From cadd996210d6fb325c87c44facb5951dff1c0743 Mon Sep 17 00:00:00 2001 From: Herbert Kruitbosch Date: Fri, 28 Sep 2018 16:42:18 +0200 Subject: [PATCH] sdgsdf --- Readme.md | 7 +- notebooks/Dialect Regions from image.ipynb | 2256 +++++++---------- ...nt Provinces in Wijken and Gemeentes.ipynb | 7 - notebooks/Show Province Segmentations.ipynb | 53 +- 4 files changed, 981 insertions(+), 1342 deletions(-) diff --git a/Readme.md b/Readme.md index 43936d3..b97df30 100644 --- a/Readme.md +++ b/Readme.md @@ -47,12 +47,9 @@ Results: * data/Friesland_gemeentes.kml * data/Friesland_wijken.geojson * data/Friesland_wijken.kml - * data/frysian_dialect_regions.geojson * data/Groningen_gemeentes.geojson * data/Groningen_gemeentes.kml * data/Groningen_wijken.geojson * data/Groningen_wijken.kml - * data/Zeeland_gemeentes.geojson - * data/Zeeland_gemeentes.kml - * data/Zeeland_wijken.geojson - * data/Zeeland_wijken.kml + +### Gabmap comma seperated files \ No newline at end of file diff --git a/notebooks/Dialect Regions from image.ipynb b/notebooks/Dialect Regions from image.ipynb index 3863d51..29aceb1 100644 --- a/notebooks/Dialect Regions from image.ipynb +++ b/notebooks/Dialect Regions from image.ipynb @@ -2,131 +2,822 @@ "cells": [ { "cell_type": "code", - "execution_count": 3, + "execution_count": 36, "metadata": {}, "outputs": [], "source": [ - "import json\n", "import folium\n", - "import pandas\n", - "import MySQLdb\n", "\n", "from collections import Counter\n", "\n", - "from math import sqrt\n", + "from math import sqrt, floor\n", "import numpy as np\n", - "from scipy.misc import imread\n", - "from shapely.geometry import shape, Point\n", - "from vincenty import vincenty\n", + "from imageio import imread\n", "\n", "%matplotlib notebook\n", "from matplotlib import pyplot as plt\n", "\n", "from skimage.morphology import binary_closing\n", "from skimage.measure import find_contours, label\n", - "from jupyter_progressbar import ProgressBar\n", "\n", - "db = MySQLdb.connect(user='root', passwd='Nmmxhjgt1@', db='stimmen', charset='utf8')" + "import folium.plugins\n", + "from folium_jsbutton import JsButton" ] }, { "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/herbert/.virtualenvs/stimmenfryslan/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: `imread` is deprecated!\n", - "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n", - "Use ``imageio.imread`` instead.\n", - " \"\"\"Entry point for launching an IPython kernel.\n" - ] - } - ], - "source": [ - "im = imread('dialects.png')" - ] - }, - { - "cell_type": "code", - "execution_count": 5, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ - "colors = Counter(map(tuple, im.reshape(-1,3)))" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "sorted_colors = [c for c, _ in sorted(colors.items(), key=lambda x: x[1], reverse=True)]" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "blocks = [\n", - " np.ones((10,10,1)) * np.array(c)[None,None] \n", - " for c in sorted_colors\n", - "][:49]" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "a, w = len(blocks), int(sqrt(len(blocks)))\n", + "im = imread('../data/dialects.png')\n", "\n", - "composed_49 = np.concatenate([\n", - " np.concatenate([\n", - " b\n", - " for b in blocks[a:b]\n", - " ], axis=1)\n", - " for a, b in zip(range(0, a, w), range(w, a, w))\n", - "], axis=0)\n", - "\n", - "relevant_colors = np.array([sorted_colors[b] for b in [3,4,7,8]])\n", - "regions = ['Klaaifrysk', 'Waldfrysk', 'Sudwesthoeksk', 'Noardhoeksk']\n", - "\n", - "composed_4 = np.concatenate([\n", - " blocks[b] for b in [3,4,7,8]\n", - "], axis=1)" + "color_occurence = Counter(map(tuple, im.reshape(-1,3)))\n", + "colors_sorted_by_occurence = [c for c, _ in sorted(\n", + " color_occurence.items(),\n", + " key=lambda x: x[1],\n", + " reverse=True)\n", + "]" ] }, { "cell_type": "code", - "execution_count": 50, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{\"type\": \"FeatureCollection\", \"features\": [{\"type\": \"Feature\", \"properties\": {\"dialect\": \"Klaaifrysk\"}, \"geometry\": {\"type\": \"Polygon\", \"coordinates\": [[[5.794012015464746, 52.912342273640135], [5.791698705528585, 52.912342273640135], [5.789385395592423, 52.912342273640135], [5.787072085656261, 52.912342273640135], [5.78591543068818, 52.9130252649636], [5.784758775720099, 52.913708256287066], [5.783602120752018, 52.91439124761054], [5.783602120752018, 52.91575723025747], [5.783602120752018, 52.9171232129044], [5.782445465783937, 52.91780620422787], [5.781288810815856, 52.91848919555134], [5.781288810815856, 52.91985517819827], 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+ " '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", + "\n", + "mpl.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", + " if (mpl.ratio != 1) {\n", + " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", + " }\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", + " fig.ws.close();\n", + " }\n", + "\n", + " this.ws.onmessage = this._make_on_message_function(this);\n", + "\n", + " this.ondownload = ondownload;\n", + "}\n", + "\n", + "mpl.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", + "\n", + "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", + "\n", + "}\n", + "\n", + "\n", + "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", + "\n", + "}\n", + "\n", + "mpl.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 backingStore = this.context.backingStorePixelRatio ||\n", + "\tthis.context.webkitBackingStorePixelRatio ||\n", + "\tthis.context.mozBackingStorePixelRatio ||\n", + "\tthis.context.msBackingStorePixelRatio ||\n", + "\tthis.context.oBackingStorePixelRatio ||\n", + "\tthis.context.backingStorePixelRatio || 1;\n", + "\n", + " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\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 * mpl.ratio);\n", + " canvas.attr('height', height * mpl.ratio);\n", + " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\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", + "\n", + "mpl.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 = $('