Merge branch 'main' into pages

src/help.txt

@@ -18,7 +18,7 @@ FK-FIXME:
 
 FK-TODO:
 - Darstellung als Dashboard, siehe https://covid-karte.de/ oder https://experience.arcgis.com/experience/3a132983ad3c4ab8a28704e9addefaba
-- nach den "Median der Anteile freier Betten"-Werten Rot-Gelb-Grün eingefärbte Deutschland-Karte anzeigen wie in https://experience.arcgis.com/experience/3a132983ad3c4ab8a28704e9addefaba
+- nach den "Median freier Betten"-Werten Rot-Gelb-Grün eingefärbte Deutschland-Karte anzeigen wie in https://experience.arcgis.com/experience/3a132983ad3c4ab8a28704e9addefaba
 - Alle Charts mit Slidern versehen?
 
 anacron job:

src/intensivstationen/Intensivstationen.ipynb

@@ -32,7 +32,7 @@
    "source": [
     "from datetime import datetime\n",
     "\n",
-    "print(datetime.now().strftime(\"%d.%m.%Y, %H:%M:%S Uhr\"))\t"
+    "print(datetime.now().strftime(\"%d.%m.%Y, %H:%M:%S Uhr\"))"
    ]
   },
   {
@@ -591,11 +591,15 @@
     "        self.kreise = kreise\n",
     "\n",
     "    def addKreisAndBundeslandAndEinwohnerzahlColumns(self, dataFrame):\n",
+    "        dataFrame = self.addKreisAndEinwohnerzahlColumns(dataFrame)\n",
+    "        return self._addBundeslandColumn(dataFrame)\n",
+    "        \n",
+    "    def addKreisAndEinwohnerzahlColumns(self, dataFrame):\n",
     "        dataFrame_kreise = pd.merge(dataFrame, self.kreise, how = 'left', left_on = 'gemeindeschluessel', right_index = True)\n",
     "        dataFrame['Kreis'] = dataFrame_kreise['Kreis']\n",
     "        dataFrame['Einwohnerzahl'] = dataFrame_kreise['Einwohnerzahl']\n",
-    "        return self._addBundeslandColumn(dataFrame)\n",
-    "        \n",
+    "        return dataFrame\n",
+    "\n",
     "    def _addBundeslandColumn(self, dataFrame):\n",
     "        return pd.merge(\n",
     "            dataFrame,\n",
@@ -4720,9 +4724,9 @@
     "    def __init__(self, dataFrame):\n",
     "        self.dataFrame = dataFrame\n",
     "\n",
-    "    def createMedianOfFreeBedsByKreisTable(self):\n",
+    "    def createMedianOfFreeBedsByKreisTable(self, kreisKey):\n",
     "        self.dataFrame['free_beds_divided_by_all_beds_in_percent'] = self.dataFrame['betten_frei'] / (self.dataFrame['betten_frei'] + self.dataFrame['betten_belegt']) * 100\n",
-    "        aggregated = self.dataFrame.groupby('Kreis').agg(\n",
+    "        aggregated = self.dataFrame.groupby(kreisKey).agg(\n",
     "            median_free_beds_in_percent =\n",
     "                pd.NamedAgg(\n",
     "                    column = 'free_beds_divided_by_all_beds_in_percent',\n",
@@ -4758,7 +4762,7 @@
     "        medianOfFreeBedsByKreisTableFactory = MedianOfFreeBedsByKreisTableFactory(dataFrame)\n",
     "        \n",
     "        # When\n",
-    "        medianOfFreeBedsByKreisTable = medianOfFreeBedsByKreisTableFactory.createMedianOfFreeBedsByKreisTable()\n",
+    "        medianOfFreeBedsByKreisTable = medianOfFreeBedsByKreisTableFactory.createMedianOfFreeBedsByKreisTable('Kreis')\n",
     "\n",
     "        # Then\n",
     "        assert_frame_equal(\n",
@@ -4818,10 +4822,117 @@
    "outputs": [],
    "source": [
     "medianOfFreeBedsByKreisTableFactory = MedianOfFreeBedsByKreisTableFactory(timeSeries)\n",
-    "medianOfFreeBedsByKreisTable = medianOfFreeBedsByKreisTableFactory.createMedianOfFreeBedsByKreisTable()\n",
+    "medianOfFreeBedsByKreisTable = medianOfFreeBedsByKreisTableFactory.createMedianOfFreeBedsByKreisTable('Kreis')\n",
     "medianOfFreeBedsByKreisTable.reset_index().to_json('../../docs/data/intensivstationen/medianOfFreeBedsByKreisTable.json', orient = \"records\")"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "396cb4f8",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def createMedianOfFreeBedsByKreisTableForChoroplethMap(medianOfFreeBedsByKreisTableFactory):\n",
+    "    medianOfFreeBedsByKreisTable = medianOfFreeBedsByKreisTableFactory.createMedianOfFreeBedsByKreisTable('gemeindeschluessel').reset_index()\n",
+    "    return ColumnsAdder(kreise).addKreisAndEinwohnerzahlColumns(medianOfFreeBedsByKreisTable)\n",
+    "    \n",
+    "medianOfFreeBedsByKreisTable = createMedianOfFreeBedsByKreisTableForChoroplethMap(medianOfFreeBedsByKreisTableFactory)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b4247571",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import requests\n",
+    "import json\n",
+    "\n",
+    "\n",
+    "class Datawrapper:\n",
+    "\n",
+    "    def __init__(self, accessToken):\n",
+    "        self.authHeader = {\"Authorization\": f\"Bearer {accessToken}\"}\n",
+    "\n",
+    "    def setChartTitle(self, title):\n",
+    "        response = requests.request(\n",
+    "            \"PATCH\",\n",
+    "            \"https://api.datawrapper.de/v3/charts/dYmYb\",\n",
+    "            json={\"title\": title},\n",
+    "            headers={\n",
+    "                \"Accept\": \"*/*\",\n",
+    "                \"Content-Type\": \"application/json\"\n",
+    "            } | self.authHeader)\n",
+    "        return json.loads(response.text)\n",
+    "\n",
+    "    def uploadChartData(self, data: pd.DataFrame):\n",
+    "        response = requests.request(\n",
+    "            \"PUT\",\n",
+    "            \"https://api.datawrapper.de/v3/charts/dYmYb/data\",\n",
+    "            data=data.to_csv(\n",
+    "                index=False,\n",
+    "                columns=['gemeindeschluessel', 'median_free_beds_in_percent', 'Kreis']).encode(\"utf-8\"),\n",
+    "            headers={\n",
+    "                \"Accept\": \"*/*\",\n",
+    "                \"Content-Type\": \"text/csv\"\n",
+    "            } | self.authHeader)\n",
+    "        return response.text\n",
+    "\n",
+    "    def fetchChartData(self):\n",
+    "        response = requests.request(\n",
+    "            \"GET\",\n",
+    "            \"https://api.datawrapper.de/v3/charts/dYmYb/data\",\n",
+    "            headers={\n",
+    "                \"Accept\": \"text/csv\"\n",
+    "            } | self.authHeader)\n",
+    "\n",
+    "        return response.text\n",
+    "\n",
+    "    def publishChart(self):\n",
+    "        response = requests.request(\n",
+    "            \"POST\",\n",
+    "            \"https://api.datawrapper.de/v3/charts/dYmYb/publish\",\n",
+    "            headers={\n",
+    "                \"Accept\": \"*/*\"\n",
+    "            } | self.authHeader)\n",
+    "        return json.loads(response.text)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d1b75357",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def getChartTitle(dateStart, dateEnd):\n",
+    "    def formatDate(date):\n",
+    "        return date.strftime(\"%d.%m.%Y\")\n",
+    "\n",
+    "    return f\"Median freier Intensivbetten im Zeitraum {formatDate(dateStart)} bis {formatDate(dateEnd)}\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9de2f34e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from decouple import AutoConfig\n",
+    "\n",
+    "config = AutoConfig(search_path='../..')\n",
+    "dataWrapper = Datawrapper(config('DATAWRAPPER_API_TOKEN'))\n",
+    "dataWrapper.setChartTitle(\n",
+    "    getChartTitle(\n",
+    "        dateStart=timeSeries['date'].min(),\n",
+    "        dateEnd=timeSeries['date'].max()))\n",
+    "dataWrapper.uploadChartData(medianOfFreeBedsByKreisTable)\n",
+    "dataWrapper.publishChart()\n"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -4829,7 +4940,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "def publish():\n",
+    "def publishGitHubPages():\n",
     "    %cd /home/frankknoll/Dokumente/Corona/projects/HowBadIsMyBatch-pages\n",
     "    ! git add -A\n",
     "    ! git commit -m \"updating data\"\n",
@@ -4843,7 +4954,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "publish()"
+    "publishGitHubPages()"
    ]
   }
  ],