adapted some code for new folder structure

wrote the enrichment_code for oar_id and boat_places

.gitignore

@@ -2,8 +2,10 @@
 # project specific gitignore entries
 .venv
 *.txt
-*temp/
 *.xlsx
+*.pdf
+*.csv
+*temp/
 ########################################################################################
     # project specific gitignore entries
 

LaTex/Ruder-IDs.csv

@@ -1,15 +1,79 @@
-Ruder-ID
+S-C2-M-19XX-01-B/S
-S-C2-H-201X-98-B-sk
+S-Sw-M-201X-01-B/S
-S-C2-H-201X-97-B-sk
+S-Sw-M-201X-02-B/S
-S-C2-H-201X-99-B-sk
+S-Sw-M-201X-03-B/S
-S-C2-H-201X-96-B-sk
+S-Sw-M-201X-04-B/S
-S-C2-H-201X-98-B-sk
+S-Cr-M-200X-01-B/S
-S-C2-H-201X-97-B-sk
+S-Cr-M-200X-02-B/S
-S-C2-H-201X-99-B-sk
+S-Cr-M-200X-03-B/S
-S-C2-H-201X-96-B-sk
+S-Cr-M-200X-04-B/S
-S-C2-H-201X-98-B-sk
+S-Cr-M-200X-05-B/S
-S-C2-H-201X-97-B-sk
+S-Cr-M-200X-06-B/S
-S-C2-H-201X-99-B-sk
+S-Cr-M-200X-07-B/S
-S-C2-H-201X-96-B-sk
+S-Cr-M-200X-08-B/S
-S-C2-H-201X-98-B-sk
+S-Cr-M-200X-09-B/S
-S-C2-H-201X-97-B-sk
+S-Cr-M-200X-10-B/S
+S-Cr-M-200X-11-B/S
+S-Cr-H-200X-01-B/S
+S-Cr-H-200X-02-B/S
+S-Cr-H-200X-03-B/S
+S-Cr-H-200X-04-B/S
+S-Cr-H-200X-05-B/S
+S-C2-H-201X-01-B/S
+S-C2-H-201X-02-B/S
+S-C2-H-201X-03-B/S
+S-C2-H-201X-04-B/S
+S-C2-H-201X-05-B/S
+S-C2-H-201X-06-B/S
+S-C2-H-201X-07-B/S
+S-C2-H-201X-08-B/S
+S-C2-H-201X-09-B/S
+S-C2-H-201X-10-B/S
+S-C2-H-201X-11-B/S
+S-C2-H-201X-12-B/S
+S-C2-H-201X-13-B/S
+S-C2-H-201X-14-B/S
+S-C2-H-201X-15-B/S
+S-C2-H-201X-16-B/S
+S-C2-H-201X-17-B/S
+S-C2-H-201X-20-B/S-sk
+S-C2-H-201X-21-B/S-sk
+S-C2-H-201X-22-B/S-sk
+S-C2-H-201X-23-B/S-sk
+S-C2-H-201X-24-B/S-sk
+S-C2-H-201X-25-B/S-sk
+S-C2-H-201X-26-B/S-sk
+S-C2-H-202X-01-B/S-sk
+S-C2-H-202X-02-B/S-sk
+S-C2-H-202X-03-B/S-sk
+R-Em-H-19XX-00/01
+R-Em-H-19XX-02/3
+R-Em-H-19XX-02/03
+R-Em-H-19XX-04/5
+R-Em-H-19XX-04/05
+R-Em-H-19XX-06/7
+R-Em-H-19XX-06/07
+R-Em-H-19XX-08/9
+R-Cr-H-200X-00/01
+R-Cr-H-200X-02/3
+R-Cr-H-200X-02/03
+R-Cr-H-200X-04/5
+R-Cr-H-200X-04/05
+R-Cr-H-200X-06/7
+R-Cr-H-200X-06/07
+R-Cr-H-200X-08/9
+R-Cr-H-200X-08/09
+R-Cr-H-200X-10/11
+R-Cr-H-200X-12/13
+R-Cr-H-200X-14/15
+R-C2-H-201X-00/01-sk
+R-C2-H-201X-02/3-sk
+R-C2-H-201X-02/03-sk
+R-C2-H-201X-04/5-sk
+R-C2-H-201X-04/05-sk
+R-C2-H-201X-06/7-sk
+R-C2-H-201X-06/07-sk
+R-C2-H-201X-08/9-sk
+R-C2-H-201X-08/09-sk
+R-C2-H-201X-10/11-sk
+R-C2-H-201X-12/13-sk

LaTex/Ruderbeschriftung.tex

@@ -20,8 +20,6 @@
 
 \begin{document}
 
-% \maketitle
-
 \begin{center}
     \begin{minipage}{0.9\textwidth}
         \section*{Ruder ID Format}
@@ -64,11 +62,12 @@
                 &   &   & Em:       & Empacher \\
                 &   &   & Sw:       & Swift Racing \\
                 \midrule
-                \multirow{2}{*}{\textbf{S3}} &
+                \multirow{3}{*}{\textbf{S3}} &
-                \multirow{2}{*}{\textbf{Blatttyp}} & 
+                \multirow{3}{*}{\textbf{Blatttyp}} & 
-                \multirow{2}{*}{1}
+                \multirow{3}{*}{1}
                         & M:        & Macon \\
                 &   &   & H:        & Hacke \\
+                &   &   & C:        & Comp \\
                 \midrule
                 \multirow{4}{*}{\textbf{S4}} &
                 \multirow{4}{*}{\textbf{Anschaffungsjahr}} & 

Nextcloud Video Files/create_video_folder_for_all_contacts.ipynb

@@ -25,7 +25,7 @@
     "\n",
     "\n",
     "# Modern Nextcloud WebDAV endpoint format:\n",
-    "WEBDAV_BASE_URL = f\"{NEXTCLOUD_URL}/remote.php/dav/files/{USERNAME}/Shared/Ruderverein/Videoanalyse\""
+    "WEBDAV_BASE_URL = f\"{NEXTCLOUD_URL}/remote.php/dav/files/{USERNAME}/Shared/Ruderverein/02_Athlet:innen/01_Videoanalyse\""
    ]
   },
   {

Nextcloud_Material/create_Bootsplätze_file.ipynb

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 25,
    "id": "f46948ac",
    "metadata": {},
    "outputs": [],
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 26,
    "id": "3a1de802",
    "metadata": {},
    "outputs": [],
@@ -28,14 +28,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 27,
    "id": "1fdfef34",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "File loaded successfully!\n"
+     ]
+    }
+   ],
    "source": [
     "# read list of boats\n",
     "\n",
-    "FILE_PATH = \"Shared/Ruderverein/Material/Bootsliste.xlsx\"\n",
+    "FILE_PATH = \"Shared/Ruderverein/01_Material/01_Bootsliste.xlsx\"\n",
     "\n",
     "# Build the WebDAV URL\n",
     "# Note: Path should be URL-encoded if it contains spaces or special characters\n",
@@ -55,7 +63,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 28,
    "id": "80f97e18",
    "metadata": {},
    "outputs": [],
@@ -80,7 +88,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 29,
    "id": "70fb2327",
    "metadata": {},
    "outputs": [],
@@ -90,7 +98,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 30,
    "id": "bf18a0fd",
    "metadata": {},
    "outputs": [],
@@ -99,45 +107,65 @@
     "variants = []\n",
     "places = []\n",
     "\n",
-    "for boat_name in df['Name'].unique():\n",
+    "for boat_name in boats_df['Name'].unique():\n",
-    "    number_seats = df.loc[df['Name']==boat_name,'number_seats'].values[0]\n",
+    "    number_seats = boats_df.loc[boats_df['Name']==boat_name,'number_seats'].values[0]\n",
-    "    variable = df.loc[df['Name']==boat_name,'variable'].values[0]\n",
+    "    variable = boats_df.loc[boats_df['Name']==boat_name,'variable'].values[0]\n",
     "\n",
     "    if bool(variable) is False:\n",
     "        for place in range(1,number_seats+1):\n",
-    "            boat_names.append(boat_name)\n",
+    "            boat_names.append(boat_name.strip())\n",
     "            variants.append(f\"{number_seats}x\")\n",
     "            places.append(place)\n",
     "    elif bool(variable) is True:\n",
     "        for place in range(1,number_seats+1):\n",
-    "            boat_names.append(boat_name)\n",
+    "            boat_names.append(boat_name.strip())\n",
     "            variants.append(f\"{number_seats}x\")\n",
     "            places.append(place)\n",
     "        for place in range(1,number_seats+1):\n",
-    "            boat_names.append(boat_name)\n",
+    "            boat_names.append(boat_name.strip())\n",
     "            variants.append(f\"{number_seats}-\")\n",
     "            places.append(place)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 31,
    "id": "85059518",
    "metadata": {},
    "outputs": [],
    "source": [
-    "data_dict = {'Bootsname':boat_names,'Trimmung':variants,'Bootsplatz':places,'Ruder-ID':[None for _ in boat_names]}\n",
+    "data_dict = {'Bootsname':boat_names,'Trimmung':variants,'Bootsplatz':places,'Ruder-ID Macon':[None for _ in boat_names],'Ruder-ID Hacke':[None for _ in boat_names]}\n",
     "places_df = pd.DataFrame(data_dict)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 55,
+   "id": "7c4f5c01",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "places_df['sort_value'] = places_df['Bootsname'].str.lower()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 56,
+   "id": "edd22b3f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "places_df.sort_values(by='sort_value',inplace=True,ignore_index=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 58,
    "id": "3071bf52",
    "metadata": {},
    "outputs": [],
    "source": [
-    "places_df.to_excel('temp.xlsx')"
+    "places_df[['Bootsname','Trimmung','Bootsplatz','Ruder-ID Macon','Ruder-ID Hacke']].to_excel('temp.xlsx')"
    ]
   }
  ],

Nextcloud_Material/create_oar_ID_csv_for_printing.ipynb

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "id": "3a384a62",
    "metadata": {},
    "outputs": [],
@@ -15,7 +15,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 10,
    "id": "05055b94",
    "metadata": {},
    "outputs": [],
@@ -29,14 +29,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "id": "13fb9852",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "File loaded successfully!\n"
+     ]
+    }
+   ],
    "source": [
     "# read list of boats\n",
     "\n",
-    "FILE_PATH = \"Shared/Ruderverein/Material/Ruderliste.xlsx\"\n",
+    "FILE_PATH = \"Shared/Ruderverein/01_Material/02_Ruderliste.xlsx\"\n",
     "\n",
     "# Build the WebDAV URL\n",
     "# Note: Path should be URL-encoded if it contains spaces or special characters\n",
@@ -47,7 +55,7 @@
     "\n",
     "if response.status_code == 200:\n",
     "    # Use BytesIO to turn the raw binary content into a file-like object\n",
-    "    oars_df = pd.read_excel(BytesIO(response.content))\n",
+    "    oars_df = pd.read_excel(BytesIO(response.content),sheet_name='Ruder')\n",
     "    print(\"File loaded successfully!\")\n",
     "else:\n",
     "    print(f\"Failed to fetch file. Status code: {response.status_code}\")\n",
@@ -56,14 +64,59 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
+   "id": "16e39eff",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "printing_df = oars_df['Ruder-ID'].to_frame()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "28fcc50d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def create_label_from_oar_id(row):\n",
+    "    oar_id = row['Ruder-ID']\n",
+    "\n",
+    "    parts = oar_id.split('-')\n",
+    "    if parts[0] == 'S':\n",
+    "        parts[5] = 'B/S'\n",
+    "    elif parts[0] == 'R':\n",
+    "        if int(parts[4])%2 == 0:\n",
+    "            parts[4] = parts[4] +'/' f'{int(parts[4])+1}'.zfill(2)\n",
+    "        else:\n",
+    "            parts[4] = f'{int(parts[4])-1}'.zfill(2)+'/'+parts[4]\n",
+    "        parts.remove(parts[5])\n",
+    "\n",
+    "\n",
+    "    return '-'.join(parts)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "e3992d5c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "printing_df['label']=printing_df.apply(create_label_from_oar_id,axis=1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
    "id": "d6394323",
    "metadata": {},
    "outputs": [],
    "source": [
     "parent_folder = os.path.dirname(os.getcwd())\n",
     "target_path = os.path.join(parent_folder,'LaTex','Ruder-IDs.csv')\n",
-    "oars_df['Ruder-ID'].to_csv(target_path,index=False)"
+    "export_df = printing_df.drop_duplicates(subset='label')\n",
+    "export_df['label'].to_csv(target_path,index=False,header=False)"
    ]
   }
  ],

Nextcloud_Material/enrich_oar_df_with_places_info.ipynb

@@ -0,0 +1,423 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "id": "3a384a62",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import requests\n",
+    "import pandas as pd\n",
+    "from io import BytesIO\n",
+    "import os\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "id": "05055b94",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# --- Configuration ---\n",
+    "NEXTCLOUD_URL = \"https://nextcloud.karnelegger.eu\"\n",
+    "USERNAME = \"Georg Brantegger\"\n",
+    "with open('app_pw.txt','r') as f:\n",
+    "    APP_PASSWORD = f.readline()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "13fb9852",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "File loaded successfully!\n",
+      "File loaded successfully!\n"
+     ]
+    }
+   ],
+   "source": [
+    "# read list of boats\n",
+    "\n",
+    "FILE_PATH_1 = \"Shared/Ruderverein/01_Material/02_Ruderliste.xlsx\"\n",
+    "\n",
+    "# Build the WebDAV URL\n",
+    "# Note: Path should be URL-encoded if it contains spaces or special characters\n",
+    "webdav_url = f\"{NEXTCLOUD_URL}/remote.php/dav/files/{USERNAME}/{FILE_PATH_1}\"\n",
+    "\n",
+    "# --- The Request ---\n",
+    "response = requests.get(webdav_url, auth=(USERNAME, APP_PASSWORD))\n",
+    "\n",
+    "if response.status_code == 200:\n",
+    "    # Use BytesIO to turn the raw binary content into a file-like object\n",
+    "    oars_df = pd.read_excel(BytesIO(response.content),sheet_name='Ruder',index_col=0)\n",
+    "    print(\"File loaded successfully!\")\n",
+    "else:\n",
+    "    print(f\"Failed to fetch file. Status code: {response.status_code}\")\n",
+    "    print(response.text)\n",
+    "\n",
+    "FILE_PATH_2 = \"Shared/Ruderverein/01_Material/03_Bootsplatz-Ruder-Zuordnung.xlsx\"\n",
+    "\n",
+    "# Build the WebDAV URL\n",
+    "# Note: Path should be URL-encoded if it contains spaces or special characters\n",
+    "webdav_url = f\"{NEXTCLOUD_URL}/remote.php/dav/files/{USERNAME}/{FILE_PATH_2}\"\n",
+    "\n",
+    "# --- The Request ---\n",
+    "response = requests.get(webdav_url, auth=(USERNAME, APP_PASSWORD))\n",
+    "\n",
+    "if response.status_code == 200:\n",
+    "    # Use BytesIO to turn the raw binary content into a file-like object\n",
+    "    places_df = pd.read_excel(BytesIO(response.content),sheet_name='Bootsplatz_Zuordnung').fillna('')\n",
+    "    print(\"File loaded successfully!\")\n",
+    "else:\n",
+    "    print(f\"Failed to fetch file. Status code: {response.status_code}\")\n",
+    "    print(response.text)\n",
+    "    "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "id": "16e39eff",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Länge Ruder gesamt</th>\n",
+       "      <th>Länge Innenhebel</th>\n",
+       "      <th>Anlage</th>\n",
+       "      <th>Länge Ruder min</th>\n",
+       "      <th>Länge Ruder max</th>\n",
+       "      <th>Skinny Typ</th>\n",
+       "      <th>Bootsplatz 1</th>\n",
+       "      <th>Bootsplatz 2</th>\n",
+       "      <th>Bootsplatz 3</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Ruder-ID</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>R-C2-H-201X-01-S-sk</th>\n",
+       "      <td>370.5</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>+1</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>375.0</td>\n",
+       "      <td>MEDFLEX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>R-C2-H-201X-02-B-sk</th>\n",
+       "      <td>370.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>-3,5</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>375.0</td>\n",
+       "      <td>MEDFLEX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>R-C2-H-201X-03-S-sk</th>\n",
+       "      <td>370.5</td>\n",
+       "      <td>111.5</td>\n",
+       "      <td>+1</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>375.0</td>\n",
+       "      <td>MEDFLEX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>R-C2-H-201X-04-B-sk</th>\n",
+       "      <td>370.0</td>\n",
+       "      <td>111.5</td>\n",
+       "      <td>-2</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>375.0</td>\n",
+       "      <td>MEDFLEX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>R-C2-H-201X-05-S-sk</th>\n",
+       "      <td>374.7</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>+2</td>\n",
+       "      <td>373.0</td>\n",
+       "      <td>378.0</td>\n",
+       "      <td>MEDFLEX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>S-Sw-M-201X-02-S</th>\n",
+       "      <td>294.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>S-Sw-M-201X-03-B</th>\n",
+       "      <td>294.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>S-Sw-M-201X-03-S</th>\n",
+       "      <td>294.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>S-Sw-M-201X-04-B</th>\n",
+       "      <td>294.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>S-Sw-M-201X-04-S</th>\n",
+       "      <td>294.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>134 rows × 9 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                     Länge Ruder gesamt  Länge Innenhebel Anlage  \\\n",
+       "Ruder-ID                                                           \n",
+       "R-C2-H-201X-01-S-sk               370.5             111.0     +1   \n",
+       "R-C2-H-201X-02-B-sk               370.0             111.0   -3,5   \n",
+       "R-C2-H-201X-03-S-sk               370.5             111.5     +1   \n",
+       "R-C2-H-201X-04-B-sk               370.0             111.5     -2   \n",
+       "R-C2-H-201X-05-S-sk               374.7             115.0     +2   \n",
+       "...                                 ...               ...    ...   \n",
+       "S-Sw-M-201X-02-S                  294.0              88.0    NaN   \n",
+       "S-Sw-M-201X-03-B                  294.0              88.0    NaN   \n",
+       "S-Sw-M-201X-03-S                  294.0              88.0    NaN   \n",
+       "S-Sw-M-201X-04-B                  294.0              88.0    NaN   \n",
+       "S-Sw-M-201X-04-S                  294.0              88.0    NaN   \n",
+       "\n",
+       "                     Länge Ruder min  Länge Ruder max Skinny Typ  \\\n",
+       "Ruder-ID                                                           \n",
+       "R-C2-H-201X-01-S-sk            370.0            375.0    MEDFLEX   \n",
+       "R-C2-H-201X-02-B-sk            370.0            375.0    MEDFLEX   \n",
+       "R-C2-H-201X-03-S-sk            370.0            375.0    MEDFLEX   \n",
+       "R-C2-H-201X-04-B-sk            370.0            375.0    MEDFLEX   \n",
+       "R-C2-H-201X-05-S-sk            373.0            378.0    MEDFLEX   \n",
+       "...                              ...              ...        ...   \n",
+       "S-Sw-M-201X-02-S                 NaN              NaN        NaN   \n",
+       "S-Sw-M-201X-03-B                 NaN              NaN        NaN   \n",
+       "S-Sw-M-201X-03-S                 NaN              NaN        NaN   \n",
+       "S-Sw-M-201X-04-B                 NaN              NaN        NaN   \n",
+       "S-Sw-M-201X-04-S                 NaN              NaN        NaN   \n",
+       "\n",
+       "                     Bootsplatz 1  Bootsplatz 2  Bootsplatz 3  \n",
+       "Ruder-ID                                                       \n",
+       "R-C2-H-201X-01-S-sk           NaN           NaN           NaN  \n",
+       "R-C2-H-201X-02-B-sk           NaN           NaN           NaN  \n",
+       "R-C2-H-201X-03-S-sk           NaN           NaN           NaN  \n",
+       "R-C2-H-201X-04-B-sk           NaN           NaN           NaN  \n",
+       "R-C2-H-201X-05-S-sk           NaN           NaN           NaN  \n",
+       "...                           ...           ...           ...  \n",
+       "S-Sw-M-201X-02-S              NaN           NaN           NaN  \n",
+       "S-Sw-M-201X-03-B              NaN           NaN           NaN  \n",
+       "S-Sw-M-201X-03-S              NaN           NaN           NaN  \n",
+       "S-Sw-M-201X-04-B              NaN           NaN           NaN  \n",
+       "S-Sw-M-201X-04-S              NaN           NaN           NaN  \n",
+       "\n",
+       "[134 rows x 9 columns]"
+      ]
+     },
+     "execution_count": 43,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "oars_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "id": "da9397a8",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "places_df['Bootsplatz-Label'] = places_df.apply(lambda row: '_'.join(row[['Bootsname','Trimmung','Bootsplatz']].astype(str).to_list()),axis=1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "id": "43ffb028",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "my_dict = {key:[] for key in oars_df.index.values}\n",
+    "\n",
+    "\n",
+    "for oar_id in my_dict.keys():\n",
+    "    relevant_part = '-'.join(oar_id.split('-')[:5])\n",
+    "\n",
+    "    for i,row in places_df.iterrows():\n",
+    "        test_macon = '-'.join(row['Ruder-ID Macon'].split('-')[:5])\n",
+    "        test_hacke = '-'.join(row['Ruder-ID Hacke'].split('-')[:5])\n",
+    "        if (relevant_part == test_macon ) | (relevant_part == test_hacke):\n",
+    "            my_dict[oar_id].append(row['Bootsplatz-Label'])\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "id": "0b3f5068",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for oar_id in my_dict.keys():\n",
+    "    places_list = np.array(my_dict[oar_id])\n",
+    "    boat_sizes = [place_label.split('_')[1][0] if len(place_label)>0 else '' for place_label in places_list]\n",
+    "    my_dict[oar_id] = np.flip(places_list[np.argsort(np.array(boat_sizes))])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "id": "3a7eb82e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "my_df = pd.DataFrame.from_dict(my_dict, orient='index',columns=['Bootsplatz 1','Bootsplatz 2','Bootsplatz 3'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "id": "d85765c4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "oars_df[['Bootsplatz 1','Bootsplatz 2','Bootsplatz 3']] = my_df[['Bootsplatz 1','Bootsplatz 2','Bootsplatz 3']]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "id": "b6848ae9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "oars_df.to_csv('temp.csv',index=True,sep=';',decimal=',')"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": ".venv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}