(comm, msg) {\n // This is the function which gets called when the mpl process\n // starts-up an IPython Comm through the \"matplotlib\" channel.\n\n var id = msg.content.data.id;\n // Get hold of the div created by the display call when the Comm\n // socket was opened in Python.\n var element = $(\"#\" + id);\n var ws_proxy = comm_websocket_adapter(comm)\n\n function ondownload(figure, format) {\n window.open(figure.imageObj.src);\n }\n\n var fig = new mpl.figure(id, ws_proxy,\n ondownload,\n element.get(0));\n\n // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n // web socket which is closed, not our websocket->open comm proxy.\n ws_proxy.onopen();\n\n fig.parent_element = element.get(0);\n fig.cell_info = mpl.find_output_cell(\"
\");\n if (!fig.cell_info) {\n console.error(\"Failed to find cell for figure\", id, fig);\n return;\n }\n\n var output_index = fig.cell_info[2]\n var cell = fig.cell_info[0];\n\n};\n\nmpl.figure.prototype.handle_close = function(fig, msg) {\n fig.root.unbind('remove')\n\n // Update the output cell to use the data from the current canvas.\n fig.push_to_output();\n var dataURL = fig.canvas.toDataURL();\n // Re-enable the keyboard manager in IPython - without this line, in FF,\n // the notebook keyboard shortcuts fail.\n IPython.keyboard_manager.enable()\n $(fig.parent_element).html(' ');\n fig.close_ws(fig, msg);\n}\n\nmpl.figure.prototype.close_ws = function(fig, msg){\n fig.send_message('closing', msg);\n // fig.ws.close()\n}\n\nmpl.figure.prototype.push_to_output = function(remove_interactive) {\n // Turn the data on the canvas into data in the output cell.\n var dataURL = this.canvas.toDataURL();\n this.cell_info[1]['text/html'] = ' ';\n}\n\nmpl.figure.prototype.updated_canvas_event = function() {\n // Tell IPython that the notebook contents must change.\n IPython.notebook.set_dirty(true);\n this.send_message(\"ack\", {});\n var fig = this;\n // Wait a second, then push the new image to the DOM so\n // that it is saved nicely (might be nice to debounce this).\n setTimeout(function () { fig.push_to_output() }, 1000);\n}\n\nmpl.figure.prototype._init_toolbar = function() {\n var fig = this;\n\n var nav_element = $('
')\n nav_element.attr('style', 'width: 100%');\n this.root.append(nav_element);\n\n // Define a callback function for later on.\n function toolbar_event(event) {\n return fig.toolbar_button_onclick(event['data']);\n }\n function toolbar_mouse_event(event) {\n return fig.toolbar_button_onmouseover(event['data']);\n }\n\n for(var toolbar_ind in mpl.toolbar_items){\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) { continue; };\n\n var button = $(' ');\n button.click(method_name, toolbar_event);\n button.mouseover(tooltip, toolbar_mouse_event);\n nav_element.append(button);\n }\n\n // Add the status bar.\n var status_bar = $(' ');\n nav_element.append(status_bar);\n this.message = status_bar[0];\n\n // Add the close button to the window.\n var buttongrp = $('
');\n var button = $(' ');\n button.click(function (evt) { fig.handle_close(fig, {}); } );\n button.mouseover('Stop Interaction', toolbar_mouse_event);\n buttongrp.append(button);\n var titlebar = this.root.find($('.ui-dialog-titlebar'));\n titlebar.prepend(buttongrp);\n}\n\nmpl.figure.prototype._root_extra_style = function(el){\n var fig = this\n el.on(\"remove\", function(){\n\tfig.close_ws(fig, {});\n });\n}\n\nmpl.figure.prototype._canvas_extra_style = function(el){\n // this is important to make the div 'focusable\n el.attr('tabindex', 0)\n // reach out to IPython and tell the keyboard manager to turn it's self\n // off when our div gets focus\n\n // location in version 3\n if (IPython.notebook.keyboard_manager) {\n IPython.notebook.keyboard_manager.register_events(el);\n }\n else {\n // location in version 2\n IPython.keyboard_manager.register_events(el);\n }\n\n}\n\nmpl.figure.prototype._key_event_extra = function(event, name) {\n var manager = IPython.notebook.keyboard_manager;\n if (!manager)\n manager = IPython.keyboard_manager;\n\n // Check for shift+enter\n if (event.shiftKey && event.which == 13) {\n this.canvas_div.blur();\n event.shiftKey = false;\n // Send a \"J\" for go to next cell\n event.which = 74;\n event.keyCode = 74;\n manager.command_mode();\n manager.handle_keydown(event);\n }\n}\n\nmpl.figure.prototype.handle_save = function(fig, msg) {\n fig.ondownload(fig, null);\n}\n\n\nmpl.find_output_cell = function(html_output) {\n // Return the cell and output element which can be found *uniquely* in the notebook.\n // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n // IPython event is triggered only after the cells have been serialised, which for\n // our purposes (turning an active figure into a static one), is too late.\n var cells = IPython.notebook.get_cells();\n var ncells = cells.length;\n for (var i=0; i= 3 moved mimebundle to data attribute of output\n data = data.data;\n }\n if (data['text/html'] == html_output) {\n return [cell, data, j];\n }\n }\n }\n }\n}\n\n// Register the function which deals with the matplotlib target/channel.\n// The kernel may be null if the page has been refreshed.\nif (IPython.notebook.kernel != null) {\n IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n}\n",
+ "image/png": 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@@ -169,6 +142,7 @@
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"cell_type": "markdown",
"metadata": {},
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@@ -176,6 +150,7 @@
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@@ -198,6 +173,7 @@
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},
{
+ "attachments": {},
"cell_type": "markdown",
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@@ -214,7 +190,7 @@
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+ "AP_amplitude 72.57824412616736 46.36725526181844 41.154667915823914 39.76317509528857 36.161465303116316 37.848929573728334 peak_time 708.0000000000924 911.3000000001387 1405.9999999998167 1711.9999999995384 2387.499999998924 2637.7999999986964 peak_voltage 18.74902009950373 9.262291412641208 5.71846652014266 5.843234642606939 3.562320229253816 4.475069908715679 AP_begin_time 706.8000000000922 909.8000000001383 1404.2999999998183 1710.29999999954 2385.6999999989257 2635.999999998698 AP_begin_width 4.700000000001069 4.4000000000010004 4.699999999995725 4.599999999995816 4.799999999995634 4.9999999999954525 AP_begin_voltage -53.82922402666364 -37.10496384917723 -35.43620139568125 -33.91994045268163 -32.5991450738625 -33.37385966501265 mean_frequency
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@@ -241,28 +218,16 @@
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+ "execution_count": 7,
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},
"outputs": [
{
"data": {
- "application/javascript": "/* Put everything inside the global mpl namespace */\nwindow.mpl = {};\n\nmpl.get_websocket_type = function() {\n if (typeof(WebSocket) !== 'undefined') {\n return WebSocket;\n } else if (typeof(MozWebSocket) !== 'undefined') {\n return MozWebSocket;\n } else {\n alert('Your browser does not have WebSocket support.' +\n 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n 'Firefox 4 and 5 are also supported but you ' +\n 'have to enable WebSockets in about:config.');\n };\n}\n\nmpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n this.id = figure_id;\n\n this.ws = websocket;\n\n this.supports_binary = (this.ws.binaryType != undefined);\n\n if (!this.supports_binary) {\n var warnings = document.getElementById(\"mpl-warnings\");\n if (warnings) {\n warnings.style.display = 'block';\n warnings.textContent = (\n \"This browser does not support binary websocket messages. \" +\n \"Performance may be slow.\");\n }\n }\n\n this.imageObj = new Image();\n\n this.context = undefined;\n this.message = undefined;\n this.canvas = undefined;\n this.rubberband_canvas = undefined;\n this.rubberband_context = undefined;\n this.format_dropdown = undefined;\n\n this.image_mode = 'full';\n\n this.root = $('
');\n this._root_extra_style(this.root)\n this.root.attr('style', 'display: inline-block');\n\n $(parent_element).append(this.root);\n\n this._init_header(this);\n this._init_canvas(this);\n this._init_toolbar(this);\n\n var fig = this;\n\n this.waiting = false;\n\n this.ws.onopen = function () {\n fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n fig.send_message(\"send_image_mode\", {});\n fig.send_message(\"refresh\", {});\n }\n\n this.imageObj.onload = function() {\n if (fig.image_mode == 'full') {\n // Full images could contain transparency (where diff images\n // almost always do), so we need to clear the canvas so that\n // there is no ghosting.\n fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n }\n fig.context.drawImage(fig.imageObj, 0, 0);\n };\n\n this.imageObj.onunload = function() {\n this.ws.close();\n }\n\n this.ws.onmessage = this._make_on_message_function(this);\n\n this.ondownload = ondownload;\n}\n\nmpl.figure.prototype._init_header = function() {\n var titlebar = $(\n '
');\n var titletext = $(\n '
');\n titlebar.append(titletext)\n this.root.append(titlebar);\n this.header = titletext[0];\n}\n\n\n\nmpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n\n}\n\n\nmpl.figure.prototype._root_extra_style = function(canvas_div) {\n\n}\n\nmpl.figure.prototype._init_canvas = function() {\n var fig = this;\n\n var canvas_div = $('
');\n\n canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n\n function canvas_keyboard_event(event) {\n return fig.key_event(event, event['data']);\n }\n\n canvas_div.keydown('key_press', canvas_keyboard_event);\n canvas_div.keyup('key_release', canvas_keyboard_event);\n this.canvas_div = canvas_div\n this._canvas_extra_style(canvas_div)\n this.root.append(canvas_div);\n\n var canvas = $(' ');\n canvas.addClass('mpl-canvas');\n canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n\n this.canvas = canvas[0];\n this.context = canvas[0].getContext(\"2d\");\n\n var rubberband = $(' ');\n rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n\n var pass_mouse_events = true;\n\n canvas_div.resizable({\n start: function(event, ui) {\n pass_mouse_events = false;\n },\n resize: function(event, ui) {\n fig.request_resize(ui.size.width, ui.size.height);\n },\n stop: function(event, ui) {\n pass_mouse_events = true;\n fig.request_resize(ui.size.width, ui.size.height);\n },\n });\n\n function mouse_event_fn(event) {\n if (pass_mouse_events)\n return fig.mouse_event(event, event['data']);\n }\n\n rubberband.mousedown('button_press', mouse_event_fn);\n rubberband.mouseup('button_release', mouse_event_fn);\n // Throttle sequential mouse events to 1 every 20ms.\n rubberband.mousemove('motion_notify', mouse_event_fn);\n\n rubberband.mouseenter('figure_enter', mouse_event_fn);\n rubberband.mouseleave('figure_leave', mouse_event_fn);\n\n canvas_div.on(\"wheel\", function (event) {\n event = event.originalEvent;\n event['data'] = 'scroll'\n if (event.deltaY < 0) {\n event.step = 1;\n } else {\n event.step = -1;\n }\n mouse_event_fn(event);\n });\n\n canvas_div.append(canvas);\n canvas_div.append(rubberband);\n\n this.rubberband = rubberband;\n this.rubberband_canvas = rubberband[0];\n this.rubberband_context = rubberband[0].getContext(\"2d\");\n this.rubberband_context.strokeStyle = \"#000000\";\n\n this._resize_canvas = function(width, height) {\n // Keep the size of the canvas, canvas container, and rubber band\n // canvas in synch.\n canvas_div.css('width', width)\n canvas_div.css('height', height)\n\n canvas.attr('width', width);\n canvas.attr('height', height);\n\n rubberband.attr('width', width);\n rubberband.attr('height', height);\n }\n\n // Set the figure to an initial 600x600px, this will subsequently be updated\n // upon first draw.\n this._resize_canvas(600, 600);\n\n // Disable right mouse context menu.\n $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n return false;\n });\n\n function set_focus () {\n canvas.focus();\n canvas_div.focus();\n }\n\n window.setTimeout(set_focus, 100);\n}\n\nmpl.figure.prototype._init_toolbar = function() {\n var fig = this;\n\n var nav_element = $('
')\n nav_element.attr('style', 'width: 100%');\n this.root.append(nav_element);\n\n // Define a callback function for later on.\n function toolbar_event(event) {\n return fig.toolbar_button_onclick(event['data']);\n }\n function toolbar_mouse_event(event) {\n return fig.toolbar_button_onmouseover(event['data']);\n }\n\n for(var toolbar_ind in mpl.toolbar_items) {\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) {\n // put a spacer in here.\n continue;\n }\n var button = $(' ');\n button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n 'ui-button-icon-only');\n button.attr('role', 'button');\n button.attr('aria-disabled', 'false');\n button.click(method_name, toolbar_event);\n button.mouseover(tooltip, toolbar_mouse_event);\n\n var icon_img = $(' ');\n icon_img.addClass('ui-button-icon-primary ui-icon');\n icon_img.addClass(image);\n icon_img.addClass('ui-corner-all');\n\n var tooltip_span = $(' ');\n tooltip_span.addClass('ui-button-text');\n tooltip_span.html(tooltip);\n\n button.append(icon_img);\n button.append(tooltip_span);\n\n nav_element.append(button);\n }\n\n var fmt_picker_span = $(' ');\n\n var fmt_picker = $(' ');\n fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n fmt_picker_span.append(fmt_picker);\n nav_element.append(fmt_picker_span);\n this.format_dropdown = fmt_picker[0];\n\n for (var ind in mpl.extensions) {\n var fmt = mpl.extensions[ind];\n var option = $(\n ' ', {selected: fmt === mpl.default_extension}).html(fmt);\n fmt_picker.append(option)\n }\n\n // Add hover states to the ui-buttons\n $( \".ui-button\" ).hover(\n function() { $(this).addClass(\"ui-state-hover\");},\n function() { $(this).removeClass(\"ui-state-hover\");}\n );\n\n var status_bar = $('');\n nav_element.append(status_bar);\n this.message = status_bar[0];\n}\n\nmpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n // which will in turn request a refresh of the image.\n this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n}\n\nmpl.figure.prototype.send_message = function(type, properties) {\n properties['type'] = type;\n properties['figure_id'] = this.id;\n this.ws.send(JSON.stringify(properties));\n}\n\nmpl.figure.prototype.send_draw_message = function() {\n if (!this.waiting) {\n this.waiting = true;\n this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n }\n}\n\n\nmpl.figure.prototype.handle_save = function(fig, msg) {\n var format_dropdown = fig.format_dropdown;\n var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n fig.ondownload(fig, format);\n}\n\n\nmpl.figure.prototype.handle_resize = function(fig, msg) {\n var size = msg['size'];\n if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n fig._resize_canvas(size[0], size[1]);\n fig.send_message(\"refresh\", {});\n };\n}\n\nmpl.figure.prototype.handle_rubberband = function(fig, msg) {\n var x0 = msg['x0'];\n var y0 = fig.canvas.height - msg['y0'];\n var x1 = msg['x1'];\n var y1 = fig.canvas.height - msg['y1'];\n x0 = Math.floor(x0) + 0.5;\n y0 = Math.floor(y0) + 0.5;\n x1 = Math.floor(x1) + 0.5;\n y1 = Math.floor(y1) + 0.5;\n var min_x = Math.min(x0, x1);\n var min_y = Math.min(y0, y1);\n var width = Math.abs(x1 - x0);\n var height = Math.abs(y1 - y0);\n\n fig.rubberband_context.clearRect(\n 0, 0, fig.canvas.width, fig.canvas.height);\n\n fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n}\n\nmpl.figure.prototype.handle_figure_label = function(fig, msg) {\n // Updates the figure title.\n fig.header.textContent = msg['label'];\n}\n\nmpl.figure.prototype.handle_cursor = function(fig, msg) {\n var cursor = msg['cursor'];\n switch(cursor)\n {\n case 0:\n cursor = 'pointer';\n break;\n case 1:\n cursor = 'default';\n break;\n case 2:\n cursor = 'crosshair';\n break;\n case 3:\n cursor = 'move';\n break;\n }\n fig.rubberband_canvas.style.cursor = cursor;\n}\n\nmpl.figure.prototype.handle_message = function(fig, msg) {\n fig.message.textContent = msg['message'];\n}\n\nmpl.figure.prototype.handle_draw = function(fig, msg) {\n // Request the server to send over a new figure.\n fig.send_draw_message();\n}\n\nmpl.figure.prototype.handle_image_mode = function(fig, msg) {\n fig.image_mode = msg['mode'];\n}\n\nmpl.figure.prototype.updated_canvas_event = function() {\n // Called whenever the canvas gets updated.\n this.send_message(\"ack\", {});\n}\n\n// A function to construct a web socket function for onmessage handling.\n// Called in the figure constructor.\nmpl.figure.prototype._make_on_message_function = function(fig) {\n return function socket_on_message(evt) {\n if (evt.data instanceof Blob) {\n /* FIXME: We get \"Resource interpreted as Image but\n * transferred with MIME type text/plain:\" errors on\n * Chrome. But how to set the MIME type? It doesn't seem\n * to be part of the websocket stream */\n evt.data.type = \"image/png\";\n\n /* Free the memory for the previous frames */\n if (fig.imageObj.src) {\n (window.URL || window.webkitURL).revokeObjectURL(\n fig.imageObj.src);\n }\n\n fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n evt.data);\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n }\n else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n fig.imageObj.src = evt.data;\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n }\n\n var msg = JSON.parse(evt.data);\n var msg_type = msg['type'];\n\n // Call the \"handle_{type}\" callback, which takes\n // the figure and JSON message as its only arguments.\n try {\n var callback = fig[\"handle_\" + msg_type];\n } catch (e) {\n console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n return;\n }\n\n if (callback) {\n try {\n // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n callback(fig, msg);\n } catch (e) {\n console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n }\n }\n };\n}\n\n// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\nmpl.findpos = function(e) {\n //this section is from http://www.quirksmode.org/js/events_properties.html\n var targ;\n if (!e)\n e = window.event;\n if (e.target)\n targ = e.target;\n else if (e.srcElement)\n targ = e.srcElement;\n if (targ.nodeType == 3) // defeat Safari bug\n targ = targ.parentNode;\n\n // jQuery normalizes the pageX and pageY\n // pageX,Y are the mouse positions relative to the document\n // offset() returns the position of the element relative to the document\n var x = e.pageX - $(targ).offset().left;\n var y = e.pageY - $(targ).offset().top;\n\n return {\"x\": x, \"y\": y};\n};\n\n/*\n * return a copy of an object with only non-object keys\n * we need this to avoid circular references\n * http://stackoverflow.com/a/24161582/3208463\n */\nfunction simpleKeys (original) {\n return Object.keys(original).reduce(function (obj, key) {\n if (typeof original[key] !== 'object')\n obj[key] = original[key]\n return obj;\n }, {});\n}\n\nmpl.figure.prototype.mouse_event = function(event, name) {\n var canvas_pos = mpl.findpos(event)\n\n if (name === 'button_press')\n {\n this.canvas.focus();\n this.canvas_div.focus();\n }\n\n var x = canvas_pos.x;\n var y = canvas_pos.y;\n\n this.send_message(name, {x: x, y: y, button: event.button,\n step: event.step,\n guiEvent: simpleKeys(event)});\n\n /* This prevents the web browser from automatically changing to\n * the text insertion cursor when the button is pressed. We want\n * to control all of the cursor setting manually through the\n * 'cursor' event from matplotlib */\n event.preventDefault();\n return false;\n}\n\nmpl.figure.prototype._key_event_extra = function(event, name) {\n // Handle any extra behaviour associated with a key event\n}\n\nmpl.figure.prototype.key_event = function(event, name) {\n\n // Prevent repeat events\n if (name == 'key_press')\n {\n if (event.which === this._key)\n return;\n else\n this._key = event.which;\n }\n if (name == 'key_release')\n this._key = null;\n\n var value = '';\n if (event.ctrlKey && event.which != 17)\n value += \"ctrl+\";\n if (event.altKey && event.which != 18)\n value += \"alt+\";\n if (event.shiftKey && event.which != 16)\n value += \"shift+\";\n\n value += 'k';\n value += event.which.toString();\n\n this._key_event_extra(event, name);\n\n this.send_message(name, {key: value,\n guiEvent: simpleKeys(event)});\n return false;\n}\n\nmpl.figure.prototype.toolbar_button_onclick = function(name) {\n if (name == 'download') {\n this.handle_save(this, null);\n } else {\n this.send_message(\"toolbar_button\", {name: name});\n }\n};\n\nmpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n this.message.textContent = tooltip;\n};\nmpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n\nmpl.extensions = [\"eps\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\n\nmpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n // Create a \"websocket\"-like object which calls the given IPython comm\n // object with the appropriate methods. Currently this is a non binary\n // socket, so there is still some room for performance tuning.\n var ws = {};\n\n ws.close = function() {\n comm.close()\n };\n ws.send = function(m) {\n //console.log('sending', m);\n comm.send(m);\n };\n // Register the callback with on_msg.\n comm.on_msg(function(msg) {\n //console.log('receiving', msg['content']['data'], msg);\n // Pass the mpl event to the overriden (by mpl) onmessage function.\n ws.onmessage(msg['content']['data'])\n });\n return ws;\n}\n\nmpl.mpl_figure_comm = function(comm, msg) {\n // This is the function which gets called when the mpl process\n // starts-up an IPython Comm through the \"matplotlib\" channel.\n\n var id = msg.content.data.id;\n // Get hold of the div created by the display call when the Comm\n // socket was opened in Python.\n var element = $(\"#\" + id);\n var ws_proxy = comm_websocket_adapter(comm)\n\n function ondownload(figure, format) {\n window.open(figure.imageObj.src);\n }\n\n var fig = new mpl.figure(id, ws_proxy,\n ondownload,\n element.get(0));\n\n // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n // web socket which is closed, not our websocket->open comm proxy.\n ws_proxy.onopen();\n\n fig.parent_element = element.get(0);\n fig.cell_info = mpl.find_output_cell(\"
\");\n if (!fig.cell_info) {\n console.error(\"Failed to find cell for figure\", id, fig);\n return;\n }\n\n var output_index = fig.cell_info[2]\n var cell = fig.cell_info[0];\n\n};\n\nmpl.figure.prototype.handle_close = function(fig, msg) {\n fig.root.unbind('remove')\n\n // Update the output cell to use the data from the current canvas.\n fig.push_to_output();\n var dataURL = fig.canvas.toDataURL();\n // Re-enable the keyboard manager in IPython - without this line, in FF,\n // the notebook keyboard shortcuts fail.\n IPython.keyboard_manager.enable()\n $(fig.parent_element).html(' ');\n fig.close_ws(fig, msg);\n}\n\nmpl.figure.prototype.close_ws = function(fig, msg){\n fig.send_message('closing', msg);\n // fig.ws.close()\n}\n\nmpl.figure.prototype.push_to_output = function(remove_interactive) {\n // Turn the data on the canvas into data in the output cell.\n var dataURL = this.canvas.toDataURL();\n this.cell_info[1]['text/html'] = ' ';\n}\n\nmpl.figure.prototype.updated_canvas_event = function() {\n // Tell IPython that the notebook contents must change.\n IPython.notebook.set_dirty(true);\n this.send_message(\"ack\", {});\n var fig = this;\n // Wait a second, then push the new image to the DOM so\n // that it is saved nicely (might be nice to debounce this).\n setTimeout(function () { fig.push_to_output() }, 1000);\n}\n\nmpl.figure.prototype._init_toolbar = function() {\n var fig = this;\n\n var nav_element = $('
')\n nav_element.attr('style', 'width: 100%');\n this.root.append(nav_element);\n\n // Define a callback function for later on.\n function toolbar_event(event) {\n return fig.toolbar_button_onclick(event['data']);\n }\n function toolbar_mouse_event(event) {\n return fig.toolbar_button_onmouseover(event['data']);\n }\n\n for(var toolbar_ind in mpl.toolbar_items){\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) { continue; };\n\n var button = $(' ');\n button.click(method_name, toolbar_event);\n button.mouseover(tooltip, toolbar_mouse_event);\n nav_element.append(button);\n }\n\n // Add the status bar.\n var status_bar = $(' ');\n nav_element.append(status_bar);\n this.message = status_bar[0];\n\n // Add the close button to the window.\n var buttongrp = $('
');\n var button = $(' ');\n button.click(function (evt) { fig.handle_close(fig, {}); } );\n button.mouseover('Stop Interaction', toolbar_mouse_event);\n buttongrp.append(button);\n var titlebar = this.root.find($('.ui-dialog-titlebar'));\n titlebar.prepend(buttongrp);\n}\n\nmpl.figure.prototype._root_extra_style = function(el){\n var fig = this\n el.on(\"remove\", function(){\n\tfig.close_ws(fig, {});\n });\n}\n\nmpl.figure.prototype._canvas_extra_style = function(el){\n // this is important to make the div 'focusable\n el.attr('tabindex', 0)\n // reach out to IPython and tell the keyboard manager to turn it's self\n // off when our div gets focus\n\n // location in version 3\n if (IPython.notebook.keyboard_manager) {\n IPython.notebook.keyboard_manager.register_events(el);\n }\n else {\n // location in version 2\n IPython.keyboard_manager.register_events(el);\n }\n\n}\n\nmpl.figure.prototype._key_event_extra = function(event, name) {\n var manager = IPython.notebook.keyboard_manager;\n if (!manager)\n manager = IPython.keyboard_manager;\n\n // Check for shift+enter\n if (event.shiftKey && event.which == 13) {\n this.canvas_div.blur();\n event.shiftKey = false;\n // Send a \"J\" for go to next cell\n event.which = 74;\n event.keyCode = 74;\n manager.command_mode();\n manager.handle_keydown(event);\n }\n}\n\nmpl.figure.prototype.handle_save = function(fig, msg) {\n fig.ondownload(fig, null);\n}\n\n\nmpl.find_output_cell = function(html_output) {\n // Return the cell and output element which can be found *uniquely* in the notebook.\n // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n // IPython event is triggered only after the cells have been serialised, which for\n // our purposes (turning an active figure into a static one), is too late.\n var cells = IPython.notebook.get_cells();\n var ncells = cells.length;\n for (var i=0; i= 3 moved mimebundle to data attribute of output\n data = data.data;\n }\n if (data['text/html'] == html_output) {\n return [cell, data, j];\n }\n }\n }\n }\n}\n\n// Register the function which deals with the matplotlib target/channel.\n// The kernel may be null if the page has been refreshed.\nif (IPython.notebook.kernel != null) {\n IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n}\n",
+ "image/png": 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"metadata": {},
@@ -289,34 +254,25 @@
"ax3.set_xlabel('time (ms)')\n",
"ax3.set_ylabel('voltage (mV)');"
]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {
- "collapsed": true
- },
- "outputs": [],
- "source": []
}
],
"metadata": {
"kernelspec": {
- "display_name": "Python 2",
+ "display_name": ".venv",
"language": "python",
- "name": "python2"
+ "name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
- "version": 2
+ "version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
- "pygments_lexer": "ipython2",
- "version": "2.7.11"
+ "pygments_lexer": "ipython3",
+ "version": "3.11.4"
}
},
"nbformat": 4,
diff --git a/examples/deap/GranuleCell1/GranuleCell1.py b/examples/deap/GranuleCell1/GranuleCell1.py
index ea9bfc43..b67e9c6c 100644
--- a/examples/deap/GranuleCell1/GranuleCell1.py
+++ b/examples/deap/GranuleCell1/GranuleCell1.py
@@ -63,7 +63,7 @@ def __init__(self, conductances):
def steps(step_number, parameters):
- # instantiate the class
+ # instantiate the class
cell = GrCmono(parameters)
# no table are in use from the mod files
@@ -130,8 +130,7 @@ def steps(step_number, parameters):
stim3[0].dur = stimdata['stim2dur']
stim3[0].amp = stimdata['stim2amp']
- # Code to record everything.
-
+ # Code to record everything.
time = h.Vector()
time.record(h._ref_t)
diff --git a/examples/deap/GranuleCell1/GranuleCellDeap1-scoop.py b/examples/deap/GranuleCell1/GranuleCellDeap1-scoop.py
index 3ff7b05d..1d717a33 100644
--- a/examples/deap/GranuleCell1/GranuleCellDeap1-scoop.py
+++ b/examples/deap/GranuleCell1/GranuleCellDeap1-scoop.py
@@ -13,6 +13,7 @@
import efel
import numpy as np
import GranuleCell1 as grcsteps
+import bluepyopt.deapext
from scoop import futures
@@ -36,7 +37,6 @@
from deap import base
from deap import creator
from deap import tools
-from deap import algorithms
FEATURES = ['voltage_base',
'Spikecount',
@@ -175,17 +175,15 @@ def uniform(lower_list, upper_list, dimensions):
toolbox.register("mate", deap.tools.cxSimulatedBinaryBounded, eta=ETA, low=LOWER, up=UPPER)
toolbox.register("mutate", deap.tools.mutPolynomialBounded, eta=ETA, low=LOWER, up=UPPER, indpb=0.1)
toolbox.register("variate", deap.algorithms.varAnd)
-toolbox.register("select", plot_selector, selector=tools.selIBEA)
+toolbox.register("select", plot_selector, selector=bluepyopt.deapext.tools.selIBEA)
toolbox.register("map", futures.map)
-# toolbox.register("select", tools.selIBEA)
-# toolbox.register("select", tools.selIBEA)
def main():
pop = toolbox.population(n=MU)
- pop, logbook = algorithms.eaAlphaMuPlusLambda(pop, toolbox, MU,
- None, CXPB, 1 - CXPB,
- NGEN, verbose=False)
+ pop, logbook = bluepyopt.deapext.algorithms.eaAlphaMuPlusLambdaCheckpoint(pop, toolbox, MU,
+ CXPB, 1 - CXPB,
+ NGEN)
return pop, logbook
if __name__ == '__main__':
- print main()
+ main()
diff --git a/examples/deap/GranuleCell1/GranuleCellDeap1.ipynb b/examples/deap/GranuleCell1/GranuleCellDeap1.ipynb
index dcb01004..e373adcc 100644
--- a/examples/deap/GranuleCell1/GranuleCellDeap1.ipynb
+++ b/examples/deap/GranuleCell1/GranuleCellDeap1.ipynb
@@ -2,23 +2,20 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "!nrnivmodl ./mechanisms"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
"metadata": {
"collapsed": false
},
- "outputs": [
- {
- "ename": "ImportError",
- "evalue": "No module named efel",
- "output_type": "error",
- "traceback": [
- "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
- "\u001b[0;31mImportError\u001b[0m Traceback (most recent call last)",
- "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 9\u001b[0m \u001b[0mneuron\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mh\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload_file\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'stdrun.hoc'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 11\u001b[0;31m \u001b[0;32mimport\u001b[0m \u001b[0mefel\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 12\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mnumpy\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 13\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
- "\u001b[0;31mImportError\u001b[0m: No module named efel"
- ]
- }
- ],
+ "outputs": [],
"source": [
"\"\"\"Neuron / DEAP optimisation example using a cerebellar Granule cell model (D'Angelo et al. 2001)\"\"\"\n",
"\n",
@@ -53,12 +50,13 @@
"from deap import base\n",
"from deap import creator\n",
"from deap import tools\n",
- "from deap import algorithms"
+ "from bluepyopt.deapext.tools import selIBEA\n",
+ "import bluepyopt.deapext.algorithms"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 2,
"metadata": {
"collapsed": true
},
@@ -97,7 +95,7 @@
" trace['V'] = voltage\n",
" trace['stim_start'] = [100]\n",
" trace['stim_end'] = [500]\n",
- " traces = [trace] # a think is a list from a dictionary\n",
+ " traces = [trace]\n",
"\n",
" result = efel.getFeatureValues(\n",
" traces, [\n",
@@ -115,14 +113,12 @@
" \n",
" return feature_values, times, voltages\n",
"\n",
- "orig_features, orig_times, orig_voltages = get_features(orig_conductances)\n",
- "\n",
- "# it doesn't work with classes, at least at thi point"
+ "orig_features, orig_times, orig_voltages = get_features(orig_conductances)"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 5,
"metadata": {
"collapsed": true
},
@@ -153,7 +149,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 6,
"metadata": {
"collapsed": true
},
@@ -208,7 +204,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 7,
"metadata": {
"collapsed": true
},
@@ -235,11 +231,32 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 8,
"metadata": {
"collapsed": false
},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
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GxzxxGwqFqm4bevsMqsZCZL+x1P+K4zjuvhGJRPqNQ3HMOcqbOB5J1Zw4rObYgJFkHkioxus0ABSLqzsAAABQQeaJznI/XZ+rgN6fpEFpUqmUuw39Be/VwMTmT7pVY1LAcZys5mVGu0Qi4dagCofDkujnYzC8Nb2qQTWfM01s3m1Vjcc6MJwcx3GTMuZc7B0HAKMFSRkAAACggkzhQbkLIb3zNR2pV3MBY7XLZDKKx+OSehMy1fh0+mh6OjhfAmk0isfj7ravra0d9eszkrz78EgzTRVK1Zf4sG07K6nJPgf0isfjchxHwWDQPY9wfAAYjarvTgMAAAAYQyrxRKe3KSUzX7OcQCBQlQmFapZOpxWLxST1FoBGo9ERjqi/TCbjFtJWYy0ev3z7/WjiOI56enqyEjLVUsNjNPImQaohKeM9h1qWVVUFu95mFDmfA72SyaSb8K/G6zQAlGJQV/eHHnpIn/rUp7Ro0SKtX79ekvTrX/9aDz/8cFmDAwAAAEazZDLpNl1WzqedE4mEHMdRIBBQOBxWJpPJ298FCksmk4rFYu6TtzU1NTmnG8mn5x3HcWvxmALkapZOp90Ekr+pr2qohVCMVCql7u5uZTIZWZal2traqkgkjGb+JMhISqfTVdtUYSaTcROB1RYbMFISiYQSiYSk3oQMCXIAo13JSZk///nPWrx4sWpra/XMM8+4J8X29nZdc801ZQ8QAAAAGI1s23YLIcv5RGcqlXIL7GpqauQ4TlYtD3/B8WgpBB9umUxG3d3d7v1MOBxWXV1dv8LikS48lnqbazH9mVT708GO47jbNBKJVMX2K0Umk1FPT4/bRE4gEFBdXV3BhAzH2MAKJUGGe/t5k5zV1lShN7ZQKETBM3Z65jeO9/cUyUoAY0HJvz6+/vWv6/rrr9cvfvGLrKrohx9+uJ5++umyBgcAAACMRqYQwdS+KFcTTul02i2wi0ajsixLPT09buGxt5bHaCsMHy6m0LOnp8dNdNTU1OStITPS4vG4W5idrz+TakoKeBNIo6ngzLZtxWIx9fT0uLV8otGo6uvr8xbac4wVJ19/TSOx/UyTdOacWU1JThObbdv9zufAzsjUWDTXwJqamlF1XQGAQkquf71q1SodeeSR/YY3Nzerra2tHDEBAAAAo5a3YM00e1QOqVQq6wnqQCCQVbhYW1vr9teA/kw/POZpW6m3doxJblUbkzzyJmT8T81bllVVCZlYLDZgAqnapNNppVIpN26pd7+othoUo5VJdpkE9UgmQUws5T43l4NJuJvmLkdDAhaolEwmo0Qi4SbITdOiA52TOT4AjCYlJ2WmTZum1157TbvttlvW8Icfflhz5swpV1wAAADAqOMv9MvVHFap/IXzphkl02RZMBhUbW2tW0OBQolsphk50+SbJLdwuJimgUaiLxRTs8Ak2Wpqaqq6PxPbthWPx90CtEIJpGrYPx3HcZsB9CYyScaUVyaTyUrI5EuCDMc+4U961NXV9fueR+JYN839mfOTSbDniw0Yy0z/eN4keTHNlVXbAwoAUIySf9mfffbZuuCCC3TjjTfKsixt2LBBy5cv1yWXXKIrrriiEjECAAAAVS+VSimRSBQs9PMy0xWSTqeVSCTcZEsgEFAmk3ELHyKRSFU1v1NNctWAKCUZMxL8BbTmifl88VZDosNf2F3NCaRcBX6WZSkcDiscDpOMKaNEIuHWSjMJmZHor8mf1M4Xy0jwXjMkzufYeaXTaSWTSTexL1V3TVYAKIeSfy1fdtllsm1bRx99tHp6enTkkUcqGo3qkksu0fnnn1+JGAEAAICq5a8lMFChXzFPdNq2rUQioXQ6LcdxlMlkFAgE3M/lepqagove7WZqQHi3cSgUUiQSGVIyppKJD1NzI5lMusup9gIp7z4qFd+8zHAz+0Q6nc6qFWP6egqFQmWpzYZe/lpe4XB4xPpGMc0Vmu+n2A7CK32smwJos41M/zHVmiwGKiHf9boaaiyaa8ZQfzcAQCElJ2Usy9L//u//6otf/KJee+01dXV1ad68eWpoaKhEfAAAAEBVMgXpiUTCHVZsoV8+3qa2MpmMUqmU22G6ZVkKBAKKRCIKh8MDzmskmuIZCaaQ02wzo1w1ICqZFMmVjKn22jy5moMr5gn/4dwfbdt29wlvIsayLDdBV44Cv2pNmI0E/35RSq2pcu8T5pgy332xCcNKfp+5CqDNuZ2Oy7GzMA+Z+GvFmOu1+a0zUrGZc5g5Rm3bLksztACQy6DrlUciEc2bN6+csQAAAABVL19BerG1BHI1OWUKKUyhXSqVUiAQUDQaVSAQcJ/qLyYZszMwBTv+5smk3loxpgZEtfLG7q39VGzCzRjOREeupr9CoZC7j460TCajdDrdr0aM1Bun+aNwrbz8Te5JxdfyKud3kaufIMuyFI1GR+y8aWJKp9NZBdCDOdaB0Wo4rtdDuRbma9bScRw32UyzggAqoeQzX3d3t6699lrde++92rx5c78fvG+88UbZggMAAACqRa6nKE3iZLAFCqamjWkGKpPJKBQKuU+YmwKLaq01MZxM7QdT+O4VCATcgp1KJQiGmvjI14zWUPehSspV0C2Vpzm4csTmTcT4vx8SMZVVLX02FaqBEg6HB/XdD+VYN+cpfyJGGloB9M5S8xFjg6nBav68AoGAeyyMVEI/VzOCUu85LBKJKBQKKZ1OKxaLKZlM0ucYgIoo+dfAWWedpQceeECnnHKKpk+fzg9cAAAAjGnmCU/vk+BDedLZtm319PQoFovJtu1+fS+YGjGlFiaPxUK7QrUfhqtgZyj3O4WaVqvWhFu+wrRyNf012P3TJGG8f16WZSkYDJKIqaB8SbqhJmNK3SfyHVfmvDzY73+w+0yh85TZJwebIAJGi0IJyUpfr4v5/VPqtc1cS9LptBKJhGpra8seN4CdW8lJmTvvvFN33HGHDj/88ErEAwAAAIy4QoWPptCvFOl0WvF4XPF4XB0dHUqn06qpqXH74vAmY3bmgjvbtt0C91y1H7yF7tX61GqhgqlyN0NXrkRcMTEPNdFR6mcHSsJIOwr6QqHQiNfaGcvyNe8z1CRdKftEoSfvh7vJQv9+mauWljlXlfs8Ndb3NYweA9VWrKYaMflq7Az0uysajWZ9vhprtAIYvUo+o4wfP14TJkyoRCwAAADAiClnrQZTiGmaJvPOz3EchcNhNTU1qb6+vuxP9Y+mQruBkjBm25tCzpFIWA2U+DDtzheq0VPpptVK5S1My2QyVRGzd1/IFZOJKxgMun8jvT3HcgLV7B/eZsGk8iXpilFMk4WVSGR719cc397jxW84zlNjeV/D6DBQMlKqbEKyGP5zxlCvbab2XTKZVDweV319PccigLIpOSnzta99TVdeeaVuueUW1dXVVSImAAAAYFiUo4aAtzDZJGJyJRhMjZiGhgZZluXWjikXf4zV1pyZt3CzUKGOKXAf6doPhXgLaHMV0g53jZ6BvmPTTF6+gipp+GL27gfe/3OtQ7UlYcayQk+9D2dzeyPdZKFZfjAYzJscNE3ljWThM1BJxdRUlJR1fh6JWiQmTpM0SSaTikQi/WIcyrUtEom456NkMqloNFqu8AHs5Eo+a37729/W66+/rqlTp2q33XbrdyP59NNPly04AAAAoNwKPUVZ6ObdX5jsrVXjL7SwLEvhcNhtniwajbpJklgs1u+p73KqliRMMTUfJPUr3Ky2p1BNR+ImiVToSXmzHsO1DrmWU2zyyxRwm+1fiZhNMsi2bSUSibyFZoa3gG+kakaVotoSn6Xy1lLL1UePORdWqrDVsiw3hu7ubjmOM2xNFnoTleZ1KpVST0+Pe2wY1ZAcHO37GqpbMddrbzLSHAfDfY7OF2cymVQmk3GvG0OpueY9L5gEcDQaVSwWUzKZrOoHRgCMLiX/ujrxxBMrEAYAAABQGYUKHqXchX7eJjD8T/X7kzCWZWU1pRONRhWJRIb9pn2kCrBNosJfyJmLv1Cn2go2/OuQyWSUSqUUj8ez4vUmYUayBofZT03htok/FxNnJZpY8iZfvH/eAmRv/0zmmDExjfZaMKOloHyg5ocq3UdPrqfve3p6JMlthqzcTYF598eBjhFpxzkqGo26+2a1JweBYvnP0YWu1yOdjMz12ytfnOY3V21trWprawe1HPObz3tezGQyqqurc2vomd8DdXV1nBcADFnJSZmrrrqqEnEAAAAAQ1ZMkxveAnXLstyaBYlEIqswOVcTS4FAwC2oiEQiWU36FFtoMVxPPHsLDBzHGXIBgn+b5Cp49y/fX6hTLYUY/kTSQOtimrKrra1194HhlC/pYWqeZDKZrCZVyv1Es/nuvcfGQNvMMNsrGo0qFAqptrZWNTU1g46lmlTL/pxLsedCb1OB5dyv/TW28iVDTAw1NTWDqg1jatf498liki9m3zTnKUnueSpfba6RQk0ZlGI0Xa9zxVnowY5ccSYSCSWTyQFjLqUZVe8DPaFQSNFo1K1hnUgkxsx1DMDIGf5GHwEAAIAyyJc48TKFEKbgzdywp1IppVKpvPPxfsYUyPsLAoazmapiFCq0KzYpM9jCd++28hZ0jqRCBbWF1iVX7Y1cTRqVO9bBFCxLOzoujkajg0rAeJft/d//uhB/AXeufSAQCBRVaDaaVEtBuTcB4z2H+VWqplqumijFPn1vEuOFEjL+fbOUpGCufTNfgfNAxxpQTXIdD8VeM/zX6kpfrwcTayk1KvM15en/fVioJqm/LzuT6EkkEu7vvZqaGsViMaVSqWHpYwvA2FbyXUUmk9F3v/td/fGPf9TatWuVTCazxre2tpYtuFLttttuWrNmTdawpUuX6rLLLnPfr1y5Uuedd56eeOIJTZ48Weeff76+9KUvDXeoAAAAKEGum2tT8Oi/2TdN4HgL/6TctQ1MssIUSpjCbTMPb02Dcj85OhwFuabA0ytfkqKUWg/+v5EqaM+3HqWsy0CJJFOIM5TvK1/io9hYTbz+WKPRqBKJhNt/Ua7lehMr+ZIvxfAXbnvfl5oEGmuGa538hZrmXJhv+eVufijXOTRfk0Jm+d4Ycu0rZj6pVCqr5mKx5yRpx76ZKwFTyr5ZLUm2gZSj5iOqX6FrRjEJRH8ispLJl1xxFvtgQa5aa6Ucu2Y5polM83ux0HnRf27MJRKJuPM0faF5mzGLxWKqr6/nWAQwaCUnZa6++mrdcMMNuvjii/XlL39Z//u//6s333xTf/3rX3XllVdWIsaSfPWrX9XZZ5/tvm9sbHRfd3R06L3vfa+OOeYYXX/99Xruued05plnaty4cfrMZz4zEuECAADAw/vEt2nf29vEhL+A2X9zHYlEsgoCUqmUe2PuTdaYmi+Gv0Cgkk13VHK+ZvuY9U4mk0qn0+74Ugo4C9V6MMz8CjWJMlj5CngGU1hbzLoUmoeJZ6A488Va7HKKKVj2zjedTrvNl3mPi1KSLWbZ/uX7/x+qsVhwVal1yvdEeaF9KdcT5YOJL19trYH2Y3/C0HvcmH011zm8p6fHnXe+wtFC+2c5k8LlbvKxnKopFgxdoetFKdeNfInyciZfynEtzhXrYJMvuf5MXy/+GndDOS9alqVoNOo2E2r6vYpGo25CPB6Pl9yHDQAYJSdlfvvb3+oXv/iFjj/+eH3lK1/RySefrD322EPz58/Xo48+qi984QuViLNojY2NmjZtWs5xv/3tb5VMJnXjjTcqEolo33331YoVK/Sd73yHpAwAAECFeW+ovbVdvMmXgZ76NjfW0o6COlN4ZpIR5qbb3EB7eWvQ+Av1vMv1F4h4x+VrHizfOvslk0nF4/F+T3IWmm+u2g7+QhHz5GYgEFBdXZ0kuQWeyWSy33bzFtz4CzcLdao7FP6kQb5aHMUmXEzshRIZ3idnBxOnbdvq7Ox0t3ExMeYq9DGFUGac+R4kZdXm8idVciVZvM3wxeNxBYPBvIXI/v3c/O+NJ9/nymm01EIoxVDWKV/yo5h9K1fTQ8U2TziYGlvemMz+4v9zHMdNvJTCX1MxV/KFhEQvs52rLWGEHYq5thWbcJFyJ+v91++hxJkrVv/wYhVKmhYba65kcDGxmN91oVBINTU1Wb8Vh8LUislkMm4/MqYZs56eHqXTabcpMwAoVclJmU2bNmn//feXJDU0NKi9vV2S9IEPfEBXXHFFeaMbhGuvvVZf+9rXNGvWLH3iE5/QkiVL3Lafly9friOPPDKrav/ixYt13XXXafv27Ro/fny/+SUSCSUSCfd9R0dH5VcCAABgFMh1E2/+/B1MexMx3gKJXDUtvAVO/icbzTzMTX6+pIa3MM9bcOmNbaSkUim3doNUXOFIscy03kJO27YVjUbd2kHlboKt1L9SDFR7Y6B1KbQ9S0kGxWIxScpKqng/7y849hZWm/cmqVOOpIRZf5PUNOvq3e/9MZnjbqj7fr5tPtBw75PMhQqVq234QOPNdjXnJSn3vlXqk+X5anjli6OYZZpYBzo+/YnDXMsuJnnk/fOfk72JwUwmo5qamqoo2BwNiY+xlNisdoWOlVzXl1KUs4ZiMdfeUpus9MdayrXYv4x8sZTSzJmU/7xorn/eZEwpyS9vjN5zdCQSUTQaVU9PT1Y/MsFg0G0+NJFIlKV5SAA7n5KTMrvuuqs2btyoWbNmaY899tA999yjgw46SE888YSi0WglYizaF77wBR100EGaMGGC/vvf/+ryyy/Xxo0b9Z3vfEdSb0Jp9913z/rM1KlT3XG5kjJLly7V1VdfXfngAQAAhpE/GTJQ0xT+Yf4OnQs9ce0vBJeUs4aGNwFTqPDPcZysm3B/4mUoBWn+gvWBxuVat4ESAMlk0i2c9xaQm/UqFJt3/XI9hdrd3S1pRxO+4XBY6XRatbW1WZ3U5yowMYWR+RIZuQpVBuIt5PUX9HoLpPzD/bWX/Mv11yrIt82l/n3CFPOd+QtkTT+apmkU/7rkWm6+bWHkS+J4t5X/eMi1b5tkY75CrUoW4JZyrKXTacViMTcpU8llleOzhZIf3n2vs7NTtm2rvb3d3ZeLWT9/wsMk/Mx50F970PuXrz8t77Jz7d/+5eZ7+j5f/LmSKvn+/Ocybwze814ikXATi7kShsOdGEkmk7Jtu2BfE5Uy0H6TSCTc5J/3fF7JZVbKcC+3mGubmW6wSRbDf5yYYf7EpFlergc0csVSKO5C6z1QnIWOa++1uFBCf6CESynbM9c5yR+HPxbbttXd3Z31uyHfNsxXiymXhoYGNTU1uTVm4vG46uvrJfUmbExN73g87tZQBoBilXwl//CHP6x7771XCxcu1Pnnn69PfepT+uUvf6m1a9dqyZIlZQ/wsssu03XXXVdwmpdeeklz587VRRdd5A6bP3++IpGIzjnnHC1dunTQCaPLL788a74dHR2aOXPmoOYFAABQrHwFawMN8z61PdDNca6b5FxNbOS6kfUuO1fsjuP0K2T0Jl28BfGGv/DCfzPubXLM/xlvIbq/QN3Lf8Pu34bem/NCN+/e7eOfz0DDvP2AhEKhfgXx+QpHcjExpNNp2batWCyWtf6xWEypVEqpVEqhUCjvk/K5lFIglS/WXN+Vf/n5YvJ/F95p8g3zx+4tiM4Vq3k/UHNJZvv6m0TJlWjKtT3yJV2GKhAIKJlMyrKsomsZFLPscuwT/um954RCCQ8v7zFd7PE12OGFmvDxnlf9enp6lMlk3GPMG3u+wk1vAtSf7PbG4z8Gitn+/nNHrn3bsqysmj2l7K+D3XfzfS4ej7sJO2+LFsV8thJ6enrkOL3J83IlPopRzDqa5ijT6fSQYxvuZNdQDZQ4yZesKPWclU+xx4j32PY2UVoo3nIqJs5iatz5Y8yX0BjMOuRKUOVrji1X7epcf5lMJuvY9a+H+V4G+k3h3S4m4VJfX69oNOr+Dkgmk+65qra2Vt3d3W7zZiP9oDqA0aXkK/m1117rvv74xz+u2bNn67///a/22msvnXDCCWUNTpIuvvhinX766QWnmTNnTs7hCxcuVDqd1ptvvql99tlH06ZNU0tLS9Y05n2+fmii0SgnVgAAkFexhcXFDMuX+Bio8ME7r3wx5ivo9j9dLe0oVPDftJsnqM1w7020N2GSK3FiPucvwPDX/PAv0xureZrav17e18U0z2M+k+vpyGILfnMVHucr4PQP865nvqfbvTHm2hb5hnV1dcmyLCUSCff/VCqlaDTar8DTm6Ayy/R+F2a4vyDZW1Dufao+X9LO+9lcMecrEMm1fXNtU39hc67vxD+vgebpH2/2rbq6uqxEWrkNpoCulIKxchQADnYeuc5BxS5rMMsstum6QueAQsec97U5DnKd5wfqKybfvP37sr9GmT9pXWyBca791iy3mGTZQNeaUpkm+CzLchOe5dhPS+EviDU1ZYY7Dn8s/u/D1BBIpVLDFsNQlPIbKNc0Qzn+c/EeB97/8732Xusk9fv95L2uDTaWQjEO9FsiX+I0n3y/NXP9Dabpr1zX5Fw18nJ9z94kljc+f+Lav0zzv23bblIm17ndnxT3bzPv7zLz2c7OTqXTaTU3N6upqUk1NTWKxWJKJBJZtWbNcJPIHe4adgBGr5KSMqlUSuecc46uuOIKtxmwQw89VIceemhFgpOkyZMna/LkyYP67IoVKxQIBDRlyhRJ0qJFi/S///u/WR1xLVu2TPvss0/OpssAAMDYMlDhQL5CtULDvPMuVOA30LB8chUU5LuJlvr3b1Bsob53vt7kS65EjDeWTCbjNrVjWZb7vz/R4l0P7811oXUp9D35Y/cXSBR6n2/cQIUe3nG55uUtpMlVcGP+/E0S5VoX8xlvwaDZZv6CoFzby3z/3sIOf3Mf3nXyFzCZBJh/38xVSJhPvu3nH++fVspO+PmbgMn12ULD/OMGK51OKxKJVEW/F16maTXTSbpfJQqWBzPPUCjknh+KfeitmHNpvoK7QoW//ua+vMdMrvUrtA8Hg0H3yexc03gTDel0Oisuf4LFbCfTYbV5bf7KsR8Pdn8Yyn5U6LORSESJRELhcFg1NTVlWd5Q40qn0xXp42ao62TbtluWka9W0WCWW+zvnVJ/Fw2G/1rovzaZ4f7x3uFegzleCq1PocSOd5pCiZRC05Qanzl35fstNdBvzELz96+z932+abzJFf85OVft12LW0buu/uV5t5tJVqbT6azzZb7t4N13ctUcdBxHra2tam5uVkNDg3tOTqfTWc2VhUIht3mzWCym+vr6IZ+nAewcSkrKhMNh/fnPf9YVV1xRqXgGbfny5Xrsscf07ne/W42NjVq+fLmWLFmiT33qU27C5ROf+ISuvvpqffrTn9all16q559/Xt///vf13e9+d4SjBwAAhRRKZOR7n+t1ofkPNO9CBYLF3PCaBIn3fyl37QLz2t9vS67p/IUSuZIw3hi8hYBmmL/TZTM81+fyFap7t0WuG/ZC26WY5fin9a5zvvl4edfXfNZ7422+F+9283+33gIQ/7B80+YqWDDNjPmf+sxX6OvfNmZ98hXm2LatmpqarILdUCiUVeCZq5DFP698w/x/3uSJN7ZCCZJi/q8mwWBQqVTK7fS3mpj9rK6uruo6GvYeB6ZGhOM4CofDOZtWzNd8opS7acVc/VcVOveYfcuf5BioQLTQsWCaI4xEIu534D8G0um00un0gM0GFWKaz/P2QTPUPrSGI/Ex0HJNx9mhUEi1tbXDuuxczLGeq3bhcCy/0GdMc4XhcFjRaDTn9cX/f7FJlHzXWf/rXJ8daFy+fdT/+8UMK5S8KLdCx3ap44tVzG9N//nROyzXtve+Nv/7fxfkmq7Qd5Pr910p33++/cy73Fzvvb9L/bWv8z2kIfU2JeY4TlYfevn2nUK/P8zrTCaj9evXa/v27Ro3bpyam5tVU1PjNlfmbcYsGo26v9nj8fiwnMsAjH4lN1924okn6q9//WtF+o8Zimg0qt///vf6yle+okQiod13311LlizJ6g+mublZ99xzj8477zwdfPDBmjRpkq688kp95jOfGcHIAQAYu0pNpOR7X8xy8n3eX3hnnuz33+gWmrc3kZKrsMF/w+ovUMw1zpvAyLXNCvEWzPsTDP4b13xN3Jj55Pqs+bx3efkSIN73/oSM/71/PXMtw5uwyrVN/PPKV+CU6/v1F3jkm3e+5RVbYGMUquFhto3/icp8CRn/OH9TRmZYIBCQbduqra11O6GNx+MKh8Oqq6vrtw8M1LdPvuX7t2cuhfaZ0aaUDtyHm9mfTKF9Prn2a/NUszch4n3K2Uyb63zmP/d53+drZqazs1OO42Tt9/kKjv0x+89X/uPBe74rplDVfC7XOdM7r4GWbfoysCxLDQ0NWeucTCaVTCYVCAQUiUQUCATc2i/5mmv0bkN/Ut5M46355k3SlCNRM9zMOctso2pgYimUgB1MoXSua2Sh//0F6el0WqlUyr1+Fnv9yjUuV1LUf32Scu/7hX5zmM94/x+Mga5DpfxfbFz5rv25ftflSgznS6DkOi/6f7OYz/jH5Zs+17Uo1++tXOvs/Y5zLcsbSy7e8+RAvz/90/sf4hjoOyn2+7Qsy+3fq6amRpFIJOv3ca7f2/719r9uaGhQXV2d2tra1N7errq6OjchGo/H3ebKvM2Y9fT0uMdptdWqBVB9Sk7K7LXXXvrqV7+qRx55RAcffLDq6+uzxn/hC18oW3ClOOigg/Too48OON38+fP10EMPDUNEAACMDbmSCrluDnMNL3b+5v98hYP+REq+ZZmbLv+NbzGFw/7Cilzrb5bvLQT1ztdfkOGd1n+z7L8hzdcvgClk8xa8eW+Ac90U+2Pwr+dAhUKFvt984/3z9hYueJeXr/kKf8FjvthyMd+597v1fxf5pvPOw/u/ee0vgJVy17rxTu8dlit5Iu1o9iuVSrnfcT7+gmkpu5k6L9NptmlqK5PJKBaLuU9Y55t3vgIYb6G99xjI910UqqmV7zvx/u9/7R+Wax75PjOY4f51MMtMpVKKx+MKBoMDPgHrL2Tzt5Xv/fPHUWj/y1eAH4vFlE6nFQ6HFQqF8hbymb9kMinbtt1aK2a8f3rv/95l+v8f6HzvTXDE43G38CocDvdLonj7pjKv/dsmV+Gf//jyN/WV73W5dHd3y3F6n9AOBoNKp9NKJBLudjHN2wylrwH/NdLbBJufP7Hk35aVMphlZDIZd78wzQGVaqBC7IGmMcxxkUgkFAgEVFNTU/D6V2osAy2/0HwlubWyvOehQvuzd3iuBF8pyZNC59185+Jcv2kcxymYOPQnm7y858xc1wL/d5QvseyVqxnDQue3XOe7Ys+juX4r5dtu/te5tmWu6XPJ9Vn/eTTf8vK9znf9yjXcL9/v8lzDBjp2vPtLPB6XbdsKhUIlJ3j9v2/8v31aW1vV2Nio8ePHu02VZTIZJRIJ91gMBoOKRqNKJBJKJBID/rYDAMspdNXPwfQlk3NmlqU33nhjyEFVs46ODjU3N6u9vV1NTU0jHQ4AAAMqppA937hi5utPovifvPYWHvtvkHMtJ1dBZKEbPG/hpjdpYpZZ6GbaW9PEFBSY6cw4/zQmJu///tgdx8nZNI65QfMuK1cywbttJblPxnqTVN7pTAG/d/1MZ8X+eZl18fYBY2I3nS17t6eRq6C6mP3Ef2PtX9dciQ3vfHMVQJjpczXh5b+p99/8+5NhjuPI6l1BBSxLluP0vu4dKTudlmPbcvrG933I/bPMe0mObcvOZLLHeaZ3bNsdlojHlUomFQmHFQwE3Hl45+3+5RjumO/Wtt33cnqTB+lUSsFAQKFgUI5tK9WXjIlGIlnxBnzxmT87k1EmsyNe23ZkOY5s25H61sCxbUnWjvD63vdtecmzWzhO7z+WFcgzvfqmt+Q4ffO1nR3zkiVLTt9n/Z/pnb8Z6k7jntfMeztrc2bFJ0n+sm1nx3+O7cixHff4CIVCkuMpYJMl2TtmmMn0fhe27Tk+HM+269sejrMjDMvxLEuS5fT+L1+8Tt/A3nU25zlH6ttuwWAo5/Is2VnxOI6047AwCUQre/uq7zixJDmWd1LvFP4Bbry5zt29Mdg74vTNwzu5k2ceTtaGGSCOvnHedd2xTv6PW317Wt+gIm6TzRR2xlx7eueTfZ0J9tvW/eZT0h15/+uF+7rQzKzePWbHOVOyrDIWGDrmGuP9Hr3HoWdS3wBzHQoGPeeIgsvqXzhr2zsOlh3XjwFC7vtI9n5nrpeWgsGAch4T/eadY5jlPY/lXhur8FpmzbDvLCg7Y8uyever/nFkx9O7TzieOPwxupH3jRs4ObPju3M8/yprFYsrYiqcnMqed2nJq+JjyM+y+s7t/Ybn30YDJVbyfzAgydlxbvKOMt9l39awcsaUd8ZZ0+Ran+Ln5Z2mwG/yIpZRDMsa4PvNsZyMbcuxHVkBq/d3VfYcPfM2P3f6fhfkOQ7tcFBNJ7xNexy2j2KxmHbbbTfNmDFDkUhEtm2ru7tbkvr1P2Vq7ASDwUEnmgGMXqXkDUquKbN69epBBwYAAAYvX0KlmISLdx7mf2+SxDSF4n2q2/va+xnvsoxcSZSBnsA0ncOb+eVLqvgL6b1PIppCUm9ywZsg8iYZzDhJWZ0te5+E88bj7cDcnyDxzstsPzNfOY6Uycjq+8skEgo4jizbVsC2e8fZtizblmy7d7q+4cpkFOj7vPqmDzi9BeIB25adSrnTWI6jYF/SwPIMszzz9/4FHEd2KpU1TyuTcecdcByFHMezfEeWrd7C1b4/Oeob7khObwLD6ivothxHAceSbLv3M1LfeKfvs33zlhRwJMuxe+ervtdmepl5mWntHcPVO9xS33zlKOB9bcb1zTPQN16O4742nw3IMx4AAADwaL+/SQ9+4xdqPGyKtm7dqsbGRk2YMEGBQCCrVkwoFHLvXWpra91+ZxKJRNX1QwegepSclPHK9cQjAAAYWKEESzF/UnZTFPmSKd5aLLn6VvHWpDA1J3LVcDHTmNoXkvrN31tDwyQ9zPQmgWI+Z1mWUqlUds2ZvmRCIJ1WMJORHY8rkE5LyaSCmYwC6bScREKBdFqBdFpWKqVgJtM7vu9zoUxGgUxGwb55BDMZBW27d7p0WoFMRgHbVsS2pXS693OO4w4P2HbvMNtWqG9cMGP+7y30D9q2go6jgO0o5PS+9v4fcvK3ww0AAACg+jWrQ5OW/ljBe7+lzs5OtbW1qa6uLqvfPtMEo7dJwZqaGsViMbffmaE0XQlg7BpUUuaXv/ylvvvd7+rVV1+V1NvPzIUXXqizzjqrrMEBADAaFJtI8Sc7zDCT3EgkEspkMkqlUm7/BeYpK9u2lUwmsxIbJulharnkas7KW/PD20FsVrImk5GVTCqcSimQSCiYTCqYSvX+pdOyEgkF02mF0mkF02kFkkmF+hIfkXRagVRK4b55uONSKQXSaYU944OZjMJ9f6FMRqG+xEfQdhR2+pIgI/MVAgAAAECWRV0P6u9/fUXjj5utrVu3qqGhQdFo1O13qru7273HMs2YmX7EzP1cXV0dD7MD6KfkpMyVV16p73znOzr//PO1aNEiSdLy5cu1ZMkSrV27Vl/96lfLHiQAAMOlmMSK6STZVFk3iRPTOaxJnpgOJ5PJpDvMdAxpXnuX6X1tWZbsTKY3QRKPK5RIKJxIKBiPKxCPK5RMKtiXSIl4XgeTSYVSqazXoUSiNxmSTCqcySiSTiuUSimaySicTiuSyZAMAUYh221r3sr6yzWsXMO9dr73GmB8/ukt//is9v09fdMUmJ+/I5Tc0zvuZI6/L5YS2vov1GPAUO3o7aZM8s7MKVv/BuVTnuYSB1qr6lvvynPXuRyr3q+/oTzjvKwipqmAnfG7Lt7gt82A/f2UwXAswyxnOJY0HHticdvM2yddoYM5vz0zq9WoLvf9uJ/corqTrlV7e7u2b9+uuro6NTY2FmzGLBqNZj14V1NTU/TyAewcLKfEHtAmT56sH/zgBzr55JOzhv/ud7/T+eefr61bt5Y1wGpTSoc9AICR502omFolyWRSqVTKTaTE43H3z7ZtxePx3s6yPUmWZDLpftbbHJfpaDuUSimSSCgciymcSPQmQPqSKOb/UDKpSCLhJljCyaSCiYSi5v9USpG+v2gqpWg6TbJkJ5JRQBkFh+UvrdCA09h98dh9PbHYfb2w+N9nv+7tD9yR1dsvuGXJVu+f09eBrXntWL231lnj+oY5VsAzbfY8be2YrwLqm37HdLI873OMU8DyjXd6e7zvm8ZW3zSSFOjtMNZ0quOotz/eQKCvY1izPEmynN6OaU1HvZZkO70dMqtvuPmMIykYlDJ2prej5UBAllkXx5YsW1agNwkSCFoKBAO9WyqwYx7BvmG9nQP3LVu9HY2n0ylJtkKhoILB3kKJdDol204rEOjtUNi2d3SsHQ6H+vpmkkwBRm9H0lbWe//rHR2b7+j4uTcuM8yM733fOz9lDe+d3r+M/MvM/xnvfPuPC4WCBedb7AOsJqluBINBhUJDahE6J2+fVcVwHMetCSn1Np8SCoX6vu/qYq6dpvDK2yymidv/RHExt6w8hTw8cvVj533vnaZY3v7rzPFkagBLvd9tMBgccH8eaB8odh8xzbAGAgH3yXdTC9nE6T3GhtqpfCnMsS71bivvdgoEAoM6H+XbLrmGD/e0Y9lw7jc7k2QymfW+2POH1+w/b9PnXv9l1rC/XvorTfngHspkMtp99901bdo093jr7u6WbdsKhUJuM2ZS73msp6dHUm9fM5X4vQCgupSSNyj5jJBKpXTIIYf0G37wwQdn3aAAAFAJpoaJqXGSSCSykirxeNxNpMRiMXd6k0wx/Zik02k5qZTC8bhCPT0Kx2JuUiXSN6w2HldjLKZwPK5oPJ79fzKpaCKhmmRSNcmkgtxYVZwtSwlFlVSk319K4ZzDveNTCiutkNIKua8H+r/4aYKyrYAygYAylqW0FZAd6P3fCUhOQLItp+9/S07AkYKOMpYlJ2DLsRxZAVuBQFqWlVEgkOl7bbuvAwFHlmXLsjLu8N73tqSMb5zTNx9HgcCO8YGA7X7GvJbSCoUs9/NSxv1877Bk1meCQbnz9s7H3Ov2Fu5b/V77eYd729rOeq3eQotAIKBIJJJzPvkKxMzNt/nfsqyCN+TF3Kzni9MopiDZO40piAwEAgoEAlmFa4Npg9ysg3ky02w327bV0xNzC76DwaBbQFFqwX2hgrNc8xlqIWo+w9k+u38dvDUaSyl0rHSCxNt3WCAQqNpCTvOAhInP7POVSnD5BYPBEdk2O1ufAqaJVCl3jWDDvDY1is053XsuzJWoq3TspmDXnEO952ezr5YSUzmmNcO9ffIZ4XA46/gZKPFRrecHYKi8D84N9rqSPneOtl5yuyap1R22yw9+IuukH6or2aVt27apvr5e48aNk2VZqq2tdZsxS6fT7jKDwaAikYiSyaTi8bjq6+s59gC4Sj47nXLKKfrpT3+q73znO1nDf/7zn+uTn/xk2QIDAIxt3ia8TK0Vk2BJp9OKxWJugsX7Z25E7WRSwa4uBTs7Fe7uVri7W9FYTJHubkViMTX29GhCd7ebRIn0JV0i8biifbVTojxMUFBCEcVVo4Siiqsm63Wpw/zjzF+h5EraktIBq+8vIAVtBQKpvgRFuu/1jj/L6h0WDJrXyazhveMyvukzsqy0gkGnb54JzzBboZDc6UIhR4FARsGgo2ggo7qgrWDQ7hu3o7DV3GyZQm9vcsCfsDDDJblP45ppvJ81T/kZZrhZhn+eRigU6lf41VsgGcr5GVPQbOZthvmnK5TgsCwraz7+xIR3PsUWUpsb7Fw31t75D+VGN982zMc8LT2YZRim4M+/DpFIZEgF+I7jKJFIuPNzHMdt2zwUCikSiSgYDLr7nP+z1fj0bjXGVKpyrIP3ePTPLxAIZJ0nqnWbBQKBfrV6wuGwgsHgsMQ8Ug8SmtoNyC0YDGbVmDL7s/9alEsl9htzjHmfuvfXQCt0/RnK9Sjf+nhrxJgkkYlJGrl9GyOr0ufN0ZhQNr+lvTXLSpGJZvSbme/Xhet+4w57e+xR/emnT2nmOQdq+/btampqUm1trWpqarKaMfMnX6LRqFsjNB6PZ9WkAbBzKyopc9FFF7mvLcvSDTfcoHvuuUeHHnqoJOmxxx7T2rVrdeqpp1YmSgBA1fMmWUxNlXg8rp6eHje5Eo/HFYvF3KbBkt3dCrW3K9zernBHR29ypatL4Z4eRbq71RCLaUJ3tyI9PYr09Cgaiykai6kmHleNr2r6zqJHtepWvWKqVY/qCv4/2GliqlXKchQIpRUMJvuSG8m+pEayL6mRLOp1KGSGxRSJ2LKshEKhtILBtCwrqbqwraZQb7IlFMoo1Pc6HLbkOHbOJ9G9CQlzI2qaDPAnLkwyw8wjHA67NQhMIWD/J0dDsu3ciQ5vwsL7lKo3weItVDJP/fpj9/ZR5JWrQNU0meJdjhnnNqHnS4IM5in9gZIbAz1hawqFChXqD1RwUKjmwWAMVFOlmJhKMZjYvd+vKYSMx+NDjsXURjDMvE2zjMUkffIl1oZiOJ4QrdZkRCnG+pO0Zr8352iTRMTOzTQP638QYaRiMQWpJp5QKMS+CuwkXn9nSGtu3UWztd4dtv+vv6uuz/xagUBAmzdvVn19vXs/EYlE3IcH/cmXmpoa9fT09KtJA2DnVlSfMu9+97uLm5ll6b777htyUNWMPmUA7GxM7ZREIqFYLJbVNFgsFnOTLumeHgXb2hTcvl3hjg6F2tsVaW9XpLNT0c5ORbu6VNPVpWhnp2p6elTb3a2aMXpjm1JI3apXlxrUrfqs18UOyzW+R3VyFFAwGFcgEFcwmHD/7x1m3sfd96FQ77De/xMKhZIKhZKyrJjC4d5hkUhaweCOcYFAoq8fih1JApOEME/we5MQ4XDYHWbbtsLhsMLhsNssk7dWhampYV6bgg5vMyWGPyniLaDx1ibx/pQx8eR6gtw/X/M6XxKjmATCUBUzj0oUiBfbX0Wh7TbYZQ80TBo4voGaIis076EqJtEj9d9fR4JJ/JWrKat8CVJUv1w1a0abQvtwuY+x0b6tUD75fiMAGNtefPFF1f95g65Z/6es4be/8zLt+u2PqLu7W1OnTtUuu+zilg3atq3u7m5J/fuQSSaTSiQSsiyLZsyAMazsfcrcf//9ZQkMAFBdMpmM4vG4uru7lUwm1dXVpUQi4SZaYh0d0ubNCm/dqvC2bYpu365oa6uibW0a19am6W1tqu3oUG13t6JjIMHSoUZ1qMn96/S9L2Z4pxqVUI0CgZiCwZgCgR4Fg71/va9jfe9jCoXiCgRifdO2KRTa7CZVQqGkasIp1QXimhFOKRRKKhLprXUSjfb2rWGSGSZRYmqKmL43TC0Q7zhvk1ihUK2k2r7XO9o+NoXJJski9a/hYcYb+Qr8ChWue5vm8taQ8A73L8dfuOxN2OQrMPb3XeItpPYu09/Xh3db5IrHm2DKxbvt/cyTt/7mWQrNJ1cTLrmaSzHLK5QEGehG0DQnNNQbxkLfT67piplfOZ6eLmb9K6GczdtUs7G6XuXGdgKA0pE0xXBob2/XM4e1aMWf5+lA+0V3+NEP/Vgr3zxW0V1rtWXLFjU0NKimpsa9H8vXjFkkEnFrMdOMGQBpEH3KAABGF2/ipaurS11dXerp6VFXe7u0YYNC69cr2tKi2s2bVbN5s8Zv3apdWltV29ah+p6ukQ6/KCmFtF3j1aZx7v9tGqd2NatN44pKpnSpVoFgTMFgl4LBbgWDXQoEut3X3gRLKNSmUGijQqG4wuHev6mRpGZFkwqHE6qtzfR1nG4pGo3KcRzV1ta6BfSmPXJvQsUkUnqTJg39Egr+fkG8yQR/gsEw/Yl4C8T9SRd/LRTveJMI8M7f+1lTXd8wn/UW/HubFPP2neJfv1zNiOVKZuR64r9Qk1eFCsFLSVAMNaEw1CRAOZYx2lVzrYxqjg0YjTimAAAj6aCDDtKaNWv0g70P1I0v70jKNKlT8S/8UJPuvEqJREItLS2qr6/XuHHj3Hu6Qs2YdXd3u01+5+rbD8DOo+SkTDwe1w9/+EPdf//92rx5c78nYJ9++umyBQcAKE0mk1F3d7c6OjrU2tqqrq4uxTZtUuT11xV94w01rF2r8W+9pdlvbVDD9lYFneKaMBoO2zVOrZrgJlS8yZWBhsUlBUPeRIpJrHQqFOpRMNitcLhHweBGRaOrFY0mFAp1a2JNQrvUJBWNxlVTk1E0GnFrmpiERjQadZMRkUjEl5gIKxCIyrLGZdVKMX8m+WKSGybRYN6bpINJyJj35ge9NynirQFjWZZqamrc196aESY+b/NO+ZIPxTZNlet9rs/mqpki9e8gdKCmpwYqjCumsK4c05RSKDjYAsShFDxWqtCSwlAAAADszPbbbz+tWLFCzxz0jH735mKdHL/bHXfMpr/qn789UZM/OlednZ3avHmzIpGIGhoaJPU2XWaSL94+ZLw1aRKJhHufB2DnVHJS5tOf/rTuueceffSjH9U73vGOMf9UJgBUs0wm4yZgtmzerMTrr6vm2WfV9PLLmvD6m5r91gY1d7YOa0y2LG3XeG3TRG3VJG3VJPe1/3/zulXj5AR6+pIonQoGOxQKdSgU6lIo1KFotFvhcLcikS2qrY0rGu3RjLqk5tQkVFubUjQacBMZprZGTU2Nm7Aww8PhsEKhBgWDzW4tD1NzxdToCIVCWU035WoazJugMU84mf+9tUryJTP8zWmZcd7P+1/7kyz+BEiuzuT9r0sZV8xwAAAAABhrxo0bp4ULF2rNmjW6fWFGxz3QrHFqd8fP++7Vav3ArYpEImppaVFDQ4Oi0ajbIkAkElEymRywGbO6urqRWkUAI8xySmyQs7m5Wf/61790+OGHVyqmqlZKhz0AUAmJREJbt25VS0uLul98UfXLl2v8U89o4gsvq6lre0WWmVJImzRNmzRNGzU963WLpqpFU/sSLePVEbAUCHcqHN6uUKhN4XCXwuEuRaM9qqmJqba2R9FoTJFIt+rrk2putlVXl1IkElJNTY3C4bDq6uoUDocViUQUiUQUjUazarCY5EkkEnF/+JrpzXBvwsTbNJhJlng7oPcnS3LVNPGP987PvPb+n28YAAAAAKC6bd68Wbfffrsef/xx7f7Pbn158x+yxv9rj1M1409L1NbWptraWu25554aP368e+/X09OjTCajYDCYlXyxbVs9PT1uqwzmXhXA6FdK3qDkmjK77LKLGhsbBx0cAKB0mUxGra2tWrd2rXqWL9eEZf/WrIce16TtG4c875hqtFaztEaztUaztVaztFaztF67aJMmaWuwRp1hKRTpVCTSppqaTtXWdquurlv19d1qbn5Fs5qf1wHj05o0KaBoNKxoNKq6ujq308Pe5Em9ampqFAqFFA6H3R+gppaKqYHi7SPF289JoUSKdzrv/yRFAAAAAAClGjdunN7xjndo7dq1evGoN/XYnw7UQnuFO/79r/9Kd/3+aE34yFx1dXVp06ZNikQibplpTU2Nm5hJJpNZDwpGo1HF43G3GTN/c88Axr6SkzLf/va3demll+r666/X7NmzKxETAKBPOp3WunXrtHn5ctX95W+ace9yTWtbV/p8FNRr2lMvap5e0tv0oubpFe2hTZE6ddWmVFffqnHjujR+fFyTJiU0bVpKh015TdOmva6mpt5kiqm9Ulc3VfX19QqHw25yxZs0Ma9zdRzvT67Qji4AAAAAoNpEIhHtvvvuOuCAA9TR0aEfHbKv5j/+smoVd6d527euUOv7/qBIJKKtW7eqtrZW4XBYNTU1BZMv4XBYmUxGqVRKsVgsq4kzADuHkpMyhxxyiOLxuObMmeMW0Hm1tg5v3wUAMBZlMhmtXbNG2267TeNu/pPe/vJTCqi41ia3a5we1zv0hN6uZ3WAVtdMVuuEOk2YntT06T3abbe03r6H9Mm9uzR5clBNTU2qqZnk9rlifiyapIlJnHjf84MRAAAAADCWNTU16dBDD9W6dev0cjyu767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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
"source": [
"def main():\n",
"\n",
@@ -254,7 +271,8 @@
" OFFSPRING_SIZE = 50\n",
"\n",
" # Total number of generation to run\n",
- " NGEN = 100\n",
+ " #NGEN = 100\n",
+ " NGEN = 3\n",
"\n",
" # Total population size of EA\n",
" ALPHA = POP_SIZE\n",
@@ -351,7 +369,7 @@
" toolbox.register(\"variate\", deap.algorithms.varAnd)\n",
"\n",
" # Register the selector (picks parents from population)\n",
- " toolbox.register(\"select\", plot_selector, selector=tools.selIBEA)\n",
+ " toolbox.register(\"select\", plot_selector, selector=selIBEA)\n",
"\n",
" # toolbox.register(\"select\", tools.selIBEA)\n",
" # toolbox.register(\"select\", tools.selIBEA)\n",
@@ -359,46 +377,35 @@
" # Generate the population object\n",
" pop = toolbox.population(n=MU)\n",
"\n",
- " pop, logbook = algorithms.eaAlphaMuPlusLambda(\n",
+ " pop, hof, log, history = bluepyopt.deapext.algorithms.eaAlphaMuPlusLambdaCheckpoint(\n",
" pop,\n",
" toolbox,\n",
" MU,\n",
- " None,\n",
" CXPB,\n",
" 1 - CXPB,\n",
- " NGEN,\n",
- " verbose=False)\n",
+ " NGEN)\n",
"\n",
"main()"
]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {
- "collapsed": true
- },
- "outputs": [],
- "source": []
}
],
"metadata": {
"kernelspec": {
- "display_name": "Python 2",
+ "display_name": ".venv",
"language": "python",
- "name": "python2"
+ "name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
- "version": 2
+ "version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
- "pygments_lexer": "ipython2",
- "version": "2.7.10"
+ "pygments_lexer": "ipython3",
+ "version": "3.11.4"
}
},
"nbformat": 4,
diff --git a/examples/deap/deap_efel.py b/examples/deap/deap_efel.py
index 663f936d..8da954ab 100644
--- a/examples/deap/deap_efel.py
+++ b/examples/deap/deap_efel.py
@@ -39,7 +39,7 @@
# The higher this value, the more spread
ETA = 10.0
-# Seletor to use
+# Selector to use
SELECTOR = "NSGA2"
# Number of parameters
@@ -51,7 +51,7 @@
# Create a fitness function
# By default DEAP selector will try to optimise fitness values,
-# so we add a -1 weight value to minise
+# so we add a -1 weight value to minimise
creator.create("Fitness", base.Fitness, weights=[-1.0] * 2)
# Create an individual that consists of a list
diff --git a/examples/deap/deap_efel_neuron2.ipynb b/examples/deap/deap_efel_neuron2.ipynb
index 137415b7..a8c6352d 100644
--- a/examples/deap/deap_efel_neuron2.ipynb
+++ b/examples/deap/deap_efel_neuron2.ipynb
@@ -8,58 +8,29 @@
},
"outputs": [],
"source": [
- "# !pip install --upgrade https://github.com/BlueBrain/deap/zipball/master"
+ "#!pip install bluepyopt"
]
},
{
"cell_type": "code",
- "execution_count": 2,
- "metadata": {
- "collapsed": true
- },
- "outputs": [],
- "source": [
- "import deap, random, numpy"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 3,
+ "execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
+ "import random, numpy\n",
+ "\n",
+ "from deap import creator\n",
"import deap.gp\n",
"import deap.benchmarks\n",
- "from deap import base\n",
- "from deap import creator\n",
- "from deap import tools\n",
- "from deap import algorithms"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 4,
- "metadata": {
- "collapsed": false
- },
- "outputs": [],
- "source": [
+ "import bluepyopt.deapext\n",
+ "\n",
"import neuron\n",
"neuron.h.load_file('stdrun.hoc')\n",
"\n",
- "import efel"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 5,
- "metadata": {
- "collapsed": true
- },
- "outputs": [],
- "source": [
+ "import efel\n",
+ "\n",
"%matplotlib inline\n",
"# from matplotlib import pyplot as plt\n",
"import pylab\n",
@@ -69,7 +40,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 3,
"metadata": {
"collapsed": true
},
@@ -136,18 +107,12 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
- "\n",
- "import matplotlib\n",
- "import matplotlib.pyplot as plt \n",
- "NGEN=100\n",
- "generation = 0\n",
- "\n",
"def plot_selector(population, k, selector=None, **kwargs): \n",
"\n",
" pylab.subplot(1, 2, 1)\n",
@@ -159,7 +124,6 @@
" \n",
" import operator\n",
" best_ind = min(population, key=operator.attrgetter(\"tot_fitness\"))\n",
- " # print best_ind, best_ind.fitness\n",
" time = best_ind.time\n",
" voltage = best_ind.voltage\n",
" target_voltage1 = best_ind.target_voltage1\n",
@@ -194,7 +158,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 5,
"metadata": {
"collapsed": false
},
@@ -210,7 +174,8 @@
"OFFSPRING_SIZE = 50\n",
"\n",
"# Total number of generation to run\n",
- "NGEN = 300\n",
+ "#NGEN = 300\n",
+ "NGEN = 3\n",
"\n",
"# Total population size of EA\n",
"ALPHA = POP_SIZE\n",
@@ -241,7 +206,7 @@
"# Create a fitness function\n",
"# By default DEAP selector will try to optimise fitness values,\n",
"# so we add a -1 weight value to minise\n",
- "creator.create(\"Fitness\", base.Fitness, weights=[-1.0] * 2)\n",
+ "creator.create(\"Fitness\", deap.base.Fitness, weights=[-1.0] * 2)\n",
"\n",
"class Individual(list):\n",
" def __init__(self, *args):\n",
@@ -252,7 +217,6 @@
"# Create an individual that consists of a list\n",
"creator.create(\"Individual\", Individual, fitness=creator.Fitness)\n",
"\n",
- "\n",
"# Define a function that will uniformly pick an individual\n",
"def uniform(lower_list, upper_list, dimensions):\n",
" \"\"\"Fill array \"\"\"\n",
@@ -265,7 +229,7 @@
" for _ in range(dimensions)]\n",
"\n",
"# Create a DEAP toolbox\n",
- "toolbox = base.Toolbox()\n",
+ "toolbox = deap.base.Toolbox()\n",
"\n",
"# Register the 'uniform' function\n",
"toolbox.register(\"uniformparams\", uniform, LOWER, UPPER, IND_SIZE)\n",
@@ -275,24 +239,14 @@
"# picked by 'uniform'\n",
"toolbox.register(\n",
" \"Individual\",\n",
- " tools.initIterate,\n",
+ " deap.tools.initIterate,\n",
" creator.Individual,\n",
" toolbox.uniformparams)\n",
"\n",
"# Register the population format. It is a list of individuals\n",
- "toolbox.register(\"population\", tools.initRepeat, list, toolbox.Individual)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {
- "collapsed": false
- },
- "outputs": [],
- "source": [
+ "toolbox.register(\"population\", deap.tools.initRepeat, list, toolbox.Individual)\n",
+ "\n",
"# Register the evaluation function for the individuals\n",
- "import deap_efel_eval1\n",
"toolbox.register(\"evaluate\", evaluate)\n",
"\n",
"# Register the mate operator\n",
@@ -311,8 +265,7 @@
"toolbox.register(\"variate\", deap.algorithms.varAnd)\n",
"\n",
"# Register the selector (picks parents from population)\n",
- "toolbox.register(\"select\", plot_selector, selector=tools.selIBEA)\n",
- "# toolbox.register(\"select\", tools.selIBEA)\n",
+ "toolbox.register(\"select\", plot_selector, selector=bluepyopt.deapext.tools.selIBEA)\n",
"\n",
"# Generate the population object\n",
"pop = toolbox.population(n=MU)"
@@ -320,16 +273,24 @@
},
{
"cell_type": "code",
- "execution_count": null,
- "metadata": {
- "collapsed": false
- },
+ "execution_count": 6,
+ "metadata": {},
"outputs": [
{
"data": {
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Ud3e3amtr1dDQoObm5sId7fJfNzc3lxySVLq1M422OiNpqzOVtuvclZqbmzU2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TJ5AkibKyMtRqNSqVCpvNJg+EwESwKRaLEY/HicfjBAIBOYUtmUzKdZKys5Syj2y6c3bWajbd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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
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",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -337,44 +298,33 @@
}
],
"source": [
- "pop, logbook = algorithms.eaAlphaMuPlusLambda(\n",
+ "population, hof, logbook, history = bluepyopt.deapext.algorithms.eaAlphaMuPlusLambdaCheckpoint(\n",
" pop,\n",
" toolbox,\n",
" MU,\n",
- " None,\n",
" CXPB,\n",
" 1-CXPB,\n",
- " NGEN,\n",
- " verbose=False)"
+ " NGEN)"
]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {
- "collapsed": true
- },
- "outputs": [],
- "source": []
}
],
"metadata": {
"kernelspec": {
- "display_name": "Python 2",
+ "display_name": ".venv",
"language": "python",
- "name": "python2"
+ "name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
- "version": 2
+ "version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
- "pygments_lexer": "ipython2",
- "version": "2.7.9"
+ "pygments_lexer": "ipython3",
+ "version": "3.11.4"
}
},
"nbformat": 4,
diff --git a/examples/nmc-portal/L5TTPC2.ipynb b/examples/nmc-portal/L5TTPC2.ipynb
index fa3e6b03..8eb408d5 100644
--- a/examples/nmc-portal/L5TTPC2.ipynb
+++ b/examples/nmc-portal/L5TTPC2.ipynb
@@ -1,17 +1,19 @@
{
"cells": [
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"Example of the use of the eFEL (eFeature Extraction Library) in conjunction with models downloaded from the Neocortical Microcircuit Portal website\n",
"\n",
"Requirements:\n",
- "- Python 2.6+, including Pip (https://pip.readthedocs.org)\n",
+ "- Python 3.8+, including Pip (https://pip.readthedocs.org)\n",
"- A version of Neuron (with Python support) installed on your computer (for instruction, see https://bbp.epfl.ch/nmc-portal/tools)"
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
@@ -30,6 +32,7 @@
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
@@ -47,8 +50,8 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Requirement already satisfied (use --upgrade to upgrade): efel in /usr/local/lib/python2.7/site-packages\r\n",
- "Requirement already satisfied (use --upgrade to upgrade): numpy>=1.6 in /usr/local/lib/python2.7/site-packages (from efel)\r\n"
+ "Requirement already satisfied: efel in /Users/ikilic/workspace/.venv/lib/python3.11/site-packages (5.2.9)\n",
+ "Requirement already satisfied: numpy>=1.6 in /Users/ikilic/workspace/.venv/lib/python3.11/site-packages (from efel) (1.25.2)\n"
]
}
],
@@ -58,6 +61,7 @@
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
@@ -66,7 +70,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 13,
"metadata": {
"collapsed": false
},
@@ -77,15 +81,16 @@
"text": [
" % Total % Received % Xferd Average Speed Time Time Time Current\n",
" Dload Upload Total Spent Left Speed\n",
- "100 1718k 0 1718k 0 0 1802k 0 --:--:-- --:--:-- --:--:-- 1801k\n"
+ "100 1865k 100 1865k 0 0 2493k 0 --:--:-- --:--:-- --:--:-- 2511k\n"
]
}
],
"source": [
- "!curl -o L5_TTPC2.zip https://bbp.epfl.ch/nmc-portal/documents/10184/1921755/L5_TTPC2_cADpyr232_1.zip/a058fc9c-6c67-417b-a65b-20742902ccbb"
+ "!curl -o L5_TTPC2.zip https://bbp.epfl.ch/nmc-portal/assets/documents/static/downloads-zip/L5_TTPC2_cADpyr232_1.zip"
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
@@ -94,7 +99,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 14,
"metadata": {
"collapsed": false
},
@@ -103,15 +108,64 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Archive: L5_TTPC2.zip\r\n"
+ "Archive: L5_TTPC2.zip\n",
+ " extracting: L5_TTPC2_cADpyr232_1/mosinit.hoc \n",
+ " extracting: L5_TTPC2_cADpyr232_1/VERSION \n",
+ " creating: L5_TTPC2_cADpyr232_1/morphology/\n",
+ " extracting: L5_TTPC2_cADpyr232_1/morphology/dend-C060114A7_axon-C060116A3_-_Clone_2.asc \n",
+ " extracting: L5_TTPC2_cADpyr232_1/README \n",
+ " extracting: L5_TTPC2_cADpyr232_1/run_RmpRiTau_py.sh \n",
+ " extracting: L5_TTPC2_cADpyr232_1/init.hoc \n",
+ " extracting: L5_TTPC2_cADpyr232_1/morphology.hoc \n",
+ " extracting: L5_TTPC2_cADpyr232_1/current_amps.dat \n",
+ " extracting: L5_TTPC2_cADpyr232_1/LICENSE \n",
+ " creating: L5_TTPC2_cADpyr232_1/python_recordings/\n",
+ " extracting: L5_TTPC2_cADpyr232_1/python_recordings/.placeholder \n",
+ " creating: L5_TTPC2_cADpyr232_1/mechanisms/\n",
+ " extracting: L5_TTPC2_cADpyr232_1/mechanisms/ProbGABAAB_EMS.mod \n",
+ " extracting: L5_TTPC2_cADpyr232_1/mechanisms/SKv3_1.mod \n",
+ " extracting: L5_TTPC2_cADpyr232_1/mechanisms/Ih.mod \n",
+ " extracting: L5_TTPC2_cADpyr232_1/mechanisms/Ca_HVA.mod \n",
+ " extracting: L5_TTPC2_cADpyr232_1/mechanisms/ProbAMPANMDA_EMS.mod \n",
+ " extracting: L5_TTPC2_cADpyr232_1/mechanisms/Im.mod \n",
+ " extracting: L5_TTPC2_cADpyr232_1/mechanisms/K_Tst.mod \n",
+ " extracting: L5_TTPC2_cADpyr232_1/mechanisms/Ca_LVAst.mod \n",
+ " extracting: L5_TTPC2_cADpyr232_1/mechanisms/NaTa_t.mod \n",
+ " extracting: L5_TTPC2_cADpyr232_1/mechanisms/K_Pst.mod \n",
+ " extracting: L5_TTPC2_cADpyr232_1/mechanisms/NaTs2_t.mod \n",
+ " extracting: L5_TTPC2_cADpyr232_1/mechanisms/SK_E2.mod \n",
+ " extracting: L5_TTPC2_cADpyr232_1/mechanisms/CaDynamics_E2.mod \n",
+ " extracting: L5_TTPC2_cADpyr232_1/mechanisms/Nap_Et2.mod \n",
+ " extracting: L5_TTPC2_cADpyr232_1/CONTRIBUTORS.txt \n",
+ " creating: L5_TTPC2_cADpyr232_1/synapses/\n",
+ " extracting: L5_TTPC2_cADpyr232_1/synapses/synapses.tsv \n",
+ " extracting: L5_TTPC2_cADpyr232_1/synapses/synconf.txt \n",
+ " extracting: L5_TTPC2_cADpyr232_1/synapses/mtype_map.tsv \n",
+ " extracting: L5_TTPC2_cADpyr232_1/synapses/synapses.hoc \n",
+ " extracting: L5_TTPC2_cADpyr232_1/run.py \n",
+ " extracting: L5_TTPC2_cADpyr232_1/template.hoc \n",
+ " extracting: L5_TTPC2_cADpyr232_1/cellinfo.json \n",
+ " extracting: L5_TTPC2_cADpyr232_1/.provenance.json \n",
+ " extracting: L5_TTPC2_cADpyr232_1/biophysics.hoc \n",
+ " extracting: L5_TTPC2_cADpyr232_1/createsimulation.hoc \n",
+ " extracting: L5_TTPC2_cADpyr232_1/ringplot.hoc \n",
+ " extracting: L5_TTPC2_cADpyr232_1/CHANGELOG \n",
+ " extracting: L5_TTPC2_cADpyr232_1/constants.hoc \n",
+ " creating: L5_TTPC2_cADpyr232_1/hoc_recordings/\n",
+ " extracting: L5_TTPC2_cADpyr232_1/hoc_recordings/.placeholder \n",
+ " extracting: L5_TTPC2_cADpyr232_1/creategui.hoc \n",
+ " extracting: L5_TTPC2_cADpyr232_1/run_RmpRiTau.py \n",
+ " extracting: L5_TTPC2_cADpyr232_1/run_py.sh \n",
+ " extracting: L5_TTPC2_cADpyr232_1/run_hoc.sh \n"
]
}
],
"source": [
- "!unzip -f L5_TTPC2.zip"
+ "!unzip L5_TTPC2.zip"
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
@@ -120,7 +174,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 15,
"metadata": {
"collapsed": true
},
@@ -131,6 +185,7 @@
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
@@ -139,7 +194,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 16,
"metadata": {
"collapsed": false
},
@@ -148,25 +203,302 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "/Users/werner/src/eFEL/examples/nmc-portal/L5_TTPC2_cADpyr232_1\n",
- "mechanisms/CaDynamics_E2.mod mechanisms/Ca_HVA.mod mechanisms/Ca_LVAst.mod mechanisms/Ih.mod mechanisms/Im.mod mechanisms/K_Pst.mod mechanisms/K_Tst.mod mechanisms/NaTa_t.mod mechanisms/NaTs2_t.mod mechanisms/Nap_Et2.mod mechanisms/ProbAMPANMDA_EMS.mod mechanisms/ProbGABAAB_EMS.mod mechanisms/SK_E2.mod mechanisms/SKv3_1.mod\n",
- "CaDynamics_E2.mod Ca_HVA.mod Ca_LVAst.mod Ih.mod Im.mod K_Pst.mod K_Tst.mod NaTa_t.mod NaTs2_t.mod Nap_Et2.mod ProbAMPANMDA_EMS.mod ProbGABAAB_EMS.mod SK_E2.mod SKv3_1.mod\n",
- "\"/usr/local/Cellar/neuron/7.4/share/nrn/libtool\" --mode=compile clang -DHAVE_CONFIG_H -I. -I.. -I\"/usr/local/Cellar/neuron/7.4/include/nrn\" -I\"/usr/local/Cellar/neuron/7.4/libexec/lib\" -g -O2 -c -o mod_func.lo mod_func.c\n",
- "libtool: compile: clang -DHAVE_CONFIG_H -I. -I.. -I/usr/local/Cellar/neuron/7.4/include/nrn -I/usr/local/Cellar/neuron/7.4/libexec/lib -g -O2 -c mod_func.c -fno-common -DPIC -o .libs/mod_func.o\n",
- "\"/usr/local/Cellar/neuron/7.4/share/nrn/libtool\" --mode=link clang -module -g -O2 -headerpad_max_install_names -o libnrnmech.la -rpath \"/usr/local/Cellar/neuron/7.4/libexec/lib\" CaDynamics_E2.lo Ca_HVA.lo Ca_LVAst.lo Ih.lo Im.lo K_Pst.lo K_Tst.lo NaTa_t.lo NaTs2_t.lo Nap_Et2.lo ProbAMPANMDA_EMS.lo ProbGABAAB_EMS.lo SK_E2.lo SKv3_1.lo mod_func.lo -L\"/usr/local/Cellar/neuron/7.4/libexec/lib\" -lnrnoc -loc -lmemacs -lnrnmpi -lscopmath -lsparse13 -lreadline -lncurses -L\"/usr/local/Cellar/neuron/7.4/libexec/lib\" \"/usr/local/Cellar/neuron/7.4/libexec/lib/libnrniv.la\" -livoc -lneuron_gnu -lmeschach -lsundials \n",
- "libtool: link: rm -fr .libs/libnrnmech.0.so .libs/libnrnmech.la .libs/libnrnmech.lai .libs/libnrnmech.so\n",
- "libtool: link: clang -Wl,-undefined -Wl,dynamic_lookup -o .libs/libnrnmech.0.so -bundle .libs/CaDynamics_E2.o .libs/Ca_HVA.o .libs/Ca_LVAst.o .libs/Ih.o .libs/Im.o .libs/K_Pst.o .libs/K_Tst.o .libs/NaTa_t.o .libs/NaTs2_t.o .libs/Nap_Et2.o .libs/ProbAMPANMDA_EMS.o .libs/ProbGABAAB_EMS.o .libs/SK_E2.o .libs/SKv3_1.o .libs/mod_func.o -L/usr/local/Cellar/neuron/7.4/libexec/lib /usr/local/Cellar/neuron/7.4/libexec/lib/libnrnoc.dylib /usr/local/Cellar/neuron/7.4/libexec/lib/liboc.dylib /usr/local/Cellar/neuron/7.4/libexec/lib/libmemacs.dylib /usr/local/Cellar/neuron/7.4/libexec/lib/libnrnmpi.dylib /usr/local/Cellar/neuron/7.4/libexec/lib/libscopmath.dylib /usr/local/Cellar/neuron/7.4/libexec/lib/libsparse13.dylib -lreadline -lncurses /usr/local/Cellar/neuron/7.4/libexec/lib/libnrniv.dylib /usr/local/Cellar/neuron/7.4/libexec/lib/libivoc.dylib /usr/local/Cellar/neuron/7.4/libexec/lib/libneuron_gnu.dylib /usr/local/Cellar/neuron/7.4/libexec/lib/libmeschach.dylib /usr/local/Cellar/neuron/7.4/libexec/lib/libsundials.dylib -O2 \n",
- "libtool: link: (cd \".libs\" && rm -f \"libnrnmech.so\" && ln -s \"libnrnmech.0.so\" \"libnrnmech.so\")\n",
- "libtool: link: ( cd \".libs\" && rm -f \"libnrnmech.la\" && ln -s \"../libnrnmech.la\" \"libnrnmech.la\" )\n",
- "Successfully created x86_64/special\n"
+ "/usr/bin/xcrun\n",
+ "/Users/ikilic/workspace/eFEL/examples/nmc-portal/L5_TTPC2_cADpyr232_1\n",
+ "Mod files: \"./mechanisms/./mechanisms/CaDynamics_E2.mod\" \"./mechanisms/./mechanisms/Ca_HVA.mod\" \"./mechanisms/./mechanisms/Ca_LVAst.mod\" \"./mechanisms/./mechanisms/Ih.mod\" \"./mechanisms/./mechanisms/Im.mod\" \"./mechanisms/./mechanisms/K_Pst.mod\" \"./mechanisms/./mechanisms/K_Tst.mod\" \"./mechanisms/./mechanisms/NaTa_t.mod\" \"./mechanisms/./mechanisms/NaTs2_t.mod\" \"./mechanisms/./mechanisms/Nap_Et2.mod\" \"./mechanisms/./mechanisms/ProbAMPANMDA_EMS.mod\" \"./mechanisms/./mechanisms/ProbGABAAB_EMS.mod\" \"./mechanisms/./mechanisms/SK_E2.mod\" \"./mechanisms/./mechanisms/SKv3_1.mod\"\n",
+ "\n",
+ "Creating 'arm64' directory for .o files.\n",
+ "\n",
+ " -> \u001b[32mNMODL\u001b[0m .././mechanisms/Ca_LVAst.mod\n",
+ " -> \u001b[32mNMODL\u001b[0m .././mechanisms/Ca_HVA.mod\n",
+ " -> \u001b[32mCompiling\u001b[0m mod_func.cpp\n",
+ " -> \u001b[32mNMODL\u001b[0m .././mechanisms/CaDynamics_E2.mod\n",
+ "Translating CaDynamics_E2.mod into /Users/ikilic/workspace/eFEL/examples/nmc-portal/L5_TTPC2_cADpyr232_1/arm64/CaDynamics_E2.c\n",
+ "Translating Ca_LVAst.mod into /Users/ikilic/workspace/eFEL/examples/nmc-portal/L5_TTPC2_cADpyr232_1/arm64/Ca_LVAst.c\n",
+ "Translating Ca_HVA.mod into /Users/ikilic/workspace/eFEL/examples/nmc-portal/L5_TTPC2_cADpyr232_1/arm64/Ca_HVA.c\n",
+ "Thread Safe\n",
+ "Thread Safe\n",
+ "Thread Safe\n",
+ " -> \u001b[32mNMODL\u001b[0m .././mechanisms/Ih.mod\n",
+ " -> \u001b[32mNMODL\u001b[0m .././mechanisms/K_Pst.mod\n",
+ " -> \u001b[32mNMODL\u001b[0m .././mechanisms/Im.mod\n",
+ "Translating K_Pst.mod into /Users/ikilic/workspace/eFEL/examples/nmc-portal/L5_TTPC2_cADpyr232_1/arm64/K_Pst.c\n",
+ "Translating Ih.mod into /Users/ikilic/workspace/eFEL/examples/nmc-portal/L5_TTPC2_cADpyr232_1/arm64/Ih.c\n",
+ "Thread Safe\n",
+ "Translating Im.mod into /Users/ikilic/workspace/eFEL/examples/nmc-portal/L5_TTPC2_cADpyr232_1/arm64/Im.c\n",
+ "Thread Safe\n",
+ "Thread Safe\n",
+ " -> \u001b[32mNMODL\u001b[0m .././mechanisms/K_Tst.mod\n",
+ " -> \u001b[32mNMODL\u001b[0m .././mechanisms/NaTa_t.mod\n",
+ " -> \u001b[32mNMODL\u001b[0m .././mechanisms/NaTs2_t.mod\n",
+ "Translating K_Tst.mod into /Users/ikilic/workspace/eFEL/examples/nmc-portal/L5_TTPC2_cADpyr232_1/arm64/K_Tst.c\n",
+ "Translating NaTa_t.mod into /Users/ikilic/workspace/eFEL/examples/nmc-portal/L5_TTPC2_cADpyr232_1/arm64/NaTa_t.c\n",
+ "Thread Safe\n",
+ "Thread Safe\n",
+ "Translating NaTs2_t.mod into /Users/ikilic/workspace/eFEL/examples/nmc-portal/L5_TTPC2_cADpyr232_1/arm64/NaTs2_t.c\n",
+ "Thread Safe\n",
+ " -> \u001b[32mNMODL\u001b[0m .././mechanisms/ProbAMPANMDA_EMS.mod\n",
+ " -> \u001b[32mNMODL\u001b[0m .././mechanisms/Nap_Et2.mod\n",
+ " -> \u001b[32mNMODL\u001b[0m .././mechanisms/ProbGABAAB_EMS.mod\n",
+ "Translating ProbAMPANMDA_EMS.mod into /Users/ikilic/workspace/eFEL/examples/nmc-portal/L5_TTPC2_cADpyr232_1/arm64/ProbAMPANMDA_EMS.c\n",
+ "Translating Nap_Et2.mod into /Users/ikilic/workspace/eFEL/examples/nmc-portal/L5_TTPC2_cADpyr232_1/arm64/Nap_Et2.c\n",
+ "Notice: This mechanism cannot be used with CVODE\n",
+ "Notice: A_AMPA discontinuity adjustment not available.\n",
+ "Notice: B_AMPA discontinuity adjustment not available.\n",
+ "Notice: A_NMDA discontinuity adjustment not available.\n",
+ "Notice: B_NMDA discontinuity adjustment not available.\n",
+ "Warning: dt undefined. (declared within VERBATIM?)\n",
+ "Warning: next_delay_weight undefined. (declared within VERBATIM?)\n",
+ "Warning: next_delay_t undefined. (declared within VERBATIM?)\n",
+ "Thread Safe\n",
+ "Thread Safe\n",
+ "Translating ProbGABAAB_EMS.mod into /Users/ikilic/workspace/eFEL/examples/nmc-portal/L5_TTPC2_cADpyr232_1/arm64/ProbGABAAB_EMS.c\n",
+ "Notice: This mechanism cannot be used with CVODE\n",
+ "Notice: A_GABAA discontinuity adjustment not available.\n",
+ "Notice: B_GABAA discontinuity adjustment not available.\n",
+ "Notice: A_GABAB discontinuity adjustment not available.\n",
+ "Notice: B_GABAB discontinuity adjustment not available.\n",
+ "Warning: dt undefined. (declared within VERBATIM?)\n",
+ "Warning: next_delay_weight undefined. (declared within VERBATIM?)\n",
+ "Warning: next_delay_t undefined. (declared within VERBATIM?)\n",
+ "Thread Safe\n",
+ " -> \u001b[32mNMODL\u001b[0m .././mechanisms/SK_E2.mod\n",
+ " -> \u001b[32mNMODL\u001b[0m .././mechanisms/SKv3_1.mod\n",
+ " -> \u001b[32mCompiling\u001b[0m CaDynamics_E2.c\n",
+ "Translating SK_E2.mod into /Users/ikilic/workspace/eFEL/examples/nmc-portal/L5_TTPC2_cADpyr232_1/arm64/SK_E2.c\n",
+ "Thread Safe\n",
+ "Translating SKv3_1.mod into /Users/ikilic/workspace/eFEL/examples/nmc-portal/L5_TTPC2_cADpyr232_1/arm64/SKv3_1.c\n",
+ "Thread Safe\n",
+ " -> \u001b[32mCompiling\u001b[0m Ca_HVA.c\n",
+ " -> \u001b[32mCompiling\u001b[0m Ca_LVAst.c\n",
+ "\u001b[1m\u001b[1mCa_HVA.cCaDynamics_E2.c::4342::1818: \u001b[0m\u001b[1mCa_LVAst.c:43:18: \u001b[0m\u001b[0;1;35mwarning: \u001b[0m\u001b[1m:a function declaration without a prototype is deprecated in all versions of C and is treated as a zero-parameter prototype in C2x, conflicting with a previous declaration [-Wdeprecated-non-prototype] \u001b[0m\u001b[0m\n",
+ "\u001b[0;1;35m extern double *getarg();\n",
+ "\u001b[0;1;32m ^\u001b[0;1;35m\n",
+ "warning: \u001b[0m\u001b[0m\u001b[1ma function declaration without a prototype is deprecated in all versions of C and is treated as a zero-parameter prototype in C2x, conflicting with a previous declaration [-Wdeprecated-non-prototype]\u001b[0m\n",
+ " extern double *getarg();\n",
+ "\u001b[0;1;32m ^\n",
+ "warning: \u001b[0m\u001b[0m\u001b[1ma function declaration without a prototype is deprecated in all versions of C and is treated as a zero-parameter prototype in C2x, conflicting with a previous declaration [-Wdeprecated-non-prototype]\u001b[0m\n",
+ " extern double *getarg();\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/oc_ansi.h:49:16: \u001b[0m\u001b[0;1;30mnote: \u001b[0mconflicting prototype is here\u001b[0m\n",
+ "\u001b[1mextern double* getarg(int);\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/oc_ansi.h/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/oc_ansi.h\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17:: \u001b[0m49\u001b[0;1;30m:note: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^:1649: :\u001b[0m\u001b[0;1;30m16note: \n",
+ ":\u001b[0mconflicting prototype is here\u001b[0m\n",
+ "extern double* getarg(int);\n",
+ "\u001b[0;1;32m \u001b[0m ^\n",
+ "\u001b[0m\u001b[0m\u001b[0;1;30m\u001b[1mnote: /Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h\u001b[0m:conflicting prototype is here15\u001b[0m:\n",
+ "17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0mextern double* getarg(int);\n",
+ "\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m#define getarg hoc_getarg\u001b[1m\n",
+ "/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h\u001b[0;1;32m: ^15\n",
+ ":\u001b[0m17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1mCa_HVA.c:282:15: \u001b[0m\u001b[0;1;35mwarning: \u001b[0m\u001b[1mequality comparison with extraneous parentheses [-Wparentheses-equality]\u001b[0m\n",
+ " if ( ( v == - 27.0 ) ) {\n",
+ "\u001b[0;1;32m ~~~^~~~~~~~~\n",
+ "\u001b[0m\u001b[1mCa_HVA.c:282:15: \u001b[0m\u001b[0;1;30mnote: \u001b[0mremove extraneous parentheses around the comparison to silence this warning\u001b[0m\n",
+ " if ( ( v == - 27.0 ) ) {\n",
+ "\u001b[0;1;32m ~~ ^ ~~\n",
+ "\u001b[0m\u001b[1mCa_HVA.c:282:15: \u001b[0m\u001b[0;1;30mnote: \u001b[0muse '=' to turn this equality comparison into an assignment\u001b[0m\n",
+ " if ( ( v == - 27.0 ) ) {\n",
+ "\u001b[0;1;32m ^~\n",
+ "\u001b[0m\u001b[0;32m =\n",
+ "\u001b[0m1 warning generated.\n",
+ "1 warning generated.\n",
+ "2 warnings generated.\n",
+ " -> \u001b[32mCompiling\u001b[0m Ih.c\n",
+ " -> \u001b[32mCompiling\u001b[0m Im.c\n",
+ " -> \u001b[32mCompiling\u001b[0m K_Tst.c\n",
+ " -> \u001b[32mCompiling\u001b[0m K_Pst.c\n",
+ "\u001b[1mIm.c:43:18: \u001b[0m\u001b[0;1;35mwarning: \u001b[0m\u001b[1ma function declaration without a prototype is deprecated in all versions of C and is treated as a zero-parameter prototype in C2x, conflicting with a previous declaration [-Wdeprecated-non-prototype]\u001b[0m\n",
+ " extern double *getarg();\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/oc_ansi.h:49:16: \u001b[0m\u001b[0;1;30mnote: \u001b[0mconflicting prototype is here\u001b[0m\n",
+ "extern double* getarg(int);\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1mK_Pst.c:43:18: \u001b[0m\u001b[0;1;35mwarning: \u001b[0m\u001b[1ma function declaration without a prototype is deprecated in all versions of C and is treated as a zero-parameter prototype in C2x, conflicting with a previous declaration [-Wdeprecated-non-prototype]\u001b[0m\n",
+ " extern double *getarg();\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/oc_ansi.h:49:16: \u001b[0m\u001b[0;1;30mnote: \u001b[0mconflicting prototype is here\u001b[1mK_Tst.c:43:18: \u001b[0m\u001b[0;1;35mwarning: \u001b[0m\u001b[1ma function declaration without a prototype is deprecated in all versions of C and is treated as a zero-parameter prototype in C2x, conflicting with a previous declaration [-Wdeprecated-non-prototype]\u001b[0m\n",
+ "\u001b[0m\n",
+ " extern double *getarg();\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0mextern double* getarg(int);\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h\u001b[1m:/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h15::1517::17 :\u001b[0m \u001b[0;1;30m\u001b[0mnote: \u001b[0;1;30m\u001b[0mnote: expanded from macro 'getarg'\u001b[0m\u001b[0mexpanded from macro 'getarg'\n",
+ "\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/oc_ansi.h:49:16: \u001b[0m\u001b[0;1;30mnote: \u001b[0mconflicting prototype is here\u001b[0m\n",
+ "extern double* getarg(int);\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1mIh.c:43:18: \u001b[0m\u001b[0;1;35mwarning: \u001b[0m\u001b[1ma function declaration without a prototype is deprecated in all versions of C and is treated as a zero-parameter prototype in C2x, conflicting with a previous declaration [-Wdeprecated-non-prototype]\u001b[0m\n",
+ " extern double *getarg();\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/oc_ansi.h:49:16: \u001b[0m\u001b[0;1;30mnote: \u001b[0mconflicting prototype is here\u001b[0m\n",
+ "extern double* getarg(int);\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m1 warning generated.\n",
+ "1 warning generated.\n",
+ " -> \u001b[32mCompiling\u001b[0m NaTa_t.c\n",
+ "1 warning generated.\n",
+ " -> \u001b[32mCompiling\u001b[0m NaTs2_t.c\n",
+ "1 warning generated.\n",
+ " -> \u001b[32mCompiling\u001b[0m ProbAMPANMDA_EMS.c\n",
+ " -> \u001b[32mCompiling\u001b[0m Nap_Et2.c\n",
+ "\u001b[1mNaTa_t.c:43:18: \u001b[0m\u001b[0;1;35mwarning: \u001b[0m\u001b[1ma function declaration without a prototype is deprecated in all versions of C and is treated as a zero-parameter prototype in C2x, conflicting with a previous declaration [-Wdeprecated-non-prototype]\u001b[0m\n",
+ " extern double *getarg();\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/oc_ansi.h:49:16: \u001b[0m\u001b[0;1;30mnote: \u001b[0mconflicting prototype is here\u001b[0m\n",
+ "extern double* getarg(int);\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1mNaTs2_t.c:43:18: \u001b[0m\u001b[0;1;35mwarning: \u001b[0m\u001b[1ma function declaration without a prototype is deprecated in all versions of C and is treated as a zero-parameter prototype in C2x, conflicting with a previous declaration [-Wdeprecated-non-prototype]\u001b[0m\n",
+ " extern double *getarg();\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/oc_ansi.h:49:16: \u001b[0m\u001b[0;1;30mnote: \u001b[0mconflicting prototype is here\u001b[0m\n",
+ "extern double* getarg(int);\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1mNap_Et2.c:43:18: \u001b[0m\u001b[0;1;35mwarning: \u001b[0m\u001b[1ma function declaration without a prototype is deprecated in all versions of C and is treated as a zero-parameter prototype in C2x, conflicting with a previous declaration [-Wdeprecated-non-prototype]\u001b[0m\n",
+ " extern double *getarg();\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/oc_ansi.h:49:16: \u001b[0m\u001b[0;1;30mnote: \u001b[0mconflicting prototype is here\u001b[0m\n",
+ "extern double* getarg(int);\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1mProbAMPANMDA_EMS.c:45:18: \u001b[0m\u001b[0;1;35mwarning: \u001b[0m\u001b[1ma function declaration without a prototype is deprecated in all versions of C and is treated as a zero-parameter prototype in C2x, conflicting with a previous declaration [-Wdeprecated-non-prototype]\u001b[0m\n",
+ " extern double *getarg();\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/oc_ansi.h:49:16: \u001b[0m\u001b[0;1;30mnote: \u001b[0mconflicting prototype is here\u001b[0m\n",
+ "extern double* getarg(int);\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1mProbAMPANMDA_EMS.c:524:32: \u001b[0m\u001b[0;1;35mwarning: \u001b[0m\u001b[1ma function declaration without a prototype is deprecated in all versions of C and is treated as a zero-parameter prototype in C2x, conflicting with a previous declaration [-Wdeprecated-non-prototype]\u001b[0m\n",
+ " if (_tsav > t){ extern char* hoc_object_name(); hoc_execerror(hoc_object_name(_pnt->ob), \":Event arrived out of order. Must call ParallelContext.set_maxstep AFTER assigning minimum NetCon.delay\");}\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/oc_ansi.h:46:14: \u001b[0m\u001b[0;1;30mnote: \u001b[0mconflicting prototype is here\u001b[0m\n",
+ "extern char* hoc_object_name(Object*);\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m1 warning generated.\n",
+ "1 warning generated.\n",
+ " -> \u001b[32mCompiling\u001b[0m ProbGABAAB_EMS.c\n",
+ " -> \u001b[32mCompiling\u001b[0m SK_E2.c\n",
+ "1 warning generated.\n",
+ " -> \u001b[32mCompiling\u001b[0m SKv3_1.c\n",
+ "\u001b[1mSK_E2.c:43:18: \u001b[0m\u001b[0;1;35mwarning: \u001b[0m\u001b[1ma function declaration without a prototype is deprecated in all versions of C and is treated as a zero-parameter prototype in C2x, conflicting with a previous declaration [-Wdeprecated-non-prototype]\u001b[0m\n",
+ " extern double *getarg();\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/oc_ansi.h:49:16: \u001b[0m\u001b[0;1;30mnote: \u001b[0mconflicting prototype is here\u001b[0m\n",
+ "extern double* getarg(int);\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1mProbGABAAB_EMS.c:45:18: \u001b[0m\u001b[0;1;35mwarning: \u001b[0m\u001b[1ma function declaration without a prototype is deprecated in all versions of C and is treated as a zero-parameter prototype in C2x, conflicting with a previous declaration [-Wdeprecated-non-prototype]\u001b[0m\n",
+ " extern double *getarg();\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/oc_ansi.h:49:16: \u001b[0m\u001b[0;1;30mnote: \u001b[0mconflicting prototype is here\u001b[0m\n",
+ "extern double* getarg(int);\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1mProbGABAAB_EMS.c:516:32: \u001b[0m\u001b[0;1;35mwarning: \u001b[0m\u001b[1ma function declaration without a prototype is deprecated in all versions of C and is treated as a zero-parameter prototype in C2x, conflicting with a previous declaration [-Wdeprecated-non-prototype]\u001b[0m\n",
+ " if (_tsav > t){ extern char* hoc_object_name(); hoc_execerror(hoc_object_name(_pnt->ob), \":Event arrived out of order. Must call ParallelContext.set_maxstep AFTER assigning minimum NetCon.delay\");}\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/oc_ansi.h:46:14: \u001b[0m\u001b[0;1;30mnote: \u001b[0mconflicting prototype is here\u001b[0m\n",
+ "extern char* hoc_object_name(Object*);\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m1 warning generated.\n",
+ "\u001b[1mSKv3_1.c:43:18: \u001b[0m\u001b[0;1;35mwarning: \u001b[0m\u001b[1ma function declaration without a prototype is deprecated in all versions of C and is treated as a zero-parameter prototype in C2x, conflicting with a previous declaration [-Wdeprecated-non-prototype]\u001b[0m\n",
+ " extern double *getarg();\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/oc_ansi.h:49:16: \u001b[0m\u001b[0;1;30mnote: \u001b[0mconflicting prototype is here\u001b[0m\n",
+ "extern double* getarg(int);\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m\u001b[1m/Users/ikilic/workspace/.venv/lib/python3.11/site-packages/neuron/.data/include/hocdec.h:15:17: \u001b[0m\u001b[0;1;30mnote: \u001b[0mexpanded from macro 'getarg'\u001b[0m\n",
+ "#define getarg hoc_getarg\n",
+ "\u001b[0;1;32m ^\n",
+ "\u001b[0m2 warnings generated.\n",
+ "1 warning generated.\n",
+ "2 warnings generated.\n",
+ " => \u001b[32mLINKING\u001b[0m shared library ./libnrnmech.dylib\n",
+ " => \u001b[32mLINKING\u001b[0m executable ./special LDFLAGS are: \n",
+ "ld: warning: ignoring duplicate libraries: '-lnrnmech'\n",
+ "Successfully created arm64/special\n"
]
}
],
"source": [
- "!nrnivmodl mechanisms"
+ "!nrnivmodl ./mechanisms"
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
@@ -175,16 +507,29 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 17,
"metadata": {
"collapsed": false
},
"outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Warning: no DISPLAY environment variable.\n",
+ "--No graphics will be displayed.\n"
+ ]
+ },
{
"name": "stdout",
"output_type": "stream",
"text": [
"Loading constants\n",
+ "Setting temperature to 34.000000 C\n",
+ "Setting simulation time step to 0.025000 ms\n",
+ "\t1 \n",
+ "\t1 \n",
+ "\t1 \n",
"Loading cell cADpyr232_L5_TTPC2_8052133265\n",
"Attaching stimulus electrodes\n",
"Setting up step current clamp: amp=0.593063 nA, delay=700.000000 ms, duration=2000.000000 ms\n",
@@ -216,9 +561,9 @@
},
{
"data": {
- "image/png": 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",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -226,9 +571,9 @@
},
{
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bjn/7m/uQIe5f+1rYVVGu//1f9y99KfRGbrstlFVJ4+bufv/9IbH9/e9hd9Bm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\nREQkMf8PT+vC5+aO2VAAAAAASUVORK5CYII=\n",
+ "image/png": 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",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -236,9 +581,9 @@
},
{
"data": {
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vv39Yibpzwgmdt1LfeCNs/Y4ZUzxJdOXQQ9s3fO+8E7YeP/pR99mzSy/nkkvc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\niEhilFRERCQx/x+ZrB7YV0dpiwAAAABJRU5ErkJggg==\n",
+ "image/png": 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",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -251,6 +596,7 @@
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
@@ -259,7 +605,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 18,
"metadata": {
"collapsed": false
},
@@ -275,6 +621,7 @@
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
@@ -283,7 +630,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 19,
"metadata": {
"collapsed": true
},
@@ -300,6 +647,7 @@
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
@@ -308,7 +656,7 @@
},
{
"cell_type": "code",
- "execution_count": 19,
+ "execution_count": 20,
"metadata": {
"collapsed": false
},
@@ -318,6 +666,7 @@
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {
"collapsed": true
@@ -328,16 +677,16 @@
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": 21,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
- "image/png": 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",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -355,6 +704,7 @@
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
@@ -370,9 +720,9 @@
"outputs": [
{
"data": {
- "image/png": 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//av7oVuPavLhb/g5tMdoX7Wq9RgNDdJ/DhnhNZuv34CuXBl66z17hvcrV0P8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\nRklFREQio6QiIiKRUVIREZHI/H+mQyKBEiqz4AAAAABJRU5ErkJggg==\n",
+ "image/png": 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",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -380,9 +730,9 @@
},
{
"data": {
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ZZaq33556/ttvqx53nGplZfuNUNzIkarPPpt83vvvu41+xAjVt97KrLyzz1b9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\nD4lr4fW2q+uaAAAAAElFTkSuQmCC\n",
+ "image/png": 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",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -390,9 +740,9 @@
},
{
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GPXenKrdYBK/JVVV67IgGra9PPc6mTao77pi6oUj4wx/citbYmPn3syWDp59W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\naWB0qedfXPZURuGOs6xS1S3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+ "image/png": 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",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -418,21 +768,21 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 2",
+ "display_name": ".venv",
"language": "python",
- "name": "python2"
+ "name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
- "version": 2
+ "version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
- "pygments_lexer": "ipython2",
- "version": "2.7.10"
+ "pygments_lexer": "ipython3",
+ "version": "3.11.4"
}
},
"nbformat": 4,
diff --git a/examples/nmc-portal/mechanisms/Grc_kca.mod b/examples/nmc-portal/mechanisms/Grc_kca.mod
new file mode 100644
index 00000000..ce3f4f84
--- /dev/null
+++ b/examples/nmc-portal/mechanisms/Grc_kca.mod
@@ -0,0 +1,99 @@
+TITLE Cerebellum Granule Cell Model
+
+COMMENT
+ Reference: Theta-Frequency Bursting and Resonance in Cerebellar Granule Cells:Experimental
+ Evidence and Modeling of a Slow K+-Dependent Mechanism
+ Egidio D'Angelo,Thierry Nieus,Arianna Maffei,Simona Armano,Paola Rossi,Vanni Taglietti,
+ Andrea Fontana and Giovanni Naldi
+ENDCOMMENT
+
+NEURON {
+ SUFFIX GrC_KCa
+ USEION k READ ek WRITE ik
+ USEION ca READ cai
+ RANGE gkbar, ik, ica, g, alpha_c, beta_c
+ RANGE Aalpha_c, Balpha_c, Kalpha_c
+ RANGE Abeta_c, Bbeta_c, Kbeta_c
+ RANGE c_inf, tau_c
+}
+
+UNITS {
+ (mA) = (milliamp)
+ (mV) = (millivolt)
+ (molar) = (1/liter)
+ (mM) = (millimolar)
+}
+
+PARAMETER {
+ Aalpha_c = 2.5 (/ms)
+ Balpha_c = 1.5e-3 (mM)
+
+ :Kalpha_c = -0.085 (/mV)
+ Kalpha_c = -11.765 (mV)
+
+ Abeta_c = 1.5 (/ms)
+ Bbeta_c = 0.15e-3 (mM)
+
+ :Kbeta_c = -0.085 (/mV)
+ Kbeta_c = -11.765 (mV)
+
+ v (mV)
+ cai (mM)
+ gkbar= 0.004 (mho/cm2)
+ ek = -84.69 (mV)
+ celsius = 30 (degC)
+}
+
+STATE {
+ c
+}
+
+ASSIGNED {
+ ik (mA/cm2)
+ ica (mA/cm2)
+
+ c_inf
+ tau_c (ms)
+ g (mho/cm2)
+ alpha_c (/ms)
+ beta_c (/ms)
+}
+
+INITIAL {
+ rate(v)
+ c = c_inf
+}
+
+BREAKPOINT {
+ SOLVE states METHOD derivimplicit
+ g = gkbar*c
+ ik = g*(v - ek)
+ alpha_c = alp_c(v)
+ beta_c = bet_c(v)
+}
+
+DERIVATIVE states {
+ rate(v)
+ c' =(c_inf - c)/tau_c
+}
+
+FUNCTION alp_c(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-30(degC))/10(degC))
+ alp_c = Q10*Aalpha_c/(1+(Balpha_c*exp(v/Kalpha_c)/cai))
+}
+
+FUNCTION bet_c(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-30(degC))/10(degC))
+ bet_c = Q10*Abeta_c/(1+cai/(Bbeta_c*exp(v/Kbeta_c)))
+}
+
+PROCEDURE rate(v (mV)) {LOCAL a_c, b_c
+ TABLE c_inf, tau_c
+ DEPEND Aalpha_c, Balpha_c, Kalpha_c,
+ Abeta_c, Bbeta_c, Kbeta_c, celsius FROM -100 TO 100 WITH 200
+ a_c = alp_c(v)
+ b_c = bet_c(v)
+ tau_c = 1/(a_c + b_c)
+ c_inf = a_c/(a_c + b_c)
+}
+
diff --git a/examples/nmc-portal/mechanisms/Grc_lkg2.mod b/examples/nmc-portal/mechanisms/Grc_lkg2.mod
new file mode 100644
index 00000000..3784435c
--- /dev/null
+++ b/examples/nmc-portal/mechanisms/Grc_lkg2.mod
@@ -0,0 +1,36 @@
+TITLE Cerebellum Granule Cell Model
+
+COMMENT
+ Reference: Theta-Frequency Bursting and Resonance in Cerebellar Granule Cells:Experimental
+ Evidence and Modeling of a Slow K+-Dependent Mechanism
+ Egidio D'Angelo,Thierry Nieus,Arianna Maffei,Simona Armano,Paola Rossi,Vanni Taglietti,
+ Andrea Fontana and Giovanni Naldi
+ENDCOMMENT
+
+NEURON {
+ SUFFIX GrC_Lkg2
+ NONSPECIFIC_CURRENT il
+ RANGE egaba, ggaba , i
+}
+
+UNITS {
+ (mA) = (milliamp)
+ (mV) = (millivolt)
+}
+
+PARAMETER {
+ v (mV)
+ ggaba = 2.17e-5 (mho/cm2)
+ celsius = 30 (degC)
+ egaba = -65 (mV)
+}
+
+ASSIGNED {
+ il (mA/cm2)
+ i (mA/cm2)
+}
+
+BREAKPOINT {
+ il = ggaba*(v - egaba)
+ i =il
+}
diff --git a/examples/nmc-portal/mechanisms/Grg_kv.mod b/examples/nmc-portal/mechanisms/Grg_kv.mod
new file mode 100644
index 00000000..83e1b211
--- /dev/null
+++ b/examples/nmc-portal/mechanisms/Grg_kv.mod
@@ -0,0 +1,97 @@
+TITLE Cerebellum Granule Cell Model
+
+COMMENT
+ Reference: Theta-Frequency Bursting and Resonance in Cerebellar Granule Cells:Experimental
+ Evidence and Modeling of a Slow K+-Dependent Mechanism
+ Egidio D'Angelo,Thierry Nieus,Arianna Maffei,Simona Armano,Paola Rossi,Vanni Taglietti,
+ Andrea Fontana and Giovanni Naldi
+ENDCOMMENT
+
+NEURON {
+ SUFFIX GrG_KV
+ USEION k READ ek WRITE ik
+ RANGE gkbar, ik, g, alpha_n, beta_n
+ RANGE Aalpha_n, Kalpha_n, V0alpha_n
+ RANGE Abeta_n, Kbeta_n, V0beta_n
+ RANGE n_inf, tau_n
+}
+
+UNITS {
+ (mA) = (milliamp)
+ (mV) = (millivolt)
+}
+
+PARAMETER {
+ :Kbeta_n = -0.0125 (/mV)
+
+ Aalpha_n = -0.01 (/ms-mV)
+ Kalpha_n = -10 (mV)
+ V0alpha_n = -25 (mV)
+ Abeta_n = 0.125 (/ms)
+
+ Kbeta_n = -80 (mV)
+ V0beta_n = -35 (mV)
+ v (mV)
+ gkbar= 0.003 (mho/cm2)
+ ek = -84.69 (mV)
+ celsius = 30 (degC)
+}
+
+STATE {
+ n
+}
+
+ASSIGNED {
+ ik (mA/cm2)
+ n_inf
+ tau_n (ms)
+ g (mho/cm2)
+ alpha_n (/ms)
+ beta_n (/ms)
+}
+
+INITIAL {
+ rate(v)
+ n = n_inf
+}
+
+BREAKPOINT {
+ SOLVE states METHOD derivimplicit
+ g = gkbar*n*n*n*n
+ ik = g*(v - ek)
+ alpha_n = alp_n(v)
+ beta_n = bet_n(v)
+}
+
+DERIVATIVE states {
+ rate(v)
+ n' =(n_inf - n)/tau_n
+}
+
+FUNCTION alp_n(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-6.3(degC))/10(degC))
+ alp_n = Q10*Aalpha_n*linoid(v-V0alpha_n, Kalpha_n)
+}
+
+FUNCTION bet_n(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-6.3(degC))/10(degC))
+ bet_n = Q10*Abeta_n*exp((v-V0beta_n)/Kbeta_n)
+}
+
+PROCEDURE rate(v (mV)) {LOCAL a_n, b_n
+ TABLE n_inf, tau_n
+ DEPEND Aalpha_n, Kalpha_n, V0alpha_n,
+ Abeta_n, Kbeta_n, V0beta_n, celsius FROM -100 TO 100 WITH 200
+ a_n = alp_n(v)
+ b_n = bet_n(v)
+ tau_n = 1/(a_n + b_n)
+ n_inf = a_n/(a_n + b_n)
+}
+
+FUNCTION linoid(x (mV),y (mV)) (mV) {
+ if (fabs(x/y) < 1e-6) {
+ linoid = y*(1 - x/y/2)
+ }else{
+ linoid = x/(exp(x/y) - 1)
+ }
+}
diff --git a/examples/nmc-portal/mechanisms/grc_ca.mod b/examples/nmc-portal/mechanisms/grc_ca.mod
new file mode 100644
index 00000000..a986bc70
--- /dev/null
+++ b/examples/nmc-portal/mechanisms/grc_ca.mod
@@ -0,0 +1,126 @@
+TITLE Cerebellum Granule Cell Model
+
+COMMENT
+ Reference: Theta-Frequency Bursting and Resonance in Cerebellar Granule Cells:Experimental
+ Evidence and Modeling of a Slow K+-Dependent Mechanism
+ Egidio D'Angelo,Thierry Nieus,Arianna Maffei,Simona Armano,Paola Rossi,Vanni Taglietti,
+ Andrea Fontana and Giovanni Naldi
+ENDCOMMENT
+
+NEURON {
+ SUFFIX GrC_CaHVA
+ USEION ca READ eca WRITE ica
+ RANGE gcabar, ica, g, alpha_s, beta_s, alpha_u, beta_u
+ RANGE Aalpha_s, Kalpha_s, V0alpha_s
+ RANGE Abeta_s, Kbeta_s, V0beta_s
+ RANGE Aalpha_u, Kalpha_u, V0alpha_u
+ RANGE Abeta_u, Kbeta_u, V0beta_u
+ RANGE s_inf, tau_s, u_inf, tau_u
+}
+
+UNITS {
+ (mA) = (milliamp)
+ (mV) = (millivolt)
+}
+
+PARAMETER {
+
+
+ Aalpha_s = 0.04944 (/ms)
+ Kalpha_s = 15.87301587302 (mV)
+ V0alpha_s = -29.06 (mV)
+
+ Abeta_s = 0.08298 (/ms)
+ Kbeta_s = -25.641 (mV)
+ V0beta_s = -18.66 (mV)
+
+ Aalpha_u = 0.0013 (/ms)
+ Kalpha_u = -18.183 (mV)
+ V0alpha_u = -48 (mV)
+
+ Abeta_u = 0.0013 (/ms)
+ Kbeta_u = 83.33 (mV)
+ V0beta_u = -48 (mV)
+
+ v (mV)
+ gcabar= 0.00046 (mho/cm2)
+ eca = 129.33 (mV)
+ celsius = 30 (degC)
+}
+
+STATE {
+ s
+ u
+}
+
+ASSIGNED {
+ ica (mA/cm2)
+ s_inf
+ u_inf
+ tau_s (ms)
+ tau_u (ms)
+ g (mho/cm2)
+ alpha_s (/ms)
+ beta_s (/ms)
+ alpha_u (/ms)
+ beta_u (/ms)
+}
+
+INITIAL {
+ rate(v)
+ s = s_inf
+ u = u_inf
+}
+
+BREAKPOINT {
+ SOLVE states METHOD derivimplicit
+ g = gcabar*s*s*u
+ ica = g*(v - eca)
+ alpha_s = alp_s(v)
+ beta_s = bet_s(v)
+ alpha_u = alp_u(v)
+ beta_u = bet_u(v)
+}
+
+DERIVATIVE states {
+ rate(v)
+ s' =(s_inf - s)/tau_s
+ u' =(u_inf - u)/tau_u
+}
+
+FUNCTION alp_s(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-20(degC))/10(degC))
+ alp_s = Q10*Aalpha_s*exp((v-V0alpha_s)/Kalpha_s)
+}
+
+FUNCTION bet_s(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-20(degC))/10(degC))
+ bet_s = Q10*Abeta_s*exp((v-V0beta_s)/Kbeta_s)
+}
+
+FUNCTION alp_u(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-20(degC))/10(degC))
+ alp_u = Q10*Aalpha_u*exp((v-V0alpha_u)/Kalpha_u)
+}
+
+FUNCTION bet_u(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-20(degC))/10(degC))
+ bet_u = Q10*Abeta_u*exp((v-V0beta_u)/Kbeta_u)
+}
+
+PROCEDURE rate(v (mV)) {LOCAL a_s, b_s, a_u, b_u
+ TABLE s_inf, tau_s, u_inf, tau_u
+ DEPEND Aalpha_s, Kalpha_s, V0alpha_s,
+ Abeta_s, Kbeta_s, V0beta_s,
+ Aalpha_u, Kalpha_u, V0alpha_u,
+ Abeta_u, Kbeta_u, V0beta_u, celsius FROM -100 TO 100 WITH 200
+ a_s = alp_s(v)
+ b_s = bet_s(v)
+ a_u = alp_u(v)
+ b_u = bet_u(v)
+ s_inf = a_s/(a_s + b_s)
+ tau_s = 1/(a_s + b_s)
+ u_inf = a_u/(a_u + b_u)
+ tau_u = 1/(a_u + b_u)
+}
+
diff --git a/examples/nmc-portal/mechanisms/grc_calc.mod b/examples/nmc-portal/mechanisms/grc_calc.mod
new file mode 100644
index 00000000..1bad7faa
--- /dev/null
+++ b/examples/nmc-portal/mechanisms/grc_calc.mod
@@ -0,0 +1,49 @@
+TITLE Cerebellum Granule Cell Model
+
+COMMENT
+ Reference: Theta-Frequency Bursting and Resonance in Cerebellar Granule Cells:Experimental
+ Evidence and Modeling of a Slow K+-Dependent Mechanism
+ Egidio D'Angelo,Thierry Nieus,Arianna Maffei,Simona Armano,Paola Rossi,Vanni Taglietti,
+ Andrea Fontana and Giovanni Naldi
+ENDCOMMENT
+
+NEURON {
+ SUFFIX Calc
+ USEION ca READ ica, cao WRITE cai
+ RANGE d, beta, cai0
+}
+
+UNITS {
+ (mV) = (millivolt)
+ (mA) = (milliamp)
+ (um) = (micron)
+ (molar) = (1/liter)
+ (mM) = (millimolar)
+ F = (faraday) (coulomb)
+}
+
+PARAMETER {
+ ica (mA/cm2)
+ celsius = 30 (degC)
+ d = .2 (um)
+ cao = 2. (mM)
+ cai0 = 1e-4 (mM)
+ beta = 1.5 (/ms)
+}
+
+STATE {
+ cai (mM)
+}
+
+INITIAL {
+ cai = cai0
+}
+
+BREAKPOINT {
+ SOLVE conc METHOD derivimplicit
+}
+
+DERIVATIVE conc {
+ cai' = -ica/(2*F*d)*(1e4) - beta*(cai-cai0)
+}
+
diff --git a/examples/nmc-portal/mechanisms/grc_ka.mod b/examples/nmc-portal/mechanisms/grc_ka.mod
new file mode 100644
index 00000000..5af7c902
--- /dev/null
+++ b/examples/nmc-portal/mechanisms/grc_ka.mod
@@ -0,0 +1,139 @@
+TITLE Cerebellum Granule Cell Model
+
+COMMENT
+ Reference: Theta-Frequency Bursting and Resonance in Cerebellar Granule Cells:Experimental
+ Evidence and Modeling of a Slow K+-Dependent Mechanism
+ Egidio D'Angelo,Thierry Nieus,Arianna Maffei,Simona Armano,Paola Rossi,Vanni Taglietti,
+ Andrea Fontana and Giovanni Naldi
+ENDCOMMENT
+
+NEURON {
+ SUFFIX GrC_KA
+ USEION k READ ek WRITE ik
+ RANGE gkbar, ik, g, alpha_a, beta_a, alpha_b, beta_b
+ RANGE Aalpha_a, Kalpha_a, V0alpha_a
+ RANGE Abeta_a, Kbeta_a, V0beta_a
+ RANGE Aalpha_b, Kalpha_b, V0alpha_b
+ RANGE Abeta_b, Kbeta_b, V0beta_b
+ RANGE V0_ainf, K_ainf, V0_binf, K_binf
+ RANGE a_inf, tau_a, b_inf, tau_b
+}
+
+UNITS {
+ (mA) = (milliamp)
+ (mV) = (millivolt)
+}
+
+PARAMETER {
+ Aalpha_a = 4.88826 (/ms)
+ Kalpha_a = -23.32708 (mV)
+ V0alpha_a = -9.17203 (mV)
+ Abeta_a = 0.99285 (/ms)
+ Kbeta_a = 19.47175 (mV)
+ V0beta_a = -18.27914 (mV)
+
+ Aalpha_b = 0.11042 (/ms)
+ Kalpha_b = 12.8433 (mV)
+ V0alpha_b = -111.33209 (mV)
+ Abeta_b = 0.10353 (/ms)
+ Kbeta_b = -8.90123 (mV)
+ V0beta_b = -49.9537 (mV)
+
+ V0_ainf = -46.7 (mV)
+ K_ainf = -19.8 (mV)
+
+ V0_binf = -78.8 (mV)
+ K_binf = 8.4 (mV)
+ v (mV)
+ gkbar= 0.004 (mho/cm2)
+ ek = -84.69 (mV)
+ celsius = 30 (degC)
+}
+
+STATE {
+ a
+ b
+}
+
+ASSIGNED {
+ ik (mA/cm2)
+ a_inf
+ b_inf
+ tau_a (ms)
+ tau_b (ms)
+ g (mho/cm2)
+ alpha_a (/ms)
+ beta_a (/ms)
+ alpha_b (/ms)
+ beta_b (/ms)
+}
+
+INITIAL {
+ rate(v)
+ a = a_inf
+ b = b_inf
+}
+
+BREAKPOINT {
+ SOLVE states METHOD derivimplicit
+ g = gkbar*a*a*a*b
+ ik = g*(v - ek)
+ alpha_a = alp_a(v)
+ beta_a = bet_a(v)
+ alpha_b = alp_b(v)
+ beta_b = bet_b(v)
+}
+
+DERIVATIVE states {
+ rate(v)
+ a' =(a_inf - a)/tau_a
+ b' =(b_inf - b)/tau_b
+}
+
+FUNCTION alp_a(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-20(degC))/10(degC))
+ alp_a = Q10*Aalpha_a*sigm(v-V0alpha_a,Kalpha_a)
+}
+
+FUNCTION bet_a(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-20(degC))/10(degC))
+ bet_a = Q10*Abeta_a/(exp((v-V0beta_a)/Kbeta_a))
+}
+
+FUNCTION alp_b(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-20(degC))/10(degC))
+ alp_b = Q10*Aalpha_b*sigm(v-V0alpha_b,Kalpha_b)
+}
+
+FUNCTION bet_b(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-20(degC))/10(degC))
+ bet_b = Q10*Abeta_b*sigm(v-V0beta_b,Kbeta_b)
+}
+
+PROCEDURE rate(v (mV)) {LOCAL a_a, b_a, a_b, b_b
+ TABLE a_inf, tau_a, b_inf, tau_b
+ DEPEND Aalpha_a, Kalpha_a, V0alpha_a,
+ Abeta_a, Kbeta_a, V0beta_a,
+ Aalpha_b, Kalpha_b, V0alpha_b,
+ Abeta_b, Kbeta_b, V0beta_b, celsius FROM -100 TO 100 WITH 200
+ a_a = alp_a(v)
+ b_a = bet_a(v)
+ a_b = alp_b(v)
+ b_b = bet_b(v)
+ a_inf = 1/(1+exp((v-V0_ainf)/K_ainf))
+ tau_a = 1/(a_a + b_a)
+ b_inf = 1/(1+exp((v-V0_binf)/K_binf))
+ tau_b = 1/(a_b + b_b)
+}
+
+FUNCTION linoid(x (mV),y (mV)) (mV) {
+ if (fabs(x/y) < 1e-6) {
+ linoid = y*(1 - x/y/2)
+ }else{
+ linoid = x/(exp(x/y) - 1)
+ }
+}
+
+FUNCTION sigm(x (mV),y (mV)) {
+ sigm = 1/(exp(x/y) + 1)
+}
diff --git a/examples/nmc-portal/mechanisms/grc_kir.mod b/examples/nmc-portal/mechanisms/grc_kir.mod
new file mode 100644
index 00000000..60389dd0
--- /dev/null
+++ b/examples/nmc-portal/mechanisms/grc_kir.mod
@@ -0,0 +1,93 @@
+TITLE Cerebellum Granule Cell Model
+
+COMMENT
+ Reference: Theta-Frequency Bursting and Resonance in Cerebellar Granule Cells:Experimental
+ Evidence and Modeling of a Slow K+-Dependent Mechanism
+ Egidio D'Angelo,Thierry Nieus,Arianna Maffei,Simona Armano,Paola Rossi,Vanni Taglietti,
+ Andrea Fontana and Giovanni Naldi
+ENDCOMMENT
+
+NEURON {
+ SUFFIX GrC_Kir
+ USEION k READ ek WRITE ik
+ RANGE gkbar, ik, g, alpha_d, beta_d
+ RANGE Aalpha_d, Kalpha_d, V0alpha_d
+ RANGE Abeta_d, Kbeta_d, V0beta_d
+ RANGE d_inf, tau_d
+}
+
+UNITS {
+ (mA) = (milliamp)
+ (mV) = (millivolt)
+}
+
+PARAMETER {
+ Aalpha_d = 0.13289 (/ms)
+
+
+ Kalpha_d = -24.3902 (mV)
+
+ V0alpha_d = -83.94 (mV)
+ Abeta_d = 0.16994 (/ms)
+
+
+ Kbeta_d = 35.714 (mV)
+
+ V0beta_d = -83.94 (mV)
+ v (mV)
+ gkbar = 0.0009 (mho/cm2)
+ ek = -84.69 (mV)
+ celsius = 30 (degC)
+}
+
+STATE {
+ d
+}
+
+ASSIGNED {
+ ik (mA/cm2)
+ d_inf
+ tau_d (ms)
+ g (mho/cm2)
+ alpha_d (/ms)
+ beta_d (/ms)
+}
+
+INITIAL {
+ rate(v)
+ d = d_inf
+}
+
+BREAKPOINT {
+ SOLVE states METHOD derivimplicit
+ g = gkbar*d
+ ik = g*(v - ek)
+ alpha_d = alp_d(v)
+ beta_d = bet_d(v)
+}
+
+DERIVATIVE states {
+ rate(v)
+ d' =(d_inf - d)/tau_d
+}
+
+FUNCTION alp_d(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-20(degC))/10(degC))
+ alp_d = Q10*Aalpha_d*exp((v-V0alpha_d)/Kalpha_d)
+}
+
+FUNCTION bet_d(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-20(degC))/10(degC))
+ bet_d = Q10*Abeta_d*exp((v-V0beta_d)/Kbeta_d)
+}
+
+PROCEDURE rate(v (mV)) {LOCAL a_d, b_d
+ TABLE d_inf, tau_d
+ DEPEND Aalpha_d, Kalpha_d, V0alpha_d,
+ Abeta_d, Kbeta_d, V0beta_d, celsius FROM -100 TO 100 WITH 200
+ a_d = alp_d(v)
+ b_d = bet_d(v)
+ tau_d = 1/(a_d + b_d)
+ d_inf = a_d/(a_d + b_d)
+}
+
diff --git a/examples/nmc-portal/mechanisms/grc_lkg1.mod b/examples/nmc-portal/mechanisms/grc_lkg1.mod
new file mode 100644
index 00000000..1a070fc8
--- /dev/null
+++ b/examples/nmc-portal/mechanisms/grc_lkg1.mod
@@ -0,0 +1,36 @@
+TITLE Cerebellum Granule Cell Model
+
+COMMENT
+ Reference: Theta-Frequency Bursting and Resonance in Cerebellar Granule Cells:Experimental
+ Evidence and Modeling of a Slow K+-Dependent Mechanism
+ Egidio D'Angelo,Thierry Nieus,Arianna Maffei,Simona Armano,Paola Rossi,Vanni Taglietti,
+ Andrea Fontana and Giovanni Naldi
+ENDCOMMENT
+
+NEURON {
+ SUFFIX GrC_Lkg1
+ NONSPECIFIC_CURRENT il
+ RANGE el, gl,i
+}
+
+UNITS {
+ (mA) = (milliamp)
+ (mV) = (millivolt)
+}
+
+PARAMETER {
+ v (mV)
+ gl = 5.68e-5 (mho/cm2)
+ celsius = 30 (degC)
+ el = -58 (mV)
+}
+
+ASSIGNED {
+ il (mA/cm2)
+ i (mA/cm2)
+}
+
+BREAKPOINT {
+ il = gl*(v - el)
+ i = il
+}
diff --git a/examples/nmc-portal/mechanisms/grc_pna.mod b/examples/nmc-portal/mechanisms/grc_pna.mod
new file mode 100644
index 00000000..a77b9797
--- /dev/null
+++ b/examples/nmc-portal/mechanisms/grc_pna.mod
@@ -0,0 +1,100 @@
+TITLE Cerebellum Granule Cell Model
+
+COMMENT
+ Reference: Theta-Frequency Bursting and Resonance in Cerebellar Granule Cells:Experimental
+ Evidence and Modeling of a Slow K+-Dependent Mechanism
+ Egidio D'Angelo,Thierry Nieus,Arianna Maffei,Simona Armano,Paola Rossi,Vanni Taglietti,
+ Andrea Fontana and Giovanni Naldi
+ENDCOMMENT
+
+NEURON {
+ SUFFIX GrC_pNa
+ USEION na READ ena WRITE ina
+ RANGE gnabar, ina, g, alpha_m, beta_m
+ RANGE Aalpha_m, Kalpha_m, V0alpha_m
+ RANGE Abeta_m, Kbeta_m, V0beta_m
+ RANGE V0_minf, B_minf
+ RANGE m_inf, tau_m
+}
+
+UNITS {
+ (mA) = (milliamp)
+ (mV) = (millivolt)
+}
+
+PARAMETER {
+ Aalpha_m = -0.091 (/mV-ms)
+ Kalpha_m = -5 (mV)
+ V0alpha_m = -42 (mV)
+ Abeta_m = 0.062 (/mV-ms)
+ Kbeta_m = 5 (mV)
+ V0beta_m = -42 (mV)
+ V0_minf = -42 (mV)
+ B_minf = 5 (mV)
+ v (mV)
+ gnabar= 2e-5 (mho/cm2)
+ ena = 87.39 (mV)
+ celsius = 30 (degC)
+}
+
+STATE {
+ m
+}
+
+ASSIGNED {
+ ina (mA/cm2)
+ m_inf
+ tau_m (ms)
+ g (mho/cm2)
+ alpha_m (/ms)
+ beta_m (/ms)
+}
+
+INITIAL {
+ rate(v)
+ m = m_inf
+}
+
+BREAKPOINT {
+ SOLVE states METHOD derivimplicit
+ g = gnabar*m
+ ina = g*(v - ena)
+ alpha_m = alp_m(v)
+ beta_m = bet_m(v)
+}
+
+DERIVATIVE states {
+ rate(v)
+ m' =(m_inf - m)/tau_m
+}
+
+FUNCTION alp_m(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-30(degC))/10(degC))
+ alp_m = Q10 * Aalpha_m*linoid(v-V0alpha_m, Kalpha_m)
+}
+
+FUNCTION bet_m(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-30(degC))/10(degC))
+ bet_m = Q10 * Abeta_m*linoid(v-V0beta_m, Kbeta_m)
+}
+
+PROCEDURE rate(v (mV)) {LOCAL a_m, b_m
+ TABLE m_inf, tau_m
+ DEPEND Aalpha_m, Kalpha_m, V0alpha_m,
+ Abeta_m, Kbeta_m, V0beta_m, celsius FROM -100 TO 100 WITH 200
+ a_m = alp_m(v)
+ b_m = bet_m(v)
+: m_inf = a_m/(a_m + b_m)
+ m_inf = 1/(1+exp(-(v-V0_minf)/B_minf))
+ tau_m = 5/(a_m + b_m)
+}
+
+FUNCTION linoid(x (mV),y (mV)) (mV) {
+ if (fabs(x/y) < 1e-6) {
+ linoid = y*(1 - x/y/2)
+ }else{
+ linoid = x/(exp(x/y) - 1)
+ }
+}
+
+
diff --git a/examples/nmc-portal/mechanisms/grg_km.mod b/examples/nmc-portal/mechanisms/grg_km.mod
new file mode 100644
index 00000000..b9e84726
--- /dev/null
+++ b/examples/nmc-portal/mechanisms/grg_km.mod
@@ -0,0 +1,97 @@
+TITLE Cerebellum Granule Cell Model
+
+COMMENT
+ Reference: Theta-Frequency Bursting and Resonance in Cerebellar Granule Cells:Experimental
+ Evidence and Modeling of a Slow K+-Dependent Mechanism
+ Egidio D'Angelo,Thierry Nieus,Arianna Maffei,Simona Armano,Paola Rossi,Vanni Taglietti,
+ Andrea Fontana and Giovanni Naldi
+ENDCOMMENT
+
+NEURON {
+ SUFFIX GrG_KM
+ USEION k READ ek WRITE ik
+ RANGE gkbar, ik, g, alpha_n, beta_n
+ RANGE Aalpha_n, Kalpha_n, V0alpha_n
+ RANGE Abeta_n, Kbeta_n, V0beta_n
+ RANGE V0_ninf, B_ninf
+ RANGE n_inf, tau_n
+}
+
+UNITS {
+ (mA) = (milliamp)
+ (mV) = (millivolt)
+}
+
+PARAMETER {
+ Aalpha_n = 0.0033 (/ms)
+
+
+ Kalpha_n = 40 (mV)
+
+ V0alpha_n = -30 (mV)
+ Abeta_n = 0.0033 (/ms)
+
+
+ Kbeta_n = -20 (mV)
+
+
+ V0beta_n = -30 (mV)
+ V0_ninf = -30 (mV)
+ B_ninf = 6 (mV)
+ v (mV)
+ gkbar= 0.00035 (mho/cm2)
+ ek = -84.69 (mV)
+ celsius = 30 (degC)
+}
+
+STATE {
+ n
+}
+
+ASSIGNED {
+ ik (mA/cm2)
+ n_inf
+ tau_n (ms)
+ g (mho/cm2)
+ alpha_n (/ms)
+ beta_n (/ms)
+}
+
+INITIAL {
+ rate(v)
+ n = n_inf
+}
+
+BREAKPOINT {
+ SOLVE states METHOD derivimplicit
+ g = gkbar*n
+ ik = g*(v - ek)
+ alpha_n = alp_n(v)
+ beta_n = bet_n(v)
+}
+
+DERIVATIVE states {
+ rate(v)
+ n' =(n_inf - n)/tau_n
+}
+
+FUNCTION alp_n(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-22(degC))/10(degC))
+ alp_n = Q10*Aalpha_n*exp((v-V0alpha_n)/Kalpha_n)
+}
+
+FUNCTION bet_n(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-22(degC))/10(degC))
+ bet_n = Q10*Abeta_n*exp((v-V0beta_n)/Kbeta_n)
+}
+
+PROCEDURE rate(v (mV)) {LOCAL a_n, b_n
+ TABLE n_inf, tau_n
+ DEPEND Aalpha_n, Kalpha_n, V0alpha_n,
+ Abeta_n, Kbeta_n, V0beta_n, V0_ninf, B_ninf, celsius FROM -100 TO 100 WITH 200
+ a_n = alp_n(v)
+ b_n = bet_n(v)
+ tau_n = 1/(a_n + b_n)
+: n_inf = a_n/(a_n + b_n)
+ n_inf = 1/(1+exp(-(v-V0_ninf)/B_ninf))
+}
diff --git a/examples/nmc-portal/mechanisms/grg_na.mod b/examples/nmc-portal/mechanisms/grg_na.mod
new file mode 100644
index 00000000..b7c9d2bb
--- /dev/null
+++ b/examples/nmc-portal/mechanisms/grg_na.mod
@@ -0,0 +1,137 @@
+TITLE Cerebellum Granule Cell Model
+
+COMMENT
+ Reference: Theta-Frequency Bursting and Resonance in Cerebellar Granule Cells:Experimental
+ Evidence and Modeling of a Slow K+-Dependent Mechanism
+ Egidio D'Angelo,Thierry Nieus,Arianna Maffei,Simona Armano,Paola Rossi,Vanni Taglietti,
+ Andrea Fontana and Giovanni Naldi
+ENDCOMMENT
+
+NEURON {
+ SUFFIX GrG_Na
+ USEION na READ ena WRITE ina
+ RANGE gnabar, ina, g, alpha_m, beta_m, alpha_h, beta_h
+ RANGE Aalpha_m, Kalpha_m, V0alpha_m
+ RANGE Abeta_m, Kbeta_m, V0beta_m
+
+ RANGE Aalpha_h, Kalpha_h, V0alpha_h
+ RANGE Abeta_h, Kbeta_h, V0beta_h
+
+ RANGE m_inf, tau_m, h_inf, tau_h
+}
+
+UNITS {
+ (mA) = (milliamp)
+ (mV) = (millivolt)
+}
+
+PARAMETER {
+
+
+
+ Aalpha_m = -0.3 (/ms-mV)
+ Kalpha_m = -10 (mV)
+ V0alpha_m = -19 (mV)
+
+ Abeta_m = 12 (/ms)
+ Kbeta_m = -18.182 (mV)
+ V0beta_m = -44 (mV)
+
+ Aalpha_h = 0.105 (/ms)
+ Kalpha_h = -3.333 (mV)
+ V0alpha_h = -44 (mV)
+
+ Abeta_h = 1.5 (/ms)
+ Kbeta_h = -5 (mV)
+ V0beta_h = -11 (mV)
+
+ v (mV)
+ gnabar= 0.013 (mho/cm2)
+ ena = 87.39 (mV)
+ celsius = 30 (degC)
+}
+
+STATE {
+ m
+ h
+}
+
+ASSIGNED {
+ ina (mA/cm2)
+ m_inf
+ h_inf
+ tau_m (ms)
+ tau_h (ms)
+ g (mho/cm2)
+ alpha_m (/ms)
+ beta_m (/ms)
+ alpha_h (/ms)
+ beta_h (/ms)
+}
+
+INITIAL {
+ rate(v)
+ m = m_inf
+ h = h_inf
+}
+
+BREAKPOINT {
+ SOLVE states METHOD derivimplicit
+ g = gnabar*m*m*m*h
+ ina = g*(v - ena)
+ alpha_m = alp_m(v)
+ beta_m = bet_m(v)
+ alpha_h = alp_h(v)
+ beta_h = bet_h(v)
+}
+
+DERIVATIVE states {
+ rate(v)
+ m' =(m_inf - m)/tau_m
+ h' =(h_inf - h)/tau_h
+}
+
+FUNCTION alp_m(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-20(degC))/10(degC))
+ alp_m = Q10*Aalpha_m*linoid(v-V0alpha_m,Kalpha_m)
+}
+
+FUNCTION bet_m(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-20(degC))/10(degC))
+ bet_m = Q10*Abeta_m*exp((v-V0beta_m)/Kbeta_m)
+}
+
+FUNCTION alp_h(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-20(degC))/10(degC))
+ alp_h = Q10*Aalpha_h*exp((v-V0alpha_h)/Kalpha_h)
+}
+
+FUNCTION bet_h(v(mV))(/ms) { LOCAL Q10
+ Q10 = 3^((celsius-20(degC))/10(degC))
+ bet_h = Q10*Abeta_h/(1+exp((v-V0beta_h)/Kbeta_h))
+}
+
+PROCEDURE rate(v (mV)) {LOCAL a_m, b_m, a_h, b_h
+ TABLE m_inf, tau_m, h_inf, tau_h
+ DEPEND Aalpha_m, Kalpha_m, V0alpha_m,
+ Abeta_m, Kbeta_m, V0beta_m,
+ Aalpha_h, Kalpha_h, V0alpha_h,
+ Abeta_h, Kbeta_h, V0beta_h, celsius FROM -100 TO 100 WITH 200
+ a_m = alp_m(v)
+ b_m = bet_m(v)
+ a_h = alp_h(v)
+ b_h = bet_h(v)
+ m_inf = a_m/(a_m + b_m)
+ tau_m = 1/(a_m + b_m)
+ h_inf = a_h/(a_h + b_h)
+ tau_h = 1/(a_h + b_h)
+}
+
+FUNCTION linoid(x (mV),y (mV)) (mV) {
+ if (fabs(x/y) < 1e-6) {
+ linoid = y*(1 - x/y/2)
+ }else{
+ linoid = x/(exp(x/y) - 1)
+ }
+}
+
diff --git a/examples/nmc-portal/mechanisms/grg_nar.mod b/examples/nmc-portal/mechanisms/grg_nar.mod
new file mode 100644
index 00000000..41392a69
--- /dev/null
+++ b/examples/nmc-portal/mechanisms/grg_nar.mod
@@ -0,0 +1,134 @@
+TITLE Cerebellum Granule Cell Model
+
+COMMENT
+ Reference: Theta-Frequency Bursting and Resonance in Cerebellar Granule Cells:Experimental
+ Evidence and Modeling of a Slow K+-Dependent Mechanism
+ Egidio D'Angelo,Thierry Nieus,Arianna Maffei,Simona Armano,Paola Rossi,Vanni Taglietti,
+ Andrea Fontana and Giovanni Naldi
+ENDCOMMENT
+
+NEURON {
+ SUFFIX GrG_Nar
+ USEION na READ ena WRITE ina
+ RANGE gnabar, ina, g
+ RANGE Aalpha_s,Abeta_s,V0alpha_s,V0beta_s,Kalpha_s,Kbeta_s
+ RANGE Shiftalpha_s,Shiftbeta_s,tau_s,s_inf
+ RANGE Aalpha_f,Abeta_f,V0alpha_f,V0beta_f,Kalpha_f, Kbeta_f
+ RANGE tau_f,f_inf
+}
+
+UNITS {
+ (mA) = (milliamp)
+ (mV) = (millivolt)
+}
+
+PARAMETER {
+
+ : s-ALFA
+ Aalpha_s = -0.00493 (/ms)
+ V0alpha_s = -4.48754 (mV)
+ Kalpha_s = -6.81881 (mV)
+ Shiftalpha_s = 0.00008 (/ms)
+
+ : s-BETA
+ Abeta_s = 0.01558 (/ms)
+ V0beta_s = 43.97494 (mV)
+ Kbeta_s = 0.10818 (mV)
+ Shiftbeta_s = 0.04752 (/ms)
+
+ : f-ALFA
+ Aalpha_f = 0.31836 (/ms)
+ V0alpha_f = -80 (mV)
+ Kalpha_f = -62.52621 (mV)
+
+ : f-BETA
+ Abeta_f = 0.01014 (/ms)
+ V0beta_f = -83.3332 (mV)
+ Kbeta_f = 16.05379 (mV)
+
+ v (mV)
+ gnabar= 0.0005 (mho/cm2)
+ ena = 87.39 (mV)
+ celsius = 30 (degC)
+}
+
+STATE {
+ s
+ f
+}
+
+ASSIGNED {
+ ina (mA/cm2)
+ g (mho/cm2)
+
+ alpha_s (/ms)
+ beta_s (/ms)
+ s_inf
+ tau_s (ms)
+
+ alpha_f (/ms)
+ beta_f (/ms)
+ f_inf
+ tau_f (ms)
+}
+
+INITIAL {
+ rate(v)
+
+ s = s_inf
+ f = f_inf
+}
+
+BREAKPOINT {
+ SOLVE states METHOD derivimplicit
+ g = gnabar*s*f
+ ina = g*(v - ena)
+
+ alpha_s = alp_s(v)
+ beta_s = bet_s(v)
+
+ alpha_f = alp_f(v)
+ beta_f = bet_f(v)
+}
+
+DERIVATIVE states {
+ rate(v)
+ s' = ( s_inf - s ) / tau_s
+ f' = ( f_inf - f ) / tau_f
+}
+
+PROCEDURE rate(v (mV)) { LOCAL a_s,b_s,a_f,b_f
+
+ a_s = alp_s(v)
+ b_s = bet_s(v)
+ s_inf = a_s / ( a_s + b_s )
+ tau_s = 1 / ( a_s + b_s )
+
+ a_f = alp_f(v)
+ b_f = bet_f(v)
+ f_inf = a_f / ( a_f + b_f )
+ tau_f = 1 / ( a_f + b_f )
+}
+
+
+
+FUNCTION alp_s(v (mV)) (/ms){ LOCAL Q10
+ Q10 = 3^( ( celsius - 20 (degC) ) / 10 (degC) )
+ alp_s = Q10*(Shiftalpha_s+Aalpha_s*((v+V0alpha_s)/ 1 (mV) )/(exp((v+V0alpha_s)/Kalpha_s)-1))
+}
+
+FUNCTION bet_s(v (mV)) (/ms){ LOCAL Q10
+ Q10 = 3^((celsius-20(degC))/10(degC))
+ bet_s = Q10*(Shiftbeta_s+Abeta_s*((v+V0beta_s)/1 (mV) )/(exp((v+V0beta_s)/Kbeta_s)-1))
+}
+
+FUNCTION alp_f(v (mV)) (/ms){ LOCAL Q10
+ Q10 = 3^( ( celsius - 20 (degC) ) / 10 (degC) )
+ alp_f = Q10 * Aalpha_f * exp( ( v - V0alpha_f ) / Kalpha_f)
+}
+
+FUNCTION bet_f(v (mV)) (/ms){ LOCAL Q10
+ Q10 = 3^( ( celsius - 20 (degC) ) / 10 (degC) )
+ bet_f = Q10 * Abeta_f * exp( ( v - V0beta_f ) / Kbeta_f )
+}
+
diff --git a/examples/parallel/multiprocessing_example.py b/examples/parallel/multiprocessing_example.py
index ae936963..1dc5f557 100644
--- a/examples/parallel/multiprocessing_example.py
+++ b/examples/parallel/multiprocessing_example.py
@@ -54,11 +54,11 @@ def main():
# The return value is a list of trace_results, every trace_results
# corresponds to one trace in the 'traces' list above (in same order)
for trace_number, trace_results in enumerate(traces_results):
- print "Results for trace %d" % (trace_number + 1)
+ print("Results for trace %d" % (trace_number + 1))
# trace_result is a dictionary, with as keys the requested features
for feature_name, feature_values in trace_results.items():
- print "Feature %s has the following values: %s" % \
- (feature_name, ', '.join([str(x) for x in feature_values]))
+ print("Feature %s has the following values: %s" % \
+ (feature_name, ', '.join([str(x) for x in feature_values])))
if __name__ == '__main__':
diff --git a/examples/parallel/scoop_example.py b/examples/parallel/scoop_example.py
index 340f7e1e..ac40cb27 100644
--- a/examples/parallel/scoop_example.py
+++ b/examples/parallel/scoop_example.py
@@ -53,11 +53,11 @@ def main():
# The return value is a list of trace_results, every trace_results
# corresponds to one trace in the 'traces' list above (in same order)
for trace_number, trace_results in enumerate(traces_results):
- print "Results for trace %d" % (trace_number + 1)
+ print("Results for trace %d" % (trace_number + 1))
# trace_result is a dictionary, with as keys the requested features
for feature_name, feature_values in trace_results.items():
- print "Feature %s has the following values: %s" % \
- (feature_name, ', '.join([str(x) for x in feature_values]))
+ print("Feature %s has the following values: %s" % \
+ (feature_name, ', '.join([str(x) for x in feature_values])))
if __name__ == '__main__':
diff --git a/tox.ini b/tox.ini
index f0e967ad..3f75f1a5 100644
--- a/tox.ini
+++ b/tox.ini
@@ -48,6 +48,17 @@ commands =
rm -f ./*.gcov
coverage report -m
+[testenv:examples]
+envdir={toxworkdir}/{envname}
+deps =
+ pytest>=7.3.1
+ scipy>=1.10.1
+ nbmake
+ deap
+ matplotlib
+ bluepyopt
+commands =
+ pytest --nbmake examples
[testenv:docs]
usedevelop=True # to access local rst files