mirror of
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synced 2025-05-14 18:08:46 +02:00
Added iGraph
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Tim
parent
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commit
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21
documentations/meeting-notes/meeting_notes_template.md
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21
documentations/meeting-notes/meeting_notes_template.md
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# Weekly *X*: DD.MM.YYYY
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## Teilnehmer
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- Prof. Arinir
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- Tristan Nolde
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- Tim Ronneburg
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- Philipp Horstenkamp
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- Kim Mesewinkel-Risse
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- Sascha Zhu
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- Sebastian Zeleny
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## Themen
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- ABC:
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- ...
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## Abgeleitete Action Items
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| Action Item | Verantwortlicher | Deadline |
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|-------------|------------------|-----------------|
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| Beispiel | Max Mustermann | nächstes Weekly |
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||||
BIN
documentations/plots/first_complete_force_graph.png
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documentations/plots/first_complete_force_graph.png
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After Width: | Height: | Size: 406 KiB |
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Before Width: | Height: | Size: 1.2 KiB After Width: | Height: | Size: 2.3 KiB |
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<html>
|
||||
<head>
|
||||
<meta charset="utf-8">
|
||||
|
||||
<script src="lib/bindings/utils.js"></script>
|
||||
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/vis-network/9.1.2/dist/dist/vis-network.min.css" integrity="sha512-WgxfT5LWjfszlPHXRmBWHkV2eceiWTOBvrKCNbdgDYTHrT2AeLCGbF4sZlZw3UMN3WtL0tGUoIAKsu8mllg/XA==" crossorigin="anonymous" referrerpolicy="no-referrer" />
|
||||
<script src="https://cdnjs.cloudflare.com/ajax/libs/vis-network/9.1.2/dist/vis-network.min.js" integrity="sha512-LnvoEWDFrqGHlHmDD2101OrLcbsfkrzoSpvtSQtxK3RMnRV0eOkhhBN2dXHKRrUU8p2DGRTk35n4O8nWSVe1mQ==" crossorigin="anonymous" referrerpolicy="no-referrer"></script>
|
||||
|
||||
|
||||
<center>
|
||||
<h1></h1>
|
||||
</center>
|
||||
|
||||
<!-- <link rel="stylesheet" href="../node_modules/vis/dist/vis.min.css" type="text/css" />
|
||||
<script type="text/javascript" src="../node_modules/vis/dist/vis.js"> </script>-->
|
||||
<link
|
||||
href="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/css/bootstrap.min.css"
|
||||
rel="stylesheet"
|
||||
integrity="sha384-eOJMYsd53ii+scO/bJGFsiCZc+5NDVN2yr8+0RDqr0Ql0h+rP48ckxlpbzKgwra6"
|
||||
crossorigin="anonymous"
|
||||
/>
|
||||
<script
|
||||
src="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/js/bootstrap.bundle.min.js"
|
||||
integrity="sha384-JEW9xMcG8R+pH31jmWH6WWP0WintQrMb4s7ZOdauHnUtxwoG2vI5DkLtS3qm9Ekf"
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||||
crossorigin="anonymous"
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||||
></script>
|
||||
|
||||
|
||||
<center>
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<h1></h1>
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||||
</center>
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||||
<style type="text/css">
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||||
|
||||
#mynetwork {
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width: 100%;
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height: 600px;
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||||
background-color: white;
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||||
border: 1px solid lightgray;
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position: relative;
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float: left;
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||||
}
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||||
|
||||
|
||||
|
||||
|
||||
#config {
|
||||
float: left;
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||||
width: 400px;
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height: 600px;
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||||
}
|
||||
|
||||
|
||||
|
||||
</style>
|
||||
</head>
|
||||
|
||||
|
||||
<body>
|
||||
<div class="card" style="width: 100%">
|
||||
|
||||
|
||||
<div id="mynetwork" class="card-body"></div>
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</div>
|
||||
|
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<div id="config"></div>
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<script type="text/javascript">
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// initialize global variables.
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var edges;
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var nodes;
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var allNodes;
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var allEdges;
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var nodeColors;
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var originalNodes;
|
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var network;
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var container;
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var options, data;
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var filter = {
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item : '',
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||||
property : '',
|
||||
value : []
|
||||
};
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
// This method is responsible for drawing the graph, returns the drawn network
|
||||
function drawGraph() {
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var container = document.getElementById('mynetwork');
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// parsing and collecting nodes and edges from the python
|
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nodes = new vis.DataSet([{"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 2, "label": "Volkswagen AG", "shape": "dot", "size": 10, "title": "Volkswagen AG\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 1, "label": "Porsche Automobil Holding", "shape": "dot", "size": 10, "title": "Porsche Automobil Holding\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 3, "label": "Volkswagen", "shape": "dot", "size": 10, "title": "Volkswagen\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 4, "label": "Audi", "shape": "dot", "size": 10, "title": "Audi\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 5, "label": "Seat", "shape": "dot", "size": 10, "title": "Seat\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 6, "label": "Skoda Auto", "shape": "dot", "size": 10, "title": "Skoda Auto\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 7, "label": "Porsche AG", "shape": "dot", "size": 10, "title": "Porsche AG\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 8, "label": "Lamborghini", "shape": "dot", "size": 10, "title": "Lamborghini\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 9, "label": "Bentley", "shape": "dot", "size": 10, "title": "Bentley\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilzulieferer", "color": "#475b63ff", "font": {"color": "black"}, "id": 10, "label": "Forvia", "shape": "dot", "size": 10, "title": "Forvia\nAutomobilzulieferer", "type": "Company"}, {"branche": "Automobilzulieferer", "color": "#475b63ff", "font": {"color": "black"}, "id": 11, "label": "Hella", "shape": "dot", "size": 10, "title": "Hella\nAutomobilzulieferer", "type": "Company"}]);
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edges = new vis.DataSet([{"from": 2, "label": "part_of", "to": 1, "width": 1}, {"from": 1, "label": "part_of", "to": 3, "width": 1}, {"from": 1, "label": "part_of", "to": 4, "width": 1}, {"from": 1, "label": "part_of", "to": 5, "width": 1}, {"from": 1, "label": "part_of", "to": 6, "width": 1}, {"from": 1, "label": "part_of", "to": 7, "width": 1}, {"from": 4, "label": "part_of", "to": 8, "width": 1}, {"from": 4, "label": "part_of", "to": 9, "width": 1}, {"from": 4, "label": "supplierer", "to": 10, "width": 1}, {"from": 11, "label": "part_of", "to": 10, "width": 1}]);
|
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|
||||
nodeColors = {};
|
||||
allNodes = nodes.get({ returnType: "Object" });
|
||||
for (nodeId in allNodes) {
|
||||
nodeColors[nodeId] = allNodes[nodeId].color;
|
||||
}
|
||||
allEdges = edges.get({ returnType: "Object" });
|
||||
// adding nodes and edges to the graph
|
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data = {nodes: nodes, edges: edges};
|
||||
|
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var options = {
|
||||
"configure": {
|
||||
"enabled": true,
|
||||
"filter": [
|
||||
"physics"
|
||||
]
|
||||
},
|
||||
"edges": {
|
||||
"color": {
|
||||
"inherit": false
|
||||
},
|
||||
"smooth": {
|
||||
"enabled": true,
|
||||
"type": "dynamic"
|
||||
}
|
||||
},
|
||||
"interaction": {
|
||||
"dragNodes": true,
|
||||
"hideEdgesOnDrag": false,
|
||||
"hideNodesOnDrag": false
|
||||
},
|
||||
"physics": {
|
||||
"enabled": true,
|
||||
"repulsion": {
|
||||
"centralGravity": 0.2,
|
||||
"damping": 0.09,
|
||||
"nodeDistance": 150,
|
||||
"springConstant": 0.05,
|
||||
"springLength": 50
|
||||
},
|
||||
"solver": "repulsion",
|
||||
"stabilization": {
|
||||
"enabled": true,
|
||||
"fit": true,
|
||||
"iterations": 1000,
|
||||
"onlyDynamicEdges": false,
|
||||
"updateInterval": 50
|
||||
}
|
||||
}
|
||||
};
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
// if this network requires displaying the configure window,
|
||||
// put it in its div
|
||||
options.configure["container"] = document.getElementById("config");
|
||||
|
||||
|
||||
network = new vis.Network(container, data, options);
|
||||
|
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|
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network.on("click", neighbourhoodHighlight);
|
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|
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|
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|
||||
|
||||
|
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|
||||
|
||||
|
||||
|
||||
return network;
|
||||
|
||||
}
|
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drawGraph();
|
||||
</script>
|
||||
</body>
|
||||
</html>
|
||||
File diff suppressed because one or more lines are too long
File diff suppressed because one or more lines are too long
File diff suppressed because one or more lines are too long
@ -0,0 +1,923 @@
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{
|
||||
"cells": [
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 18,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"import os.path\n",
|
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"\n",
|
||||
"import pandas as pd\n",
|
||||
"\n",
|
||||
"# if not os.path.exists(\"src\"):\n",
|
||||
"# %cd \"../\"\n",
|
||||
"# os.path.abspath(\".\")"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 19,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"from aki_prj23_transparenzregister.utils.sql import entities\n",
|
||||
"from sqlalchemy.orm import aliased\n",
|
||||
"from sqlalchemy import func, text\n",
|
||||
"\n",
|
||||
"# Alias for Company table for the base company\n",
|
||||
"base_company = aliased(entities.Company, name=\"base_company\")\n",
|
||||
"\n",
|
||||
"# Alias for Company table for the head company\n",
|
||||
"head_company = aliased(entities.Company, name=\"head_company\")"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 20,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"from aki_prj23_transparenzregister.config.config_providers import JsonFileConfigProvider\n",
|
||||
"from aki_prj23_transparenzregister.utils.sql.connector import get_session\n",
|
||||
"\n",
|
||||
"session = get_session(JsonFileConfigProvider(\"../secrets.json\"))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 21,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/plain": [
|
||||
"'SELECT base_company.name AS name_company_base, relation.relation AS relation_type, head_company.name AS name_company_head \\nFROM company AS base_company JOIN (relation JOIN company_relation ON relation.id = company_relation.id) ON relation.company_id = base_company.id JOIN company AS head_company ON company_relation.company2_id = head_company.id'"
|
||||
]
|
||||
},
|
||||
"execution_count": 21,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"# Query to fetch relations between companies\n",
|
||||
"relations_query = (\n",
|
||||
" session.query(\n",
|
||||
" base_company.name.label(\"name_company_base\"),\n",
|
||||
" entities.CompanyRelation.relation.label(\"relation_type\"),\n",
|
||||
" head_company.name.label(\"name_company_head\"),\n",
|
||||
" )\n",
|
||||
" .join(\n",
|
||||
" entities.CompanyRelation,\n",
|
||||
" entities.CompanyRelation.company_id == base_company.id,\n",
|
||||
" )\n",
|
||||
" .join(\n",
|
||||
" head_company,\n",
|
||||
" entities.CompanyRelation.company2_id == head_company.id,\n",
|
||||
" )\n",
|
||||
")\n",
|
||||
"str(relations_query)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 22,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"121 ms ± 9.27 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"%timeit pd.read_sql_query(str(relations_query), session.bind)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 23,
|
||||
"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>name_company_base</th>\n",
|
||||
" <th>relation_type</th>\n",
|
||||
" <th>name_company_head</th>\n",
|
||||
" </tr>\n",
|
||||
" </thead>\n",
|
||||
" <tbody>\n",
|
||||
" <tr>\n",
|
||||
" <th>0</th>\n",
|
||||
" <td>2. Schaper Objekt GmbH & Co. Kiel KG</td>\n",
|
||||
" <td>KOMMANDITIST</td>\n",
|
||||
" <td>Multi-Center Warenvertriebs GmbH</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>1</th>\n",
|
||||
" <td>Alb-Windkraft GmbH & Co. KG</td>\n",
|
||||
" <td>KOMMANDITIST</td>\n",
|
||||
" <td>EnBW Windkraftprojekte GmbH</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>2</th>\n",
|
||||
" <td>Anneliese Köster GmbH & Co. KG</td>\n",
|
||||
" <td>KOMMANDITIST</td>\n",
|
||||
" <td>INDUS Holding Aktiengesellschaft</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>3</th>\n",
|
||||
" <td>AURELIUS Equity Opportunities SE & Co. KGaA</td>\n",
|
||||
" <td>HAFTENDER_GESELLSCHAFTER</td>\n",
|
||||
" <td>AURELIUS Management SE</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>4</th>\n",
|
||||
" <td>Aurelius KG</td>\n",
|
||||
" <td>HAFTENDER_GESELLSCHAFTER</td>\n",
|
||||
" <td>Aurelius Verwaltungs GmbH</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>...</th>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>573</th>\n",
|
||||
" <td>Zalando BTD 011 SE & Co. KG</td>\n",
|
||||
" <td>HAFTENDER_GESELLSCHAFTER</td>\n",
|
||||
" <td>Zalando SE</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>574</th>\n",
|
||||
" <td>Zalando BTD 011 SE & Co. KG</td>\n",
|
||||
" <td>KOMMANDITIST</td>\n",
|
||||
" <td>Zalando Operations GmbH</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>575</th>\n",
|
||||
" <td>zLabels Creation & Sales GmbH & Co. KG</td>\n",
|
||||
" <td>HAFTENDER_GESELLSCHAFTER</td>\n",
|
||||
" <td>zLabels GmbH</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>576</th>\n",
|
||||
" <td>Zalando Customer Care International SE & Co. KG</td>\n",
|
||||
" <td>HAFTENDER_GESELLSCHAFTER</td>\n",
|
||||
" <td>Zalando SE</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>577</th>\n",
|
||||
" <td>Zalando Customer Care International SE & Co. KG</td>\n",
|
||||
" <td>KOMMANDITIST</td>\n",
|
||||
" <td>Zalando Operations GmbH</td>\n",
|
||||
" </tr>\n",
|
||||
" </tbody>\n",
|
||||
"</table>\n",
|
||||
"<p>578 rows × 3 columns</p>\n",
|
||||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" name_company_base \\\n",
|
||||
"0 2. Schaper Objekt GmbH & Co. Kiel KG \n",
|
||||
"1 Alb-Windkraft GmbH & Co. KG \n",
|
||||
"2 Anneliese Köster GmbH & Co. KG \n",
|
||||
"3 AURELIUS Equity Opportunities SE & Co. KGaA \n",
|
||||
"4 Aurelius KG \n",
|
||||
".. ... \n",
|
||||
"573 Zalando BTD 011 SE & Co. KG \n",
|
||||
"574 Zalando BTD 011 SE & Co. KG \n",
|
||||
"575 zLabels Creation & Sales GmbH & Co. KG \n",
|
||||
"576 Zalando Customer Care International SE & Co. KG \n",
|
||||
"577 Zalando Customer Care International SE & Co. KG \n",
|
||||
"\n",
|
||||
" relation_type name_company_head \n",
|
||||
"0 KOMMANDITIST Multi-Center Warenvertriebs GmbH \n",
|
||||
"1 KOMMANDITIST EnBW Windkraftprojekte GmbH \n",
|
||||
"2 KOMMANDITIST INDUS Holding Aktiengesellschaft \n",
|
||||
"3 HAFTENDER_GESELLSCHAFTER AURELIUS Management SE \n",
|
||||
"4 HAFTENDER_GESELLSCHAFTER Aurelius Verwaltungs GmbH \n",
|
||||
".. ... ... \n",
|
||||
"573 HAFTENDER_GESELLSCHAFTER Zalando SE \n",
|
||||
"574 KOMMANDITIST Zalando Operations GmbH \n",
|
||||
"575 HAFTENDER_GESELLSCHAFTER zLabels GmbH \n",
|
||||
"576 HAFTENDER_GESELLSCHAFTER Zalando SE \n",
|
||||
"577 KOMMANDITIST Zalando Operations GmbH \n",
|
||||
"\n",
|
||||
"[578 rows x 3 columns]"
|
||||
]
|
||||
},
|
||||
"execution_count": 23,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"company_relations = pd.read_sql_query(str(relations_query), session.bind)\n",
|
||||
"company_relations"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 24,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"relations_query = (\n",
|
||||
" session.query(\n",
|
||||
" entities.Company.name.label(\"name_company\"),\n",
|
||||
" entities.PersonRelation.relation.label(\"relation_type\"),\n",
|
||||
" entities.Person.lastname.label(\"lastname\"),\n",
|
||||
" entities.Person.firstname.label(\"firstname\"),\n",
|
||||
" entities.Person.date_of_birth.label(\"date_of_birth\"),\n",
|
||||
" )\n",
|
||||
" .join(\n",
|
||||
" entities.PersonRelation,\n",
|
||||
" entities.PersonRelation.company_id == entities.Company.id,\n",
|
||||
" )\n",
|
||||
" .join(\n",
|
||||
" entities.Person,\n",
|
||||
" entities.PersonRelation.person_id == entities.Person.id,\n",
|
||||
" )\n",
|
||||
")"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 25,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"373 ms ± 25.6 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"%timeit pd.read_sql_query(str(relations_query), session.bind)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 26,
|
||||
"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>name_company</th>\n",
|
||||
" <th>relation_type</th>\n",
|
||||
" <th>lastname</th>\n",
|
||||
" <th>firstname</th>\n",
|
||||
" <th>date_of_birth</th>\n",
|
||||
" </tr>\n",
|
||||
" </thead>\n",
|
||||
" <tbody>\n",
|
||||
" <tr>\n",
|
||||
" <th>0</th>\n",
|
||||
" <td>0 10 24 Telefondienste GmbH</td>\n",
|
||||
" <td>GESCHAEFTSFUEHRER</td>\n",
|
||||
" <td>Tetau</td>\n",
|
||||
" <td>Nicolas</td>\n",
|
||||
" <td>1971-01-02</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>1</th>\n",
|
||||
" <td>0 10 24 Telefondienste GmbH</td>\n",
|
||||
" <td>PROKURIST</td>\n",
|
||||
" <td>Dammast</td>\n",
|
||||
" <td>Lutz</td>\n",
|
||||
" <td>1966-12-06</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>2</th>\n",
|
||||
" <td>1. Staiger Grundstücksverwaltung GmbH & Co. KG</td>\n",
|
||||
" <td>KOMMANDITIST</td>\n",
|
||||
" <td>Tutsch</td>\n",
|
||||
" <td>Rosemarie</td>\n",
|
||||
" <td>1941-10-09</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>3</th>\n",
|
||||
" <td>1. Staiger Grundstücksverwaltung GmbH & Co. KG</td>\n",
|
||||
" <td>KOMMANDITIST</td>\n",
|
||||
" <td>Staiger</td>\n",
|
||||
" <td>Marc</td>\n",
|
||||
" <td>1969-10-22</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>4</th>\n",
|
||||
" <td>1. Staiger Grundstücksverwaltung GmbH & Co. KG</td>\n",
|
||||
" <td>KOMMANDITIST</td>\n",
|
||||
" <td>Staiger</td>\n",
|
||||
" <td>Michaela</td>\n",
|
||||
" <td>1971-03-03</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>...</th>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>14891</th>\n",
|
||||
" <td>Wohnungsbaugesellschaft mit beschränkter Haftu...</td>\n",
|
||||
" <td>GESCHAEFTSFUEHRER</td>\n",
|
||||
" <td>Weirich</td>\n",
|
||||
" <td>Torsten</td>\n",
|
||||
" <td>1975-07-21</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>14892</th>\n",
|
||||
" <td>Wohnungsbaugesellschaft mit beschränkter Haftu...</td>\n",
|
||||
" <td>GESCHAEFTSFUEHRER</td>\n",
|
||||
" <td>Brusinski</td>\n",
|
||||
" <td>Bastian</td>\n",
|
||||
" <td>1980-10-29</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>14893</th>\n",
|
||||
" <td>Zalando Customer Care International SE & Co. KG</td>\n",
|
||||
" <td>PROKURIST</td>\n",
|
||||
" <td>Pape</td>\n",
|
||||
" <td>Ute</td>\n",
|
||||
" <td>1978-12-13</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>14894</th>\n",
|
||||
" <td>zebotec GmbH</td>\n",
|
||||
" <td>GESCHAEFTSFUEHRER</td>\n",
|
||||
" <td>Neff</td>\n",
|
||||
" <td>Werner</td>\n",
|
||||
" <td>1981-11-24</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>14895</th>\n",
|
||||
" <td>zebotec GmbH</td>\n",
|
||||
" <td>GESCHAEFTSFUEHRER</td>\n",
|
||||
" <td>Morris</td>\n",
|
||||
" <td>Richard</td>\n",
|
||||
" <td>1971-01-02</td>\n",
|
||||
" </tr>\n",
|
||||
" </tbody>\n",
|
||||
"</table>\n",
|
||||
"<p>14896 rows × 5 columns</p>\n",
|
||||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" name_company relation_type \\\n",
|
||||
"0 0 10 24 Telefondienste GmbH GESCHAEFTSFUEHRER \n",
|
||||
"1 0 10 24 Telefondienste GmbH PROKURIST \n",
|
||||
"2 1. Staiger Grundstücksverwaltung GmbH & Co. KG KOMMANDITIST \n",
|
||||
"3 1. Staiger Grundstücksverwaltung GmbH & Co. KG KOMMANDITIST \n",
|
||||
"4 1. Staiger Grundstücksverwaltung GmbH & Co. KG KOMMANDITIST \n",
|
||||
"... ... ... \n",
|
||||
"14891 Wohnungsbaugesellschaft mit beschränkter Haftu... GESCHAEFTSFUEHRER \n",
|
||||
"14892 Wohnungsbaugesellschaft mit beschränkter Haftu... GESCHAEFTSFUEHRER \n",
|
||||
"14893 Zalando Customer Care International SE & Co. KG PROKURIST \n",
|
||||
"14894 zebotec GmbH GESCHAEFTSFUEHRER \n",
|
||||
"14895 zebotec GmbH GESCHAEFTSFUEHRER \n",
|
||||
"\n",
|
||||
" lastname firstname date_of_birth \n",
|
||||
"0 Tetau Nicolas 1971-01-02 \n",
|
||||
"1 Dammast Lutz 1966-12-06 \n",
|
||||
"2 Tutsch Rosemarie 1941-10-09 \n",
|
||||
"3 Staiger Marc 1969-10-22 \n",
|
||||
"4 Staiger Michaela 1971-03-03 \n",
|
||||
"... ... ... ... \n",
|
||||
"14891 Weirich Torsten 1975-07-21 \n",
|
||||
"14892 Brusinski Bastian 1980-10-29 \n",
|
||||
"14893 Pape Ute 1978-12-13 \n",
|
||||
"14894 Neff Werner 1981-11-24 \n",
|
||||
"14895 Morris Richard 1971-01-02 \n",
|
||||
"\n",
|
||||
"[14896 rows x 5 columns]"
|
||||
]
|
||||
},
|
||||
"execution_count": 26,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"df = pd.read_sql_query(str(relations_query), session.bind)\n",
|
||||
"df"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 27,
|
||||
"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>person_id</th>\n",
|
||||
" </tr>\n",
|
||||
" </thead>\n",
|
||||
" <tbody>\n",
|
||||
" <tr>\n",
|
||||
" <th>0</th>\n",
|
||||
" <td>2520</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>1</th>\n",
|
||||
" <td>4993</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>2</th>\n",
|
||||
" <td>3202</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>3</th>\n",
|
||||
" <td>4611</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>4</th>\n",
|
||||
" <td>4095</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>...</th>\n",
|
||||
" <td>...</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>1804</th>\n",
|
||||
" <td>3565</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>1805</th>\n",
|
||||
" <td>3510</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>1806</th>\n",
|
||||
" <td>530</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>1807</th>\n",
|
||||
" <td>536</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>1808</th>\n",
|
||||
" <td>4617</td>\n",
|
||||
" </tr>\n",
|
||||
" </tbody>\n",
|
||||
"</table>\n",
|
||||
"<p>1809 rows × 1 columns</p>\n",
|
||||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" person_id\n",
|
||||
"0 2520\n",
|
||||
"1 4993\n",
|
||||
"2 3202\n",
|
||||
"3 4611\n",
|
||||
"4 4095\n",
|
||||
"... ...\n",
|
||||
"1804 3565\n",
|
||||
"1805 3510\n",
|
||||
"1806 530\n",
|
||||
"1807 536\n",
|
||||
"1808 4617\n",
|
||||
"\n",
|
||||
"[1809 rows x 1 columns]"
|
||||
]
|
||||
},
|
||||
"execution_count": 27,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"from sqlalchemy import func, text\n",
|
||||
"\n",
|
||||
"# Subquery to group and count the relations without joins\n",
|
||||
"grouped_relations_subquery = (\n",
|
||||
" session.query(\n",
|
||||
" entities.PersonRelation.person_id,\n",
|
||||
" )\n",
|
||||
" .group_by(entities.PersonRelation.person_id)\n",
|
||||
" .having(func.count() > 1)\n",
|
||||
")\n",
|
||||
"pd.DataFrame(grouped_relations_subquery.all())"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 28,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"relations_query = (\n",
|
||||
" session.query(\n",
|
||||
" entities.Company.name.label(\"name_company\"),\n",
|
||||
" entities.PersonRelation.relation.label(\"relation_type\"),\n",
|
||||
" entities.Person.lastname.label(\"lastname\"),\n",
|
||||
" entities.Person.firstname.label(\"firstname\"),\n",
|
||||
" entities.Person.date_of_birth.label(\"date_of_birth\"),\n",
|
||||
" )\n",
|
||||
" .join(\n",
|
||||
" entities.PersonRelation,\n",
|
||||
" entities.PersonRelation.company_id == entities.Company.id,\n",
|
||||
" )\n",
|
||||
" .join(\n",
|
||||
" entities.Person,\n",
|
||||
" entities.PersonRelation.person_id == entities.Person.id,\n",
|
||||
" )\n",
|
||||
" .filter(entities.PersonRelation.person_id.in_(grouped_relations_subquery))\n",
|
||||
")"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 30,
|
||||
"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>name_company</th>\n",
|
||||
" <th>relation_type</th>\n",
|
||||
" <th>lastname</th>\n",
|
||||
" <th>firstname</th>\n",
|
||||
" <th>date_of_birth</th>\n",
|
||||
" <th>person_name</th>\n",
|
||||
" </tr>\n",
|
||||
" </thead>\n",
|
||||
" <tbody>\n",
|
||||
" <tr>\n",
|
||||
" <th>0</th>\n",
|
||||
" <td>0 10 24 Telefondienste GmbH</td>\n",
|
||||
" <td>RelationshipRoleEnum.GESCHAEFTSFUEHRER</td>\n",
|
||||
" <td>Tetau</td>\n",
|
||||
" <td>Nicolas</td>\n",
|
||||
" <td>1971-01-02</td>\n",
|
||||
" <td>TetauNicolas</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>1</th>\n",
|
||||
" <td>0 10 24 Telefondienste GmbH</td>\n",
|
||||
" <td>RelationshipRoleEnum.PROKURIST</td>\n",
|
||||
" <td>Dammast</td>\n",
|
||||
" <td>Lutz</td>\n",
|
||||
" <td>1966-12-06</td>\n",
|
||||
" <td>DammastLutz</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>2</th>\n",
|
||||
" <td>01050.com GmbH</td>\n",
|
||||
" <td>RelationshipRoleEnum.GESCHAEFTSFUEHRER</td>\n",
|
||||
" <td>Tetau</td>\n",
|
||||
" <td>Nicolas</td>\n",
|
||||
" <td>1971-01-02</td>\n",
|
||||
" <td>TetauNicolas</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>3</th>\n",
|
||||
" <td>01050.com GmbH</td>\n",
|
||||
" <td>RelationshipRoleEnum.PROKURIST</td>\n",
|
||||
" <td>Dammast</td>\n",
|
||||
" <td>Lutz</td>\n",
|
||||
" <td>1966-12-06</td>\n",
|
||||
" <td>DammastLutz</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>4</th>\n",
|
||||
" <td>AASP Filmproduktionsgesellschaft mbH & Co. Leo...</td>\n",
|
||||
" <td>RelationshipRoleEnum.KOMMANDITIST</td>\n",
|
||||
" <td>Dellhofen</td>\n",
|
||||
" <td>Jens</td>\n",
|
||||
" <td>1977-04-19</td>\n",
|
||||
" <td>DellhofenJens</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",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>7071</th>\n",
|
||||
" <td>Wohnungsbaugesellschaft mit beschränkter Haftu...</td>\n",
|
||||
" <td>RelationshipRoleEnum.GESCHAEFTSFUEHRER</td>\n",
|
||||
" <td>Karounos</td>\n",
|
||||
" <td>Marita</td>\n",
|
||||
" <td>1971-03-30</td>\n",
|
||||
" <td>KarounosMarita</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>7072</th>\n",
|
||||
" <td>Wohnungsbaugesellschaft mit beschränkter Haftu...</td>\n",
|
||||
" <td>RelationshipRoleEnum.PROKURIST</td>\n",
|
||||
" <td>Groll</td>\n",
|
||||
" <td>Michael</td>\n",
|
||||
" <td>1967-12-24</td>\n",
|
||||
" <td>GrollMichael</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>7073</th>\n",
|
||||
" <td>Wohnungsbaugesellschaft mit beschränkter Haftu...</td>\n",
|
||||
" <td>RelationshipRoleEnum.GESCHAEFTSFUEHRER</td>\n",
|
||||
" <td>Weirich</td>\n",
|
||||
" <td>Torsten</td>\n",
|
||||
" <td>1975-07-21</td>\n",
|
||||
" <td>WeirichTorsten</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>7074</th>\n",
|
||||
" <td>Wohnungsbaugesellschaft mit beschränkter Haftu...</td>\n",
|
||||
" <td>RelationshipRoleEnum.GESCHAEFTSFUEHRER</td>\n",
|
||||
" <td>Brusinski</td>\n",
|
||||
" <td>Bastian</td>\n",
|
||||
" <td>1980-10-29</td>\n",
|
||||
" <td>BrusinskiBastian</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>7075</th>\n",
|
||||
" <td>Zalando Customer Care International SE & Co. KG</td>\n",
|
||||
" <td>RelationshipRoleEnum.PROKURIST</td>\n",
|
||||
" <td>Pape</td>\n",
|
||||
" <td>Ute</td>\n",
|
||||
" <td>1978-12-13</td>\n",
|
||||
" <td>PapeUte</td>\n",
|
||||
" </tr>\n",
|
||||
" </tbody>\n",
|
||||
"</table>\n",
|
||||
"<p>7076 rows × 6 columns</p>\n",
|
||||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" name_company \\\n",
|
||||
"0 0 10 24 Telefondienste GmbH \n",
|
||||
"1 0 10 24 Telefondienste GmbH \n",
|
||||
"2 01050.com GmbH \n",
|
||||
"3 01050.com GmbH \n",
|
||||
"4 AASP Filmproduktionsgesellschaft mbH & Co. Leo... \n",
|
||||
"... ... \n",
|
||||
"7071 Wohnungsbaugesellschaft mit beschränkter Haftu... \n",
|
||||
"7072 Wohnungsbaugesellschaft mit beschränkter Haftu... \n",
|
||||
"7073 Wohnungsbaugesellschaft mit beschränkter Haftu... \n",
|
||||
"7074 Wohnungsbaugesellschaft mit beschränkter Haftu... \n",
|
||||
"7075 Zalando Customer Care International SE & Co. KG \n",
|
||||
"\n",
|
||||
" relation_type lastname firstname \\\n",
|
||||
"0 RelationshipRoleEnum.GESCHAEFTSFUEHRER Tetau Nicolas \n",
|
||||
"1 RelationshipRoleEnum.PROKURIST Dammast Lutz \n",
|
||||
"2 RelationshipRoleEnum.GESCHAEFTSFUEHRER Tetau Nicolas \n",
|
||||
"3 RelationshipRoleEnum.PROKURIST Dammast Lutz \n",
|
||||
"4 RelationshipRoleEnum.KOMMANDITIST Dellhofen Jens \n",
|
||||
"... ... ... ... \n",
|
||||
"7071 RelationshipRoleEnum.GESCHAEFTSFUEHRER Karounos Marita \n",
|
||||
"7072 RelationshipRoleEnum.PROKURIST Groll Michael \n",
|
||||
"7073 RelationshipRoleEnum.GESCHAEFTSFUEHRER Weirich Torsten \n",
|
||||
"7074 RelationshipRoleEnum.GESCHAEFTSFUEHRER Brusinski Bastian \n",
|
||||
"7075 RelationshipRoleEnum.PROKURIST Pape Ute \n",
|
||||
"\n",
|
||||
" date_of_birth person_name \n",
|
||||
"0 1971-01-02 TetauNicolas \n",
|
||||
"1 1966-12-06 DammastLutz \n",
|
||||
"2 1971-01-02 TetauNicolas \n",
|
||||
"3 1966-12-06 DammastLutz \n",
|
||||
"4 1977-04-19 DellhofenJens \n",
|
||||
"... ... ... \n",
|
||||
"7071 1971-03-30 KarounosMarita \n",
|
||||
"7072 1967-12-24 GrollMichael \n",
|
||||
"7073 1975-07-21 WeirichTorsten \n",
|
||||
"7074 1980-10-29 BrusinskiBastian \n",
|
||||
"7075 1978-12-13 PapeUte \n",
|
||||
"\n",
|
||||
"[7076 rows x 6 columns]"
|
||||
]
|
||||
},
|
||||
"execution_count": 30,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"relations_df = pd.DataFrame(relations_query.all())\n",
|
||||
"relations_df[\"person_name\"] = relations_df[\"lastname\"] + relations_df[\"firstname\"]\n",
|
||||
"relations_df.rename(columns={'oldName1': 'newName1', 'oldName2': 'newName2'}, inplace=True)\n",
|
||||
"relations_df"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"node_template = {\n",
|
||||
" \"id\": \"(company|person)_\\d\",\n",
|
||||
" \"label\": \"Name from entries\",\n",
|
||||
" \"type\": \"Company|Person\",\n",
|
||||
" \"shape\": \"dot\",\n",
|
||||
" \"color\": \"#729b79ff\",\n",
|
||||
" # TODO add title for hover effect in graph \"title\": \"\"\n",
|
||||
" }\n",
|
||||
"nodes = relations_df\n",
|
||||
"for index in relations_df.index:\n",
|
||||
" \n",
|
||||
" nodes[\"index\"] = {\n",
|
||||
" \"label\": company_2.name,\n",
|
||||
" \"type\": \"Company\",\n",
|
||||
" \"shape\": \"dot\",\n",
|
||||
" \"color\": \"#729b79ff\",\n",
|
||||
" }"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"import networkx as nx\n",
|
||||
"import matplotlib.pyplot as plt\n",
|
||||
"# relations_df[\"person_name\"] = relations_df[\"lastname\"] + relations_df[\"firstname\"]\n",
|
||||
"\n",
|
||||
"nodes = \n",
|
||||
"# create edges from dataframe\n",
|
||||
"graph = nx.from_pandas_edgelist(relations_df, source=\"name_company\", target=\"person_name\", edge_attr=\"relation_type\")\n",
|
||||
"\n",
|
||||
"# update node attributes from dataframe\n",
|
||||
"nodes_attr = nodes.set_index(\"index\").to_dict(orient=\"index\")\n",
|
||||
"nx.set_node_attributes(graph, nodes_attr)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"from pyvis.network import Network\n",
|
||||
"\n",
|
||||
"net = Network(\n",
|
||||
" directed=False, neighborhood_highlight=True, bgcolor=\"white\", font_color=\"black\"\n",
|
||||
")\n",
|
||||
"\n",
|
||||
"# pass networkx graph to pyvis\n",
|
||||
"net.from_nx(graph)\n",
|
||||
"\n",
|
||||
"net.inherit_edge_colors(False)\n",
|
||||
"net.set_edge_smooth(\"dynamic\")\n",
|
||||
"adj_list = net.get_adj_list()\n",
|
||||
"\n",
|
||||
"measure_type = \"degree\"\n",
|
||||
"measure_vector = {}\n",
|
||||
"\n",
|
||||
"if measure_type == \"eigenvector\":\n",
|
||||
" measure_vector = nx.eigenvector_centrality(graph)\n",
|
||||
" df[\"eigenvector\"] = measure_vector.values()\n",
|
||||
"if measure_type == \"degree\":\n",
|
||||
" measure_vector = nx.degree_centrality(graph)\n",
|
||||
" df[\"degree\"] = measure_vector.values()\n",
|
||||
"if measure_type == \"betweeness\":\n",
|
||||
" measure_vector = nx.betweenness_centrality(graph)\n",
|
||||
" df[\"betweeness\"] = measure_vector.values()\n",
|
||||
"if measure_type == \"closeness\":\n",
|
||||
" measure_vector = nx.closeness_centrality(graph)\n",
|
||||
" df[\"closeness\"] = measure_vector.values()\n",
|
||||
"if measure_type == \"pagerank\":\n",
|
||||
" measure_vector = nx.pagerank(graph)\n",
|
||||
" df[\"pagerank\"] = measure_vector.values()\n",
|
||||
"if measure_type == \"average_degree\":\n",
|
||||
" measure_vector = nx.average_degree_connectivity(graph)\n",
|
||||
" # df[\"average_degree\"] = measure_vector.values()\n",
|
||||
" print(measure_vector.values())\n",
|
||||
"\n",
|
||||
"# calculate and update size of the nodes depending on their number of edges\n",
|
||||
"for node_id, neighbors in adj_list.items():\n",
|
||||
" # df[\"edges\"] = measure_vector.values()\n",
|
||||
"\n",
|
||||
" if measure_type == \"edges\":\n",
|
||||
" size = 10 # len(neighbors)*5\n",
|
||||
" else:\n",
|
||||
" size = measure_vector[node_id] * 50\n",
|
||||
" next(\n",
|
||||
" (\n",
|
||||
" node.update({\"size\": size})\n",
|
||||
" for node in net.nodes\n",
|
||||
" if node[\"id\"] == node_id\n",
|
||||
" ),\n",
|
||||
" None,\n",
|
||||
" )\n",
|
||||
"\n",
|
||||
" \n",
|
||||
"\n",
|
||||
"net.repulsion()\n",
|
||||
"net.show_buttons(filter_=[\"physics\"])\n",
|
||||
"\n",
|
||||
"# net.show_buttons()\n",
|
||||
"\n",
|
||||
"# save graph as HTML\n",
|
||||
"net.save_graph(\"./tmp.html\")\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": "aki-prj23-transparenzregister-IY2hcXvW-py3.11",
|
||||
"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": "3.11.4"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 2
|
||||
}
|
||||
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Load Diff
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Loading…
x
Reference in New Issue
Block a user